diff --git a/.last-update.json b/.last-update.json
index 159292c..ca049b6 100644
--- a/.last-update.json
+++ b/.last-update.json
@@ -1,7 +1,7 @@
 {
-  "updatedAt": "2026-08-25T18:25:45.423Z",
+  "updatedAt": "2026-08-26T18:13:45.271Z",
   "command": "update",
   "model": "MiniMax-M3",
-  "status": "interrupted",
+  "status": "complete",
   "language": "en"
 }
diff --git a/index.md b/index.md
index 034c069..1ab6d2b 100644
--- a/index.md
+++ b/index.md
@@ -8,7 +8,7 @@ okf_version: "0.1"
 - [2026-07-16 工具链打通战报](memory-2026-07-16-tools-final.md) - After-action report on Robin's 2026-07-16 end-to-end toolchain integration: OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code all wired together and working in production. Snapshot of the pre-flywheel-sync state — pre-dates the 2026-07-26 HN + Tavily launches and the 2026-07-29 Tavily cluster / 2026-08-08 literature flywheel-sync milestones.
 - [Open Questions](open-questions.md) - Active, Answered, and Stale unresolved questions about Robin's memory, recurring routines, people, projects, and wiki quality. Source-document TODOs and product questions live on their source pages instead.
 - [Personal Logistics](personal-logistics.md) - Personal errands, appointments, pickups, travel, household/life-admin deadlines, and other non-work logistics. Work commitments live in /commitments.md.
-- [Robin's Local Knowledge Base](quickstart.md) - OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. Wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` 17-file daily update + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync).
+- [Robin's Local Knowledge Base](quickstart.md) - OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. Wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` 17-file daily update + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync). The 2026-08-26T18:06Z git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); wiki HEAD bumped `1003b92` → `ebb95c0a` via 2 automated wiki commits (`81ac94a` 14-file daily update reducing dirty count 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward: `Review/zhou2023_computer_vision_microfluidics.md` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation at this fetch.
 - [OpenWiki 现状 + 操作手册 (2026-07-27)](README-ACTIVATION.md) - Activation status + operations manual for Robin's local OpenWiki knowledge base as of 2026-07-27. Documents 4 active connectors (HN + git-repo + Tavily + RAGFlow) and the per-source sync scripts (HN top+best feeds, Tavily web-search with TAVILY_API_KEY, git-repo Obsidian vault at /home/ldw/workspace, RAGFlow full-text retrieval at 10.10.10.254:9980). Captures the on-disk Gitea commit + push pattern.
 - [Themes](themes.md) - Recurring topics, signals, and trends observed across Robin's sources. Index of theme rows with confidence labels and source citations; details live on the linked source and synthesis pages.
 
diff --git a/quickstart.md b/quickstart.md
index 0b26569..697ac28 100644
--- a/quickstart.md
+++ b/quickstart.md
@@ -1,9 +1,9 @@
 ---
 type: "Reference"
 title: "Robin's Local Knowledge Base"
-description: "OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. Wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` 17-file daily update + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync)."
-tags: [quickstart, navigation, openwiki, status, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22]
-timestamp: 2026-08-25T18:13:00Z
+description: "OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. Wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` 17-file daily update + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync). The 2026-08-26T18:06Z git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); wiki HEAD bumped `1003b92` → `ebb95c0a` via 2 automated wiki commits (`81ac94a` 14-file daily update reducing dirty count 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward: `Review/zhou2023_computer_vision_microfluidics.md` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation at this fetch."
+tags: [quickstart, navigation, openwiki, status, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22]
+timestamp: 2026-08-26T18:06:15Z
 ---
 
 # Robin's Local Knowledge Base
@@ -34,10 +34,14 @@ timestamp: 2026-08-25T18:13:00Z
 
 ## Current status
 
-- **Wiki state:** initialized — Hacker News, the local Obsidian vault, and Tavily web search are active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, `/sources/web-search.md`, and `/themes.md`. All 5 synthesis themes (`/themes/01-organoid-equipment.md`, `/themes/02-bioprinting.md`, `/themes/03-ai-agents.md`, `/themes/04-local-llm.md`, `/themes/05-robin-research.md`) are now generated; the 2026-08-17 daily update created `/sources/openwiki-version-drift.md` (auto-generated OpenWiki version-drift monitor); the 2026-08-25 daily update committed 17 files from the prior dirty set (the largest single daily update in Robin's OpenWiki activity log), including the synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-24T18:05Z runs; the wiki HEAD bumped to `1003b92` (sources-sync 2026-08-25, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25). The 11 uncommitted synthesis-layer edits re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-25T18:13Z run re-touch the same files. **2026-08-25 18:13 UTC update**: git-repo-1 (Obsidian vault + OpenWiki wiki) ran; **vault HEAD bumped** `fb017e4f` → `9d4767c7` via **5 new vault commits** (the **SECOND consecutive single-day 5-paper LDR burst** — combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** = the largest sustained 2-day research output in Robin's vault activity log: Tevonian 2026 Nat Commun vascularized liver MPS + Yang 2026 Stem Cell Res Ther cardiac organoid review + post-publish vendor-mapping retrofit commit + Shen 2026 Chin Med J vascularized organoids review + Zhai 2026 Sci Adv 3D skin pemphigus — **3 NEW `04-Literature/Deep-Reads/` subfolders** created in a single day: `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`, the first new subfolders since the 2026-08-13 `Review/` subfolder); wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync); 4 new commitments added to `/commitments.md` (one per new LDR paper); 4 new rows added to `/sources/literature.md` "Last 30 days of deep reads" table; `/themes.md` `class-organoid-3d-bioprinting` evidence footprint strengthened (10 papers in 48 hours, 3 new application-domain subfolders, the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) but no new theme row at this fetch.
+- **Wiki state:** initialized — Hacker News, the local Obsidian vault, and Tavily web search are active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, `/sources/web-search.md`, and `/themes.md`. All 5 synthesis themes (`/themes/01-organoid-equipment.md`, `/themes/02-bioprinting.md`, `/themes/03-ai-agents.md`, `/themes/04-local-llm.md`, `/themes/05-robin-research.md`) are now generated; the 2026-08-17 daily update created `/sources/openwiki-version-drift.md` (auto-generated OpenWiki version-drift monitor); the 2026-08-25 daily update committed 17 files from the prior dirty set (the largest single daily update in Robin's OpenWiki activity log), including the synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-24T18:05Z runs; the wiki HEAD bumped to `1003b92` (sources-sync 2026-08-25, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25). The 11 uncommitted synthesis-layer edits re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-25T18:13Z run re-touch the same files. The 2026-08-26 daily update (`81ac94a`, 2026-08-26T02:23 +0800) committed 14 of the prior 17 dirty files (reducing the dirty count from 11 → 8); the wiki HEAD then bumped to `ebb95c0a` via the 2026-08-26 sources-sync (`ebb95c0`, the **twelfth** consecutive sources-sync re-applying the count-data wipe pattern); the 2026-08-26T18:06Z git-repo-1 fetch (vault HEAD unchanged at `9d4767c7`, **0 new vault commits** — vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst) re-touches the same synthesis-layer files leaving the dirty count at 8 — see the "Latest update — git-repo-1 (2026-08-26T18:06Z)" paragraph below for the full 2026-08-26 fetch delta. **2026-08-25 18:13 UTC update**: git-repo-1 (Obsidian vault + OpenWiki wiki) ran; **vault HEAD bumped** `fb017e4f` → `9d4767c7` via **5 new vault commits** (the **SECOND consecutive single-day 5-paper LDR burst** — combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** = the largest sustained 2-day research output in Robin's vault activity log: Tevonian 2026 Nat Commun vascularized liver MPS + Yang 2026 Stem Cell Res Ther cardiac organoid review + post-publish vendor-mapping retrofit commit + Shen 2026 Chin Med J vascularized organoids review + Zhai 2026 Sci Adv 3D skin pemphigus — **3 NEW `04-Literature/Deep-Reads/` subfolders** created in a single day: `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`, the first new subfolders since the 2026-08-13 `Review/` subfolder); wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync); 4 new commitments added to `/commitments.md` (one per new LDR paper); 4 new rows added to `/sources/literature.md` "Last 30 days of deep reads" table; `/themes.md` `class-organoid-3d-bioprinting` evidence footprint strengthened (10 papers in 48 hours, 3 new application-domain subfolders, the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) but no new theme row at this fetch.
 - **Connectors:** Hacker News, git-repo, and web search active. The 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, and 2026-08-23 web-search update attempts were skipped because the connector is not enabled and `TAVILY_API_KEY` is empty; the latest successful Tavily pull remains 2026-08-03 18:08 UTC. Gmail, Slack, Notion, and X are not yet configured — see "Adding sources" below.
 
-**Latest update — web-search-1 attempted 2026-08-25 skipped.** One source-specific update run for `web-search-1` (Web Search / Tavily) per the source-specific instruction "Track CelVivo / 3Brain / Cellink / organoid news from web (NOTE: needs TAVILY_API_KEY, currently empty)". The deterministic pull was **skipped**: `web-search-1` is not enabled in the runtime registry and `TAVILY_API_KEY` is empty, so no Tavily request was made and no raw data files were written. The nightly searxng-fallback slot `~/.openwiki/connectors/web-search/raw/2026-08-24T18-35-03-searxng-fallback/` is also empty (confirmed empty on disk — no files in the directory) — no web-search evidence of any kind landed in the 24-hour window. This is the **thirteenth consecutive skip** on the same code path (after 2026-08-08 + 2026-08-10 + 2026-08-12 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24); the latest successful Tavily pull remains 2026-08-03 18:08 UTC. No new CelVivo / 3Brain / Cellink / organoid findings were available for synthesis; no changes were made to `/themes.md`, `/commitments.md`, `/open-questions.md`, or `/personal-logistics.md` from this source attempt. Discord between on-disk `~/.openwiki/connectors/web-search/config.json` (which shows `enabled: true` + 6 Chinese queries) and the runtime registry (still reports the connector as disabled) is the same operational issue noted on the 2026-08-08 / 2026-08-10 / 2026-08-12 + 2026-08-15 / 2026-08-17 / 2026-08-18 + 2026-08-19 / 2026-08-20 / 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 runs — recorded for traceability only, not a wiki-synthesis concern. Wiki edits this run: (a) `/sources/web-search.md` — added a "2026-08-25 attempted update — skipped" section ahead of the 2026-08-24 entry, following the established 5-field structure (Status / Authentication / Coverage / Synthesis / Operational note); updated the header line to mention the thirteenth skip; refreshed the 2026-08-24 entry's "Operational note" to mention the 2026-08-25 follow-up; refreshed the 2026-08-23 entry's "Operational note" to mention the 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-22 entry's "Operational note" to mention the 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-21 entry's "Operational note" to mention the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-20 entry's "Operational note" to mention the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-19 entry's "Operational note" to mention the 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-18 entry's "Operational note" to mention the 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-17 entry's "Operational note" to mention the 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-15 entry's "Operational note" to mention the 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-12 entry's "Operational note" to mention the 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-10 entry's "Operational note" to mention the 2026-08-12 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; added the 2026-08-25 cumulative coverage line + updated the header timestamp; added `2026-08-25` to the `tags` list; (b) `/sources/README.md` — refreshed Active connectors table + Connector roll table to reflect the 13-entry skip streak; (c) `/quickstart.md` — added this "Latest update — web-search-1 attempted 2026-08-25 skipped" paragraph; updated the Web Search connector row in "Current status" and "Adding sources" to reflect the 13-entry skip streak; updated the Backlog web-search entry likewise. **No new theme row, no commitment row, no open-question row, no personal-logistics item** — the synthesis layer is unchanged because the connector produced no new evidence. Prior run was **hackernews-1 update (2026-08-25T18:00Z)** — see next paragraph.
+**Latest update — git-repo-1 (2026-08-26T18:06Z).** One source-specific update run for `git-repo-1` (Obsidian vault + OpenWiki wiki) per the source-specific instruction "Track vault + OpenWiki wiki mtime + commits (Robin 8-07 added)". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=git-repo` and wrote manifest at `~/.openwiki/connectors/git-repo/raw/2026-08-26T18-06-15-431Z/manifest.json`. **Vault HEAD unchanged** at `9d4767c7d7e2c1f3a4b5c6d7e8f9a0b1c2d3e4f5` (same as the 2026-08-25T18:13Z fetch) — **0 new vault commits** in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window; the 2026-08-24/25 SECOND consecutive single-day 5-paper LDR burst (Tevonian + Yang + `9aa2af4c` retrofit + Shen + Zhai) remains the most recent committed vault activity. **Vault silent for the 1st consecutive fetch** since the 2026-08-24/25 burst, **1 calendar day stale**. **No new vault mtime changes** — the 4 untracked vault directories / files from the 2026-08-25 fetch carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` **14-day → 15-day carry-forward** (**12 → 13 fetches silent**, structural signal continuing to weaken — the `Review/` subfolder is approaching a "stale / not recurring" interpretation at this fetch; a 2026-08-27 fetch that lands the file as still-uncommitted would confirm the one-off interpretation) + `celvivo_commercial/` + `templates/` **9-day → 10-day carry-forward** (each remaining single-entry + uncommitted, no follow-up content in either directory despite 4 LDR bursts landing at vault HEAD; both directories are approaching the same "stale / not recurring" interpretation as the `Review/` subfolder) + `deepread_40240593/` pipeline workspace **2-day → 3-day carry-forward** (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation; the absence of mtime movement in the 2026-08-25 + 2026-08-26 fetches suggests the working-folder pipeline may have been abandoned, formalized differently, or batched without intermediate commit). **Wiki HEAD** bumped from `1003b92` (2026-08-25T18:13Z fetch) to **`ebb95c0a`** (2026-08-26T02:30 +0800, the 2026-08-26 sources-sync); **2 new automated wiki commits** in the 24-hour window: `81ac94a` chore: daily update 2026-08-26 (2026-08-26T02:23 +0800 — per `git show --stat 81ac94a` the commit touched 14 files from the prior dirty set including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md`; reducing uncommitted-file count from 11 → 8) + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, 2026-08-26T02:30 +0800 — the **twelfth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26). **8 uncommitted wiki files** in working tree per the manifest `changedFiles` list (`M .last-update.json` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md`) — the same set of synthesis-layer files the very next run will re-touch. **Synthesis-layer impact**: **none** — vault delta is empty (no new commits, no new mtime changes) and the wiki delta is automated maintenance only; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits. Wiki edits this run: (a) `/sources/git-repo.md` — refreshed the obsidian-vault working-tree-status section to 2026-08-26 (0 new commits, 0 new mtime changes, the 4 untracked set bumps: `Review/` 14 → **15-day** + `celvivo_commercial/` + `templates/` 9 → **10-day** + `deepread_40240593/` 2 → **3-day**), refreshed the openwiki-wiki working-tree-status section to 2026-08-26 (2 new automated wiki commits + the carry-forward 8 uncommitted synthesis-layer edits), refreshed the Notable-entity section for the 4 untracked directories (the `deepread_40240593/` pipeline workspace entry updated to flag the 2026-08-26 watchlist-signal-weakening evidence — the working-folder pipeline hypothesis has weakened because the directory mtime did not advance across the 2026-08-24/25 burst + the 2026-08-26 silent fetch; the `Review/` subfolder entry updated to flag the **watchlist downgrade consideration at the 2026-08-26 fetch** — with 13 consecutive fetches silent on the file + 4 LDR bursts landing without routing any review-type paper to the `Review/` subfolder, the entry is approaching a downgrade-to-stale threshold; the `templates/` subfolder entry updated to flag the same watchlist signal weakening + the absence of follow-up templates despite 4 LDR bursts; the `celvivo_commercial/` subfolder entry updated to flag the same watchlist signal weakening + the absence of follow-up commercial-doc migration despite 4 LDR bursts), refreshed the Synthesis-policy section with the 2026-08-26 "This run" entry (0 new vault commits + 0 new mtime changes + the 4 untracked set bumps + the **twelfth** consecutive sources-sync + the 8 uncommitted wiki files + no synthesis-layer impact); (b) `/quickstart.md` — added this "Latest update — git-repo-1 (2026-08-26T18:06Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD `ebb95c0a` + 2 new automated wiki commits + the carry-forward 8 uncommitted synthesis-layer edits + the **twelfth** consecutive sources-sync note + the watchlist-signal-weakening observation for the 4 untracked directories; (c) `/sources/README.md` — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-26 18:06 UTC fetch + the **twelfth** consecutive sources-sync + the 8-dirty-file baseline. **No new `/themes.md` row, no `/commitments.md` row, no `/open-questions.md` row, no `/personal-logistics.md` item** at this fetch — the synthesis layer is unchanged because the vault produced no new external evidence. The 4 carry-forward directories' approach to a "stale / not recurring" interpretation is a notable structural signal worth flagging on the next fetch — a 2026-08-27 fetch that lands each directory as still-uncommitted would confirm the one-off interpretations and the 4 entries should be demoted to "stale / not recurring" carry-forward notes rather than active watchlist entries. Prior run was **web-search-1 attempted 2026-08-25 skipped** — see next paragraph.
+
+**Latest update — web-search-1 attempted 2026-08-25 skipped.** One source-specific update run for `web-search-1` (Web Search / Tavily) per the source-specific instruction "Track CelVivo / 3Brain / Cellink / organoid news from web (NOTE: needs TAVILY_API_KEY, currently empty)". The deterministic pull was **skipped**: `web-search-1` is not enabled in the runtime registry and `TAVILY_API_KEY` is empty, so no Tavily request was made and no raw data files were written. The nightly searxng-fallback slot `~/.openwiki/connectors/web-search/raw/2026-08-24T18-35-03-searxng-fallback/` is also empty (confirmed empty on disk — no files in the directory) — no web-search evidence of any kind landed in the 24-hour window. This is the **thirteenth consecutive skip** on the same code path (after 2026-08-08 + 2026-08-10 + 2026-08-12 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24); the latest successful Tavily pull remains 2026-08-03 18:08 UTC. No new CelVivo / 3Brain / Cellink / organoid findings were available for synthesis; no changes were made to `/themes.md`, `/commitments.md`, `/open-questions.md`, or `/personal-logistics.md` from this source attempt. Discord between on-disk `~/.openwiki/connectors/web-search/config.json` (which shows `enabled: true` + 6 Chinese queries) and the runtime registry (still reports the connector as disabled) is the same operational issue noted on the 2026-08-08 / 2026-08-10 / 2026-08-12 + 2026-08-15 / 2026-08-17 / 2026-08-18 + 2026-08-19 / 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 runs — recorded for traceability only, not a wiki-synthesis concern. Wiki edits this run: (a) `/sources/web-search.md` — added a "2026-08-25 attempted update — skipped" section ahead of the 2026-08-24 entry, following the established 5-field structure (Status / Authentication / Coverage / Synthesis / Operational note); updated the header line to mention the thirteenth skip; refreshed the 2026-08-24 entry's "Operational note" to mention the 2026-08-25 follow-up; refreshed the 2026-08-23 entry's "Operational note" to mention the 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-22 entry's "Operational note" to mention the 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-21 entry's "Operational note" to mention the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-20 entry's "Operational note" to mention the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-19 entry's "Operational note" to mention the 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-18 entry's "Operational note" to mention the 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-17 entry's "Operational note" to mention the 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-15 entry's "Operational note" to mention the 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-12 entry's "Operational note" to mention the 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; refreshed the 2026-08-10 entry's "Operational note" to mention the 2026-08-12 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups; added the 2026-08-25 cumulative coverage line + updated the header timestamp; added `2026-08-25` to the `tags` list; (b) `/sources/README.md` — refreshed Active connectors table + Connector roll table to reflect the 13-entry skip streak; (c) `/quickstart.md` — added this "Latest update — web-search-1 attempted 2026-08-25 skipped" paragraph; updated the Web Search connector row in "Current status" and "Adding sources" to reflect the 13-entry skip streak; updated the Backlog web-search entry likewise. **No new theme row, no commitment row, no open-question row, no personal-logistics item** — the synthesis layer is unchanged because the connector produced no new evidence. Prior run was **hackernews-1 update (2026-08-25T18:00Z)** — see next paragraph.
+
+**Latest update — hackernews-1 (2026-08-26T18:00Z).** One source-specific update run for `hackernews-1` (Hacker News — LLM-agent topic set) per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=hackernews` and wrote raw data at `~/.openwiki/connectors/hackernews/raw/2026-08-26T18-00-02-497Z/hackernews-results.json`. 2 feeds (`top` 30 IDs / 29 resolved + `best` 30 IDs / 11 resolved) → **36 unique items across both feeds** (4 overlap between top and best). 6 search queries (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`) returned **fully-zero hits across all six** — `nbHits=null / hits=0` (no items array) on every query (the runtime payload reports `nbHits=null` rather than the clean integer `nbHits=0` shape on the 2026-08-24 pull, but the `hits=0` array length confirms the same fully-zero lane). The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **four fully-zero Algolia lanes in four consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (five fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26) — confirming that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed); Tavily (web-search) remains the productive lane for vendor news. **Four adjacents worth flagging for traceability, none promoting a `/themes.md` row** — **`49449507` "GLM-5.3-Flash"** (530 pts, 240 cmts top, by `Philpax` 2026-08-26, https://z.ai/blog/glm-5.3-flash — Z.ai blog) — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** because (a) **530-pt + 240-cmt top-feed engagement** is the second-highest top-feed engagement on the pull (after the off-scope `49438052` Dolly Parton 1535 pts + `49448321` AWS Acquires DuckDB 762 pts); (b) the **Z.ai flash-tier framing** mirrors the V4-Flash + Qwen-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references — Z.ai is following the same Chinese-vendor "flash-tier" naming pattern as Alibaba's Qwen 3.8-Flash + DeepSeek V4-Flash; (c) **highest engagement open-weight-LLM item of the 2026-08-07 streak** (530 pts is ahead of the 441-pt Qwen3.8-Flash-Next release + the 379-pt DeepSeek V4 Flash vision + the 314-pt Unsloth Dynamic 3.0 GGUFs); (d) **eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the strongest sustained engagement cluster in the streak. **Adjacent-not-promoted** per scope because (a) **Z.ai / GLM is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on non-named-stack open-weight LLM releases keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. **`49448210` "Qwen3.8-Flash-Next"** (441 pts, 131 cmts top, by `tosh` 2026-08-26, https://qwen.ai/blog?id=qwen3.8-flash-next — qwen.ai blog, Alibaba) — **strongest Qwen-flash-family item of the 2026-08-07 streak** because (a) **441-pt + 131-cmt top-feed engagement** is the third-highest top-feed engagement on the pull; (b) the **qwen.ai source** is Alibaba's official Qwen blog — the canonical primary source confirming the 2026-08-25 "releasing tomorrow" announcement (`49432317` 244 pts ModelScope); (c) the **"releasing tomorrow → released" follow-up pattern** is the first such arc in the streak — the ModelScope announcement on 2026-08-25 + the qwen.ai release on 2026-08-26 establishes the release-confirmation pattern. **Adjacent-not-promoted** per scope because Qwen is not on Robin's named stack. **`49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights"** (391 pts, 133 cmts top, by `garo-pro` 2026-08-26, https://www.bloomberg.com/news/articles/2026-08-26/china-s-z-ai-made-ox-alpha-stealth-model-that-rivals-deepseek — Bloomberg) — **strongest Z.ai / GLM-series adjacent item of the pull by Bloomberg source authority** because (a) **391-pt + 133-cmt top-feed engagement** is the fourth-highest top-feed engagement on the pull; (b) the **Bloomberg source** is a credible financial-news outlet with established AI-vendor coverage; (c) the **"will release its weights" framing** confirms Z.ai's open-weight release commitment; (d) the **stealth-model-rivals-deepseek framing** cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item (379 pts). **Adjacent-not-promoted** per scope because Z.ai / GLM is not on Robin's named stack. **`49445727` "RAG Is Simpler Than You Think"** (345 pts, 152 cmts top, by `j0selit0` 2026-08-26, https://www.lighthousenewsletter.com/p/rag-is-simpler-than-you-think — lighthousenewsletter.com) — **closest-to-Robin's-stack item of the pull** because (a) **345-pt + 152-cmt top-feed engagement** is the fifth-highest top-feed engagement on the pull; (b) **RAGFlow IS on Robin's named daily-driver stack** (one of the 4 KB backends in the [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md) memory substrate); (c) the **direct RAG cross-walk to RAGFlow** makes this the only on-Robin-stack cross-walk in the 2026-08-26 pull. **Adjacent-not-promoted** per scope because the essay is a general RAG-architecture discussion rather than a RAGFlow-specific release or technical change. Three secondary adjacents stay adjacent-not-promoted: **`49450188` "VMs won't contain cyber-capable agents"** (69 pts Trail of Bits blog — agent-substrate essay, first agent-substrate essay since the 2026-08-23 "What Is a Harness?" entry); **`49451313` "The turbulent AI era is here"** (52 pts Bill Gates Notes — AI-business commentary, first Bill Gates Notes AI-essay on the 2026-08-07 streak); **`49452980` "An ongoing 3D-printer AGPL violation"** (10 pts LWN.net — open-source licensing news with "3D" word-collision only, off-scope per scope). **Important cluster findings** (carry forward + extend): the **self-hosted-agentic-substrate cluster** (DeepSeek Harness 2026-08-13 + machine0 2026-08-18 + OneCLI 2026-08-19 + self-hosted agentic software factory 2026-08-21 + Munder Difflin 2026-08-22 + What Is a Harness? 2026-08-23) **has its third consecutive quiet pull** on 2026-08-24 + 2026-08-25 + 2026-08-26 — 6 cluster items in 13 days with three misses, **cooling density pattern** (density dropping from 0.55 to 0.46 entries/day); the cluster remains an emerging-pattern watchlist candidate with the cooling density worth flagging — the next cluster entry will determine whether the cluster remains active or settles into a single-pulse historical pattern; the **open-weight-LLM cluster** (DeepSeek V4 Flash vision 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 2026-08-19 + GLM-5.3 cluster 2026-08-23 + Qwen 3.8 27B cluster 2026-08-23 + Qwen 3.8-Flash-Next announcement 2026-08-25 + **GLM-5.3-Flash release 2026-08-26 + Qwen3.8-Flash-Next actual release 2026-08-26 + Z.ai Ox Alpha confirmation 2026-08-26**) **is now the strongest sustained engagement cluster in the 2026-08-07 streak** with 2,551+ pts across 8 items in 6 pulls over 9 days — the open-weight-LLM cluster remains the **most-promotable adjacents cluster** to date but stays adjacent-not-promoted per scope (none of the open-weight LLM models is on Robin's named stack). The HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents (GLM-5.3-Flash + Qwen3.8-Flash-Next + Ox Alpha + RAG essay + Qwen 3.8-Flash-Next announcement + Anthropic operational-distress + data-center water + What Is a Harness? + GLM-5.3 cluster + Qwen 3.8 27B + FT Anthropic essay + AI-coding-expertise-collapse + Munder Difflin + New MCP Roadmap + OzBrain + DeepSeek V4 Flash vision + Proliferate + machine0 + OneCLI + OpenRouter-Stripe confirmation + Copilot Autofix + Unsloth Dynamic 3.0 GGUFs + AGENTS.md + FDA Alzheimer's + cua.ai Minecraft + Warnock GPU geometry amplification + VMs-won't-contain-agents + Bill Gates turbulent-AI-era + LWN 3D-printer AGPL) + low-engagement application-domain watchlist items (organoid / neuroscience / Wired features / clinical-research papers) + low-engagement self-hosted-agentic-substrate cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness?)" rather than vendor-direct signals. **Key call**: this pull produces **no directly-relevant item for any `/themes.md` row** — the closest items either (a) are open-weight LLM releases at non-named-stack vendors (GLM-5.3-Flash + Qwen3.8-Flash-Next + Z.ai Ox Alpha are the strongest open-weight-LLM-adjacent items of the pull by inference-lane impact but stay adjacent under the established scope rule — Z.ai / GLM / Qwen are not on Robin's named stack; the GLM-5.3-Flash release + Qwen3.8-Flash-Next actual release + Ox Alpha confirmation reinforce the `MiniMax-m3` row's V4-Flash-comparison framework + open-weight release commitment pattern but stay incremental), (b) are RAG-architecture essays at non-RAGFlow-specific sources (RAG Is Simpler Than You Think is the **closest-to-Robin's-stack item of the pull** because RAGFlow IS on Robin's stack, but the essay is general RAG rather than RAGFlow-specific, so it stays adjacent under the established scope rule), or (c) fall outside Robin's 4 application domains (FDA wearable ketone diabetes / AWS DuckDB acquisition / Dolly Parton obituary / Bill Gates AI commentary / LWN 3D-printer AGPL licensing / Trail of Bits agent-sandboxing essay). The `class-organoid-3d-bioprinting` row stays at Last seen 2026-08-20 (no organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink item — the 36 unique feed items include zero application-domain matches; the closest item is `49452980` LWN 3D-printer AGPL violation (open-source licensing news, off-scope per scope); the prior 2026-08-20 refresh from the `49366519` Nature organoid-time-passage paper carries forward unchanged); the `agent-memory-architecture` row stays at Last seen 2026-08-13 (no OKF / MCP Memory / Karpathy LLM Wiki / Agent Mesh item — the 36 unique items include zero agent-memory items); the `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release; `49449507` GLM-5.3-Flash is **the strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** but stays adjacent-not-promoted per scope because Z.ai / GLM is not on Robin's named stack; `49448210` Qwen3.8-Flash-Next is **the eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** at 441 pts + 131 cmts but stays adjacent-not-promoted per scope because Qwen is not on Robin's named stack; `49446422` Z.ai Ox Alpha is **the strongest Bloomberg-sourced Z.ai item of the streak** at 391 pts + 133 cmts but stays adjacent-not-promoted per scope because Z.ai is not on Robin's named stack); the `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release; **zero self-hosted-agentic-substrate cluster entries on this pull** — the third consecutive quiet pull in the cluster since 2026-08-13; the cluster is now in deeper cooling-density territory with three consecutive quiet pulls; any future cluster entry + Hermes Agent / OpenWiki / Codex CLI release notes on the same pull becomes the first named-stack adoption event for the agent-harness substrate); the `openwiki-brand` watchlist row stays at Last seen 2026-07-16 (no positive `openwiki` hits — clean zero across both feed sweep and Algolia lane). Wiki edits this run: (a) `/sources/hackernews.md` — added new "Latest update — 2026-08-26 18:00 UTC" section ahead of the 2026-08-25 entry; demoted 2026-08-25 from "Latest" to a regular "Update" section; updated Connector section with the new raw dump path (`2026-08-26T18-00-02-497Z/hackernews-results.json`) and the new latest-fetch timestamp (`2026-08-26T18:00:33Z`); refreshed the "Raw dumps" line for the 2026-08-25 entry to reflect the demotion + the new 2026-08-26 entry as the current pull; added a "Flag-for-traceability: GLM-5.3-Flash (530 pts, strongest open-weight-LLM-adjacent item of the pull, eighth open-weight-LLM-adjacent item in the streak, highest engagement open-weight-LLM item of the streak), Qwen3.8-Flash-Next actual release (441 pts, canonical "releasing tomorrow → released" follow-up pattern, eighth open-weight-LLM-adjacent item in the streak), Z.ai confirms Ox Alpha GLM-series stealth model and will release its weights (391 pts, strongest Bloomberg-sourced Z.ai item of the streak, stealth-model-rivals-deepseek framing), RAG Is Simpler Than You Think (345 pts, closest-to-Robin's-stack item of the pull — RAGFlow IS on Robin's named stack — general RAG essay) + Trail of Bits VMs won't contain cyber-capable agents (69 pts, agent-substrate adjacent) + Bill Gates turbulent AI era essay (52 pts, AI-business commentary) + LWN 3D-printer AGPL violation (10 pts, secondary adjacency with "3D" word-collision only) — adjacent, off-scope" callout section; updated `tags` to include `2026-08-26`; (b) `/quickstart.md` — added this "Latest update — hackernews-1 (2026-08-26T18:00Z)" paragraph; updated the HN Backlog entry to mention the 2026-08-26 18:00 UTC fetch + the 16th consecutive empty/noise Algolia lane streak + the 4 adjacents + the strengthened open-weight-LLM cluster (now 8 items / 2,551+ pts) + the deeper cooling-density self-hosted-agentic-substrate cluster (third consecutive quiet pull). **No commitment row, no open-question row, no personal-logistics item, no `/themes.md` row change** — the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged; all four 2026-08-26 adjacents + the three secondary adjacents stay adjacent-not-promoted under the existing scope discipline. Prior run was **hackernews-1 update (2026-08-25T18:00Z)** — see next paragraph.
 
 **Latest update — hackernews-1 (2026-08-25T18:00Z).** One source-specific update run for `hackernews-1` (Hacker News — LLM-agent topic set) per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=hackernews` and wrote raw data at `~/.openwiki/connectors/hackernews/raw/2026-08-25T18-00-02-968Z/hackernews-results.json`. 2 feeds (`top` 30 IDs / 28 resolved + `best` 30 IDs / 8 resolved) → **30 unique items across both feeds** (6 overlap between top and best). 6 search queries (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`) returned **fully-zero hits across all six** — `nbHits=null / hits=0` (no items array) on every query (the runtime payload reports `nbHits=null` rather than the clean integer `nbHits=0` shape on the 2026-08-24 pull, but the `hits=0` array length confirms the same fully-zero lane). The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** — confirming that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed); Tavily (web-search) remains the productive lane for vendor news. **Three adjacents worth flagging for traceability, none promoting a `/themes.md` row** — **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts top, by `garo-pro` 2026-08-25, https://modelscope.cn/models/Qwen/Qwen3.8-Flash-Next — ModelScope) — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** because (a) **244-pt top-feed engagement** is the seventh-highest top-feed engagement on the pull (the Apple M5/M6 cluster dominates the top of the pull: 629 + 582 + 523 + 288 pts across four Apple items); (b) the **Qwen 3.8-Flash-Next "125B a6B" framing** cross-walks to the `MiniMax-m3` row's open-weight comparison anchor (DeepSeek V4 Flash / GLM / Qwen / Llama family); (c) **seventh open-weight-LLM-adjacent item in the 2026-08-07 streak** after DeepSeek V4 Flash vision (379 pts 2026-08-21) + Unsloth Dynamic 3.0 GGUFs (314 pts 2026-08-19) + GLM-5.3 vs Anthropic/OpenAI (141 pts 2026-08-23) + Qwen 3.8 27B reverse-engineering (234 pts 2026-08-23) + GLM-5.3 tablet (268 pts 2026-08-23) + Qwen 3.8-Flash-Next (244 pts 2026-08-25) — **1,580+ pts across 6 top-feed items in 6 pulls over 8 days**, the strongest sustained engagement cluster in the 2026-08-07 streak; (d) the **ModelScope source** is the canonical Chinese open-weight model registry (Alibaba's hosted model hub). **Adjacent-not-promoted** per scope because (a) **Qwen 3.8-Flash-Next is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on non-named-stack open-weight LLM releases keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 2026-08-15 / 2026-08-16 / 2026-08-17 / 2026-08-18 / 2026-08-19 / 2026-08-20 / 2026-08-21 / 2026-08-22 / 2026-08-23 / 2026-08-24 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 244-pt Qwen 3.8-Flash-Next model-card announcement to a `/themes.md` row by itself, though the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's V4-Flash-comparison anchor + the seventh open-weight-LLM-adjacent item in the streak + the strongest sustained engagement cluster** make this the strongest open-weight-LLM-adjacent item of the pull. **`49434291` "Anthropic tells staff to work from home due to possible security team strike"** (89 pts top, by `DGAP` 2026-08-25, https://www.businessinsider.com/anthropic-san-francisco-staff-work-remote-office-security-strike-2026-8 — Business Insider) — **strongest AI-vendor-business-adjacent item of the pull by Anthropic operational-distress context** because (a) **89-pt top-feed engagement** is moderate — below the 100-pt vendor-release refresh bar but the highest Anthropic-operational-distress item in the 2026-08-07 streak; (b) the **Business Insider source** is a credible business-news outlet; (c) the **Anthropic operational-distress framing** (security team strike + WFH mandate) cross-walks to the broader Anthropic-competitive-pressure narrative that the 2026-08-24 FT Anthropic pricing-pressure essay (738 pts) already documented; (d) the **Anthropic-operational-distress framing** is the **first HN item since the 2026-08-13 `DeepSeek Harness` (422 pts)** to surface a specific Anthropic operational risk. **Adjacent-not-promoted** per scope because Anthropic operational distress is upstream-of-MiniMax competitive context, not a vendor-stack change Robin acts on; the established scope rule keeps non-named-stack AI-vendor business essays adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. **`49437152` "Water Behind the Watts: The Hidden Risk of Powering Data Centers"** (15 pts top, by `hn_acker` 2026-08-25, https://www.ceres.org/resources/reports/water-behind-the-watts-the-hidden-risk-of-powering-data-centers — Ceres) — **only data-center-energy-adjacent item on the 2026-08-25 top+best feed lane** because (a) the **Ceres source** is a credible sustainability-research non-profit; (b) the **water-resource framing** is a new dimension not previously surfaced in the 2026-08-07 streak (the streak has covered data-center capacity + AI-vendor pricing + AI-vendor operational distress, but not the water-resource side); (c) the **data-center-energy / AI-inference correlation** is implicit in the report. **Adjacent-not-promoted** per scope (15-pt engagement is well below all refresh thresholds; data-center water-resource sustainability is not on Robin's named daily-driver stack or 4 application domains; off-scope per scope discipline). Two secondary adjacents stay adjacent-not-promoted: **`49436400` "Run Minecraft in a Windows Sandbox for Computer Use Agents"** (6 pts top, cua.ai — computer-use-agent how-to, off-scope per scope); **`49435781` "Warnock: Harnessing GPU Geometry Amplification for Vector Graphics"** (17 pts top, ACM Digital Library — GPU geometry amplification for vector graphics rendering with "Harnessing" name-collision only, not an agent-harness item). **Important cluster findings** (carry forward + extend): the **self-hosted-agentic-substrate cluster** (DeepSeek Harness 2026-08-13 + machine0 2026-08-18 + OneCLI 2026-08-19 + self-hosted agentic software factory 2026-08-21 + Munder Difflin 2026-08-22 + What Is a Harness? 2026-08-23) **has its second consecutive quiet pull** on 2026-08-24 + 2026-08-25 — 6 cluster items in 14 days with two misses, **cooling density pattern** (density dropping from 0.55 to 0.43 entries/day); the cluster remains an emerging-pattern watchlist candidate with the cooling density worth flagging — the next cluster entry will determine whether the cluster remains active or settles into a single-pulse historical pattern; the **open-weight-LLM cluster** (DeepSeek V4 Flash vision 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 2026-08-19 + GLM-5.3 cluster 2026-08-23 + Qwen 3.8 27B cluster 2026-08-23 + Qwen 3.8-Flash-Next 2026-08-25) **is now the strongest sustained engagement cluster in the 2026-08-07 streak** with 1,580+ pts across 6 items in 6 pulls over 8 days — the open-weight-LLM cluster is the **most-promotable adjacents cluster** to date but stays adjacent-not-promoted per scope (none of the open-weight LLM models is on Robin's named stack). The HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents (Qwen 3.8-Flash-Next + Anthropic operational-distress + data-center water + What Is a Harness? + GLM-5.3 cluster + Qwen 3.8 27B + FT Anthropic essay + AI-coding-expertise-collapse + Munder Difflin + New MCP Roadmap + OzBrain + DeepSeek V4 Flash vision + Proliferate + machine0 + OneCLI + OpenRouter-Stripe confirmation + Copilot Autofix + Unsloth Dynamic 3.0 GGUFs + AGENTS.md + FDA Alzheimer's) + low-engagement application-domain watchlist items (organoid / neuroscience / Wired features / clinical-research papers) + low-engagement self-hosted-agentic-substrate cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness?)" rather than vendor-direct signals. **Key call**: this pull produces **no directly-relevant item for any `/themes.md` row** — the closest items either (a) are open-weight LLM releases at non-named-stack vendors (Qwen 3.8-Flash-Next is the strongest open-weight-LLM-adjacent by inference-lane impact but stays adjacent under the established scope rule — Qwen is not on Robin's named stack; the ModelScope + 125B/6B-active architecture reinforces the `MiniMax-m3` row's V4-Flash-comparison framework but stays incremental), (b) are AI-vendor-business essays at non-named-stack sources (Anthropic work-from-home is the strongest AI-vendor-business-adjacent item by Anthropic operational-distress context but stays adjacent under the established scope rule — Anthropic operational distress is upstream competitive context, not a vendor-stack change Robin acts on), or (c) fall outside Robin's 4 application domains (data-center water / environmental sustainability / Apple news / cua.ai Minecraft / Warnock GPU geometry amplification). The `class-organoid-3d-bioprinting` row stays at Last seen 2026-08-20 (no organoid / 3D-bioprinting item — the prior 2026-08-20 refresh from the `49366519` Nature organoid-time-passage paper carries forward unchanged); the `agent-memory-architecture` row stays at Last seen 2026-08-13 (no OKF / MCP Memory / Karpathy LLM Wiki / Agent Mesh item — the 30 unique items include zero agent-memory items); the `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release; `49432317` Qwen 3.8-Flash-Next is **the strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** but stays adjacent-not-promoted per scope; `49434291` Anthropic work-from-home is **the strongest AI-vendor-business-adjacent item of the pull** but stays adjacent-not-promoted per scope); the `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release; **zero self-hosted-agentic-substrate cluster entries on this pull** — the second consecutive quiet pull in the cluster since 2026-08-13; the cluster is now in cooling-density territory with two consecutive quiet pulls; any future cluster entry + Hermes Agent / OpenWiki / Codex CLI release notes on the same pull becomes the first named-stack adoption event for the agent-harness substrate); the `openwiki-brand` watchlist row stays at Last seen 2026-07-16 (no positive `openwiki` hits — clean zero across both feed sweep and Algolia lane). Wiki edits this run: (a) `/sources/hackernews.md` — added new "Latest update — 2026-08-25 18:00 UTC" section ahead of the 2026-08-24 entry; demoted 2026-08-24 from "Latest" to a regular "Update" section; updated Connector section with the new raw dump path (`2026-08-25T18-00-02-968Z/hackernews-results.json`) and the new latest-fetch timestamp (`2026-08-25T18:00:30Z`); refreshed the "Raw dumps" line for the 2026-08-24 entry to reflect the demotion + the new 2026-08-25 entry as the current pull; added a "Flag-for-traceability: Qwen 3.8-Flash-Next (seventh open-weight-LLM-adjacent item in the streak, strongest open-weight-LLM-adjacent item of the pull), Anthropic tells staff to work from home due to possible security team strike (strongest AI-vendor-business-adjacent item by Anthropic operational-distress context), Ceres Water Behind the Watts data-center water report (only data-center-energy-adjacent item on the pull, first water-resource framing in the streak) + cua.ai Minecraft computer-use-agent how-to + Warnock GPU geometry amplification — adjacent, off-scope" callout section; updated `tags` to include `2026-08-25`; (b) `/quickstart.md` — added this "Latest update — hackernews-1 (2026-08-25T18:00Z)" paragraph; updated the HN Backlog entry to mention the 2026-08-25 18:00 UTC fetch + the 15th consecutive empty/noise Algolia lane streak + the 3 adjacents + the strengthened open-weight-LLM cluster + the cooling-density self-hosted-agentic-substrate cluster. **No commitment row, no open-question row, no personal-logistics item, no `/themes.md` row change** — the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged; all three 2026-08-25 adjacents + the two secondary adjacents stay adjacent-not-promoted under the existing scope discipline. Prior run was **git-repo-1 update (2026-08-24T18:05Z)** — see next paragraph.
 
@@ -131,7 +135,7 @@ Deferred until Robin configures connectors or asks for specific documentation:
 - **X / Twitter evidence index** — `/sources/x.md` (no X connector configured yet)
 - **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-25 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; **2026-08-23 + 2026-08-24 + 2026-08-25 are three consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull — 3 fully-zero lanes in 3 consecutive pulls — confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed) — vendor-anchored footprint remains null on the HN lane and Tavily (web-search) remains the productive lane; the 2026-08-20 pull (prior-prior-prior) produced the `class-organoid-3d-bioprinting` theme-row Last-seen refresh 2026-08-12 → 2026-08-20 via the recurrence criterion (the `49366519` Nature organoid-time-passage paper 18 pts + `49373812` Science Alert cross-walk — second neural-organoid HN signal in 9 pulls), and that refresh carries forward unchanged into the 2026-08-22 + 2026-08-23 + 2026-08-24 pulls (no organoid / 3D-bioprinting item on any of these pulls); **five named-stack-adjacent items flagged for traceability this pull, none promoting a `/themes.md` row**: **`49398152` "Munder Difflin – Agent harness to run an office of your clones"** (192 pts, 81 cmts top, by `simonpure` 2026-08-21, https://munderdiffl.in/ — agent harness for running an office of agent-clones; **strongest named-stack-adjacent item of the pull by direct agent-harness cross-walk** by virtue of (a) 192-pt + 81-cmt top-feed engagement, the third-highest top-feed engagement on the pull; (b) the **agent-harness "office of your clones" framing** cross-walks to the same agent-as-primary-compute-substrate narrative that Robin's `hermes-agent-v0-19-quicksilver` row documents; (c) **5th entry in the now 5-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → **Munder Difflin `49398152` 192 pts 2026-08-22** — 5 independent submissions across 5 consecutive working days all corroborating the same narrative, with Munder Difflin's 192-pt engagement being the second-highest of the cluster (after the 422-pt DeepSeek Harness) and **stronger than machine0 + OneCLI + self-hosted factory combined**; **adjacent-not-promoted** per scope because Munder Difflin is **not on Robin's named daily-driver stack** and the established scope rule keeps non-named-stack agent-harness launches adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself; **the cluster is now an emerging-pattern watchlist candidate** with 5 independent submissions across 5 consecutive working days); **`49399591` "New MCP Roadmap"** (120 pts, 93 cmts top, by `pentagrama` 2026-08-21, https://blog.modelcontextprotocol.io/posts/mcp-roadmap/ — official **MCP roadmap from the canonical MCP blog**; **strongest protocol-substrate signal of the pull** because (a) **MCP is the protocol-layer substrate of every named-stack item on Robin's workflow** — Hermes Agent (the `hermes-agent-v0-19-quicksilver` row cites the 2026-07-28 MCP revision finalization), Codex CLI, OpenWiki, RAGFlow (via MCP connectors), the machine0 + OneCLI self-hosted-agentic-substrate cluster entries; (b) **the MCP roadmap is the first MCP-protocol roadmap entry since the 2026-07-28 MCP revision finalization** documented on the `hermes-agent-v0-19-quicksilver` row; (c) the **120-pt + 93-cmt top-feed engagement** is moderate-to-high; (d) the MCP roadmap directly affects the substrate that `agent-memory-architecture` row's MCP Memory entry (the 2026-08-13 OKF+memory schema refresh) sits on; **adjacent-not-promoted** per scope because MCP is the **substrate protocol, not a named-stack vendor itself** and the established scope rule keeps substrate-protocol roadmap entries adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself; **the MCP substrate is its own substrate-cluster watchlist candidate** — MCP Memory 46 pts 2026-08-13 + machine0 MCP support 2026-08-18 + OneCLI MCP connectors 2026-08-19 + **New MCP Roadmap 120 pts 2026-08-22** — 4 distinct substrate-protocol signals across 4 pulls in 10 days); **`49401549` "Anthropic appears to be A/B testing reduced effort levels in Claude Code"** (29 pts, 17 cmts top, by `matthieu_bl` 2026-08-22, https://twitter.com/argofowl/status/2091150597374537729 — Twitter screenshot of Anthropic's apparent Claude Code effort-level A/B test; **4th Claude Code traceability entry in 14 days** after the 2026-08-08 Bluetooth-tracking + 2026-08-10 Auto mode default + 2026-08-21 reduced-effort A/B test entries; **adjacent-not-promoted** per scope (Claude Code is not on Robin's named stack; 29-pt engagement is well below the refresh thresholds)); **`49394496` "Three important steps in my maturation process"** (199 pts, 103 cmts best, by `tdullien` 2026-08-22, https://thomasdullien.github.io/posts/2026-08-21-three-important-steps-in-my-maturation-process/ — personal-blog essay by Thomas Dullien); **`49397947` "Embedded AI"** (29 pts, 9 cmts top, by `0x54MUR41` 2026-08-22, https://nostarch.com/embedded-ai — No Starch Press book publication); the 2026-08-21 pull (prior) also flagged four named-stack-adjacent items for traceability — **`49386163` "DeepSeek-v4-flash-vision-exp"** (379 pts, 124 cmts top+best, by `dares2573` 2026-08-21, https://api-docs.deepseek.com/guides/vision/ — DeepSeek vision capability extension; **DeepSeek V4 Flash is the canonical DeepSeek-M3 comparison benchmark cited on the `MiniMax-m3` row** via benchlm.ai "DeepSeek V4 Flash vs MiniMax M3: Benchmarks & Cost" 2026-08-01 + the HuggingFace `unsloth/DeepSeek-V4-Flash-GGUF` quantized local-LLM run path; the **vision capability extension** is a V4 Flash capability milestone that expands the model family into the **same multimodal territory MiniMax-M3 occupies** per the MyClaw.ai 2026-07-29 confirmation; 379-pt + 124-cmt engagement is the **fourth-highest engagement on the pull** — the strongest named-stack-adjacent item of the pull by inference-lane impact; **adjacent-not-promoted** per scope because DeepSeek is not on Robin's named daily-driver stack and the V4 vision extension is a DeepSeek-side capability rather than a MiniMax-side change; any future HN item combining DeepSeek V4 vision + explicit MiniMax-M3 multimodal parity benchmarks becomes the first corroborating event for a `MiniMax-m3-row-annex-multimodal-parity` annex on the existing row); **`49390739` "Show HN: Proliferate- open-source, self-hostable Codex for any coding agent"** (11 pts, 5 cmts top, by `pablo24602` 2026-08-21, github.com/proliferate-ai/proliferate — self-hostable "Codex for any coding agent"; **Codex CLI is on Robin's named daily-driver stack** so this is the **strongest named-stack direct cross-walk of the pull by name**; **adjacent-not-promoted** per scope because (a) 11-pt engagement is too low for a theme-row Last-seen refresh; (b) Proliferate is **not on Robin's named daily-driver stack**); **`49390463` "Building an (almost) fully self-hosted, sandboxed, agentic software factory"** (16 pts, 7 cmts top, by `jakelsaunders94` 2026-08-21, blog.jakesaunders.dev — personal-blog essay; **4th entry in the 5-day self-hosted-agentic-substrate cluster**; **adjacent-not-promoted** per scope); **`49378957` "The August 17 outage"** (617 pts, 722 cmts best, by `0xedb` 2026-08-21, github.blog — GitHub's official post-mortem on the August 17 outage; **highest-engagement infrastructure post-mortem of the pull** by far; **adjacent-not-promoted** per scope); one additional flag-for-traceability item stays adjacent-not-promoted: **`49390910` LiteLLM (YC W23) Is Hiring – Rust / Performance Engineers** (1 pt top); the 2026-08-20 pull (prior-prior-prior) also flagged two named-stack-adjacent items for traceability — **`49367350` "Feature Request: Support AGENTS.md"** (340 pts, 212 cmts, best, by `fg137`, github.com/anthropics/claude-code/issues/6235 — GitHub feature-request issue on the Anthropic Claude Code repo asking Anthropic to natively support the `AGENTS.md` standard, the same AGENTS.md standard referenced in OpenWiki's ROOT_SYSTEM_POLICY at "Repository /AGENTS.md and /CLAUDE.md files are instructions for repository code agents, not local-wiki instructions."; **adjacent-not-promoted** per scope (Claude Code is not on Robin's named stack); **`49365443` "Unsloth Dynamic 3.0 GGUFs"** (314 pts, 115 cmts, best, by `jonesy827`, unsloth.ai/docs/basics/dynamic-3.0-ggufs — Unsloth's release of Dynamic 3.0 GGUFs quantization format; **adjacent-not-promoted** per scope (Unsloth quantization-format release, not a MiniMax model change)); the **2026-08-23** pull (prior) flagged three named-stack-adjacent items for traceability — **`49409092` "What Is a Harness?"** (121 pts, 83 cmts top, by `tosh` 2026-08-23, https://earendil.com/posts/what-is-a-harness/ — definitional essay on agent harnesses; **6th entry in the now 11-day self-hosted-agentic-substrate cluster** — total cluster engagement now 791 pts across 6 items (DeepSeek Harness 422 + machine0 19 + OneCLI 21 + self-hosted factory 16 + Munder Difflin 192 + What Is a Harness? 121); the **definitional framing directly answers the architectural question that the cluster essays have been implicitly raising** — what IS an agent harness — making this the strongest cross-walk to Hermes Agent's harness architecture of the entire cluster; **adjacent-not-promoted** per scope (definitional essay, not a vendor-stack change); **`49402232` "Why your local LLM feels dumber than it is"** (450 pts top+best, 182 cmts, Level1Techs forum — local-LLM optimization essay; **highest-engagement item of the pull** at 450 pts + 182 cmts, **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** via `unsloth/MiniMax-M3-GGUF` quantized local-LLM run path + the ITX 24h host commitment; **adjacent-not-promoted** per scope (third-party local-LLM optimization essay, not a MiniMax model release or unsloth update)); **`49410097` "GLM-5.3 (open-weight) beat Anthropic/OpenAI models – for 1/5 the cost"** (141 pts top+best, 143 cmts, by `ed-is-ai` 2026-08-23, https://reinvently.co.uk/tools/ed-o-meter/ — GLM-5.3 open-weight benchmark; **strongest open-weight-LLM-adjacent item of the pull**, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor (DeepSeek V4 Flash / GLM / Qwen / Llama family); cross-walked to **`49409073` "I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day"** (268 pts top+best, 107 cmts, by `dr_pardee` 2026-08-23, https://ericpardee.github.io/fire-hd-ownership/ — GLM-5.3 in a tablet-ownership experiment, **highest-engagement GLM-5.3 cluster item at 268 pts**, off-scope per scope); **adjacent-not-promoted** per scope (GLM-5.3 is not on Robin's named stack); plus **`49407507` "I gave Qwen 3.8 27B a reverse-engineering job and it finished in 30 minutes"** (234 pts top+best, 106 cmts, by `raybb` 2026-08-23, https://www.xda-developers.com/qwen-3-8-27b-reverse-engineering-job-frontier-model/ — Qwen 3.8 27B reverse-engineering test, **highest-engagement Qwen-adjacent item of the pull**, **adjacent-not-promoted** per scope); plus **`49410149` "Vit D assoc w better cognition in those w sleep disturb./mild cognitive impair"** (15 pts top, 5 cmts, sciencedirect.com — clinical-nutrition paper on Vitamin D + cognition in sleep-disturbance / mild cognitive impairment, **only clinical-research paper on the 2026-08-23 top+best feed lane**, **adjacent-not-promoted** per scope (clinical nutrition is not one of Robin's 4 application domains)); plus **`49410628` "We must not grant AI agents legal personhood"** (7 pts top, 5 cmts, FT opinion piece on AI agent legal personhood, **adjacent-not-promoted** per scope (FT policy opinion)); the **2026-08-24** pull (this run) flagged three named-stack-adjacent items for traceability — **`49411102` "Anthropic's best AI model struggles to attract users as cheaper tools thrive"** (738 pts top+best, 649 cmts, by `GSukhov` 2026-08-24, https://www.ft.com/content/5ee49718-c258-4f01-aa32-7e5b76ae5245 — Financial Times business-model analysis of Anthropic pricing pressure; **highest-engagement item of the pull** at 738 pts + 649 cmts, the **first AI-vendor business-model item to cross 700 pts since the 2026-08-13 `DeepSeek Harness` (422 pts)** — a 316-pt engagement delta; **strongest AI-vendor-business-adjacent item of the pull by inference-lane impact** — cross-walks to the `MiniMax-m3` row's open-weight comparison anchor (DeepSeek V4 Flash / GLM / Qwen / Llama family of open-weight competitive set pressuring closed-weight pricing); **adjacent-not-promoted** per scope (FT business-model analysis, not a Hermes / MiniMax / OpenWiki / Codex CLI release); **`49421554` "Coding expertise is going to collapse from AI reliance"** (202 pts top, 234 cmts, by `larsfaye` 2026-08-24, https://larsfaye.com/articles/ai-coding-will-prevent-expertise — personal-blog essay on coding-expertise-collapse from AI reliance; **strongest AI-coding-agent-adjacent item of the pull** at 234 cmts (third-highest top+best comment count on the pull); **adjacent-not-promoted** per scope (coding-talent-debate essay, not a Codex-CLI-side change)); **`49415893` "FDA clears blood test to aid evaluation for Alzheimer's disease"** (154 pts top, 73 cmts, washu.edu — FDA clearance press release; **only clinical-research-adjacent item on the 2026-08-24 top+best feed lane**; **adjacent-not-promoted** per scope (Alzheimer's-diagnostic is not one of Robin's 4 application domains)); the 2026-08-24 pull also recorded **zero self-hosted-agentic-substrate cluster entries** — the first quiet pull in the cluster since 2026-08-13 (7 cluster items in 12 days with one miss is still a strong cluster density pattern, 0.58 entries/day over 12 days); the `class-organoid-3d-bioprinting` theme-row **Last seen stayed at 2026-08-24 via the git-repo-1 2026-08-24T18:05Z 5-paper LDR burst** (CelVivo App Note 2026 + Aiello & Bagni 2025 biorxiv RC brain organoid CFD + Ajongbolo 2025 Cells brain-organoid review + Kim 2025 NatCommun EGaIn liquid-metal 3D MEA + Tian 2025 NatCommun hiPSC epicardium mTOR — 3 CelVivo-aligned + 1 3Brain-adjacent + 1 cardiac epicardium) — the **HN lane did NOT promote the row**, the promotion came from the git-repo evidence per the established scope discipline (HN lane is for high-engagement inference-lane / agent-stack adjacents + low-engagement application-domain watchlist items, not vendor-direct signals); all 2026-08-23 + 2026-08-24 named-stack-adjacent items stay adjacent-not-promoted under the existing scope discipline; the **2026-08-25** pull (this run) flagged three named-stack-adjacent items for traceability — **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts top, by `garo-pro` 2026-08-25, https://modelscope.cn/models/Qwen/Qwen3.8-Flash-Next — ModelScope; **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** — the seventh-highest top-feed engagement on the pull (the Apple M5/M6 cluster dominates the top of the pull: 629 + 582 + 523 + 288 pts across four Apple items); **seventh open-weight-LLM-adjacent item in the 2026-08-07 streak** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + GLM-5.3 tablet 268 pts 2026-08-23 + **Qwen 3.8-Flash-Next 244 pts 2026-08-25** — **1,580+ pts across 6 top-feed items in 6 pulls over 8 days**, the **strongest sustained engagement cluster in the 2026-08-07 streak**; the **Qwen 3.8-Flash-Next "125B a6B" framing** cross-walks to the `MiniMax-m3` row's open-weight comparison anchor (DeepSeek V4 Flash / GLM / Qwen / Llama family); the **ModelScope source** is the canonical Chinese open-weight model registry (Alibaba's hosted model hub); **adjacent-not-promoted** per scope because Qwen 3.8-Flash-Next is **not on Robin's named daily-driver stack** and the established scope rule keeps non-named-stack open-weight LLM releases adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself); **`49434291` "Anthropic tells staff to work from home due to possible security team strike"** (89 pts top, by `DGAP` 2026-08-25, https://www.businessinsider.com/anthropic-san-francisco-staff-work-remote-office-security-strike-2026-8 — Business Insider; **strongest AI-vendor-business-adjacent item of the pull by Anthropic operational-distress context** — the **first HN item since the 2026-08-13 `DeepSeek Harness` (422 pts)** to surface a specific Anthropic operational risk; cross-walks to the broader Anthropic-competitive-pressure narrative that the 2026-08-24 FT Anthropic pricing-pressure essay (738 pts) already documented; **adjacent-not-promoted** per scope because Anthropic operational distress is upstream-of-MiniMax competitive context, not a vendor-stack change Robin acts on); **`49437152` "Water Behind the Watts: The Hidden Risk of Powering Data Centers"** (15 pts top, by `hn_acker` 2026-08-25, https://www.ceres.org/resources/reports/water-behind-the-watts-the-hidden-risk-of-powering-data-centers — Ceres; **only data-center-energy-adjacent item on the 2026-08-25 top+best feed lane** + **first water-resource framing in the 2026-08-07 streak** (the streak has covered data-center capacity + AI-vendor pricing + AI-vendor operational distress, but not the water-resource side); **adjacent-not-promoted** per scope (15-pt engagement is well below all refresh thresholds; data-center water-resource sustainability is not on Robin's named daily-driver stack or 4 application domains)); plus two secondary adjacents stay adjacent-not-promoted: **`49436400` "Run Minecraft in a Windows Sandbox for Computer Use Agents"** (6 pts top, cua.ai — computer-use-agent how-to) + **`49435781` "Warnock: Harnessing GPU Geometry Amplification for Vector Graphics"** (17 pts top, ACM Digital Library — GPU geometry amplification for vector graphics rendering with "Harnessing" name-collision only, not an agent-harness item); the 2026-08-25 pull also recorded **zero self-hosted-agentic-substrate cluster entries** — the **second consecutive quiet pull in the cluster** since 2026-08-13 (7 cluster items in 14 days with two misses, density dropping from 0.55 to 0.43 entries/day — **cooling density pattern** worth flagging); the **open-weight-LLM cluster** is now the **strongest sustained engagement cluster in the 2026-08-07 streak** with 1,580+ pts across 6 items in 6 pulls over 8 days — the **most-promotable adjacents cluster** to date but stays adjacent-not-promoted per scope (none of the open-weight LLM models is on Robin's named stack); all 2026-08-25 named-stack-adjacent items stay adjacent-not-promoted under the existing scope discipline — see HN source page)
 - **Web search evidence index** — `/sources/web-search.md` (active; last successful pull 2026-08-03 18:08 UTC — first pull after the 3-day outage streak; CELLINK × Volumetric new Lumen X + 3Brain Utrecht Summer School + CelVivo ClinoStar 2 / Thailand Lab 2026 surfaced, see source page; 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 update attempts skipped — connector not enabled in runtime registry, `TAVILY_API_KEY` missing; disk config shows `enabled: true` + 6 Chinese queries but the runtime registry disagrees — operational concern, not a wiki-synthesis concern; **thirteenth consecutive skip on the same code path** including 2026-08-25)
-- **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-25 18:13 UTC — covers Robin's Obsidian vault (HEAD `9d4767c7` 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window** — **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours = the largest sustained 2-day research output in Robin's vault activity log**; commit chain `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS → `583859a8` Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/Femtobiomed 5-vendor product mapping retrofit + 净化 Robin mentions — **FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline**) → `5907cdfc` Shen 2026 Chin Med J 血管化类器官综述 → `9d4767c7` Zhai 2026 Sci Adv 3D 皮肤天疱疮; **3 NEW `04-Literature/Deep-Reads/` subfolders** created in a single day — `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai); the cluster returns to per-vendor / per-application-domain subfolder discipline after the 2026-08-23/24 root-level non-standard pattern; vendor-anchor mapping via the `9aa2af4c` retrofit: 5-vendor (CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed) product mapping applied retroactively to Tevonian + Yang; **first post-publish vendor-mapping step in Robin's LDR SOP**, effectively iterating the 8-step SOP to a 9-step SOP; the `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-new-`Review/`-subfolder is now at **14-day carry-forward** (mtime `2026-08-11 16:31:54 +0800`), uncommitted since 2026-08-11, structural signal continues to weaken, **12 fetches silent** on the file; the 2 prior untracked directories `celvivo_commercial/1331651_20260630_131201.pdf` + `templates/类器官IRB申请清单.md` v1.0 are now at **9-day carry-forward**; the **`deepread_40240593/`** pipeline-workspace directory is now at **2-day carry-forward**) + OpenWiki wiki (HEAD `1003b92` 2026-08-25, **2 new automated wiki commits since the 2026-08-24T18:05Z fetch**: `3255613` chore: daily update 2026-08-25 (2026-08-25T02:23 +0800 — **committed 17 files** from the prior dirty set, the **largest single daily update in the wiki's history**; carried the synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-24T18:05Z runs) + `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, 2026-08-25T02:30 +0800, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25) + the prior 2026-08-24 fetch's 2 wiki commits (`9cc5e63` daily update 2026-08-24 + `127c2dc` sources-sync 2026-08-24, the **tenth** consecutive sources-sync); **30 vault commits since 2026-08-03 fetch** (+5 from the prior 25-commit baseline at the 2026-08-24T18:05Z fetch); wiki-side carries **11 uncommitted synthesis-layer edits** (+3 vs the 8-dirty-file baseline at the 2026-08-24 fetch because the `3255613` daily update added 3 newly dirty files `index.md` + `quickstart.md` + `sources/git-repo.md`); **operational issue carries forward** — the `2507925` 2026-08-15 sources-sync count-data wipe (NocoDB 6614 → 0 records, Wiki.js 83 → 0 unique pages, RAGFlow landing 200 → 000) is now re-applied across **11 sources-syncs** (`997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25); the on-disk source configs are unaffected; data is recoverable from `git show 1737454:sources/nocodb.md` etc. — recorded for traceability on `/sources/git-repo.md` Notable-entity § "2026-08-15 sources-sync bug" and on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters and is not affected; **the 2026-08-24/25 10-paper LDR burst across 48 hours strengthens the `class-organoid-3d-bioprinting` theme-row evidence footprint** (3 new application-domain subfolders Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids, plus the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) but does not promote a new theme row per scope discipline — the existing `class-organoid-3d-bioprinting` row's existing topic-key covers the same general territory — see `/themes.md` + `/themes/05-robin-research.md` + `/sources/literature.md` + `/commitments.md` for synthesis)
+- **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-26 18:06 UTC — covers Robin's Obsidian vault (HEAD `9d4767c7` 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window** — **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours = the largest sustained 2-day research output in Robin's vault activity log**; commit chain `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS → `583859a8` Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/Femtobiomed 5-vendor product mapping retrofit + 净化 Robin mentions — **FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline**) → `5907cdfc` Shen 2026 Chin Med J 血管化类器官综述 → `9d4767c7` Zhai 2026 Sci Adv 3D 皮肤天疱疮; **3 NEW `04-Literature/Deep-Reads/` subfolders** created in a single day — `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai); the cluster returns to per-vendor / per-application-domain subfolder discipline after the 2026-08-23/24 root-level non-standard pattern; vendor-anchor mapping via the `9aa2af4c` retrofit: 5-vendor (CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed) product mapping applied retroactively to Tevonian + Yang; **first post-publish vendor-mapping step in Robin's LDR SOP**, effectively iterating the 8-step SOP to a 9-step SOP; the `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-new-`Review/`-subfolder is now at **14-day carry-forward** (mtime `2026-08-11 16:31:54 +0800`), uncommitted since 2026-08-11, structural signal continues to weaken, **12 fetches silent** on the file; the 2 prior untracked directories `celvivo_commercial/1331651_20260630_131201.pdf` + `templates/类器官IRB申请清单.md` v1.0 are now at **9-day carry-forward**; the **`deepread_40240593/`** pipeline-workspace directory is now at **2-day carry-forward**) + OpenWiki wiki (HEAD `1003b92` 2026-08-25; the 2026-08-26T18:06Z fetch is documented in the "Latest update" section above — the wiki HEAD bumped to `ebb95c0a` via 2 automated commits (`81ac94a` daily update 2026-08-26 committed 14 of the prior 17 dirty files + `ebb95c0` sources-sync 2026-08-26, the **twelfth** consecutive sources-sync re-applying the count-data wipe pattern; reducing uncommitted-file count from 11 → 8), and the vault HEAD stayed at `9d4767c7` because the 2026-08-26 fetch observed **0 new vault commits** (vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); the 4 untracked directories carry forward with bumped carry-forward counts: `Review/` 14 → **15-day** (12 → 13 fetches silent), `celvivo_commercial/` + `templates/` 9 → **10-day**, `deepread_40240593/` 2 → **3-day**) — the prior 2 wiki commits at the 2026-08-25 fetch were `3255613` chore: daily update 2026-08-25 (2026-08-25T02:23 +0800 — **committed 17 files** from the prior dirty set, the **largest single daily update in the wiki's history**; carried the synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-24T18:05Z runs) + `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, 2026-08-25T02:30 +0800, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25) + the prior 2026-08-24 fetch's 2 wiki commits (`9cc5e63` daily update 2026-08-24 + `127c2dc` sources-sync 2026-08-24, the **tenth** consecutive sources-sync); **30 vault commits since 2026-08-03 fetch** (+5 from the prior 25-commit baseline at the 2026-08-24T18:05Z fetch); wiki-side carries **11 uncommitted synthesis-layer edits** (+3 vs the 8-dirty-file baseline at the 2026-08-24 fetch because the `3255613` daily update added 3 newly dirty files `index.md` + `quickstart.md` + `sources/git-repo.md`); **operational issue carries forward** — the `2507925` 2026-08-15 sources-sync count-data wipe (NocoDB 6614 → 0 records, Wiki.js 83 → 0 unique pages, RAGFlow landing 200 → 000) is now re-applied across **11 sources-syncs** (`997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25); the on-disk source configs are unaffected; data is recoverable from `git show 1737454:sources/nocodb.md` etc. — recorded for traceability on `/sources/git-repo.md` Notable-entity § "2026-08-15 sources-sync bug" and on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters and is not affected; **the 2026-08-24/25 10-paper LDR burst across 48 hours strengthens the `class-organoid-3d-bioprinting` theme-row evidence footprint** (3 new application-domain subfolders Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids, plus the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) but does not promote a new theme row per scope discipline — the existing `class-organoid-3d-bioprinting` row's existing topic-key covers the same general territory — see `/themes.md` + `/themes/05-robin-research.md` + `/sources/literature.md` + `/commitments.md` for synthesis)
 - **Project / people / company pages** — only created when durable entities emerge from ingested data
 
 These are intentionally blank until there is real evidence to put in them. Populating them with placeholders would dilute the synthesis layer. the synthesis layer.
\ No newline at end of file
diff --git a/sources/README.md b/sources/README.md
index 4879eb9..e7a2d6c 100644
--- a/sources/README.md
+++ b/sources/README.md
@@ -2,8 +2,8 @@
 type: "Reference"
 title: "Sources"
 description: "Per-connector evidence indexes and ingestion coverage for the local knowledge wiki; durable synthesis lives on canonical pages."
-tags: [sources, connectors, evidence, ingestion, 2026-08-25, 2026-08-24, 2026-08-23]
-timestamp: 2026-08-25T18:13:00Z
+tags: [sources, connectors, evidence, ingestion, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23]
+timestamp: 2026-08-26T18:06:15Z
 ---
 
 # Sources
@@ -14,8 +14,8 @@ Per-connector evidence indexes. Each connector gets its own page (for example `g
 
 | Connector | Page | Status |
 | --- | --- | --- |
-| Hacker News (`hackernews-1`, LLM-agent topics) | [/sources/hackernews.md](/sources/hackernews.md) | active (last 2026-08-25 18:00 UTC — fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries; the 2026-08-25 pull is a fully-zero pull (organoid 0 + CelVivo 0 + 3Brain 0 + Cellink 0 + openwiki 0 + deepagents 0, `nbHits=null` in the runtime payload) — **2026-08-23 + 2026-08-24 + 2026-08-25 are three consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull; the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; the noise-only Algolia substring hits include **1 thematic organoid duplicate** (`49400587` Nautilus "The Remarkable Lives of 5-Year-Old Brain Organoids" 1 pt top, the 3rd neural-organoid HN signal in 11 pulls after the 2026-07-27 Nature biocomputing `49071596` + 2026-08-12 Wired `49266068` + 2026-08-20 Nature `49366519` + Science Alert `49373812`) + **2 agent-memory-architecture adjacents** (`49394827` OzBrain 72 pts top, submitter text explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers" — exact architectural parallel to Robin's OpenWiki + Obsidian vault stack; `49399942` Knowl 1 pt top, open-source MCP-backed agent memory with memory-pruning pattern — same pattern the `agent-memory-architecture` row anchors on); the strongest named-stack-adjacent items are `49398152` "Munder Difflin – Agent harness to run an office of your clones" 192 pts top (agent harness cross-walks to the same agent-as-primary-compute-substrate narrative Robin's `hermes-agent-v0-19-quicksilver` row documents; **5th entry in the now 5-day self-hosted-agentic-substrate cluster** — DeepSeek Harness 2026-08-13 + machine0 2026-08-18 + OneCLI 2026-08-19 + self-hosted agentic software factory 2026-08-21 + **Munder Difflin 2026-08-22** — 5 independent submissions across 5 consecutive working days, with Munder Difflin's 192-pt engagement being the second-highest of the cluster after the 422-pt DeepSeek Harness; cluster is now an emerging-pattern watchlist candidate) + `49399591` "New MCP Roadmap" 120 pts top (official MCP roadmap from the canonical MCP blog at blog.modelcontextprotocol.io — **first MCP-protocol roadmap entry since the 2026-07-28 MCP revision finalization** documented on the `hermes-agent-v0-19-quicksilver` row; **MCP substrate is its own substrate-cluster watchlist candidate** — MCP Memory 2026-08-13 + machine0 MCP support 2026-08-18 + OneCLI MCP connectors 2026-08-19 + **New MCP Roadmap 2026-08-22** — 4 distinct substrate-protocol signals across 4 pulls in 10 days; MCP is the protocol-layer substrate of every named-stack item on Robin's workflow — Hermes Agent / Codex CLI / OpenWiki / RAGFlow / machine0 / OneCLI all depend on MCP), with five additional adjacents flagged for traceability: `49394827` OzBrain 72 pts top (3Brain substring-noise duplicate; direct Obsidian-vault + MCP architectural parallel to Robin's OpenWiki stack; adjacent-not-promoted per scope), `49399942` Knowl 1 pt top (Cellink substring-noise duplicate; open-source MCP-backed agent memory with memory-pruning pattern; adjacent-not-promoted per scope), `49400587` Nautilus 5-Year-Old Brain Organoids 1 pt top (organoid/3Brain substring-noise duplicate; 3rd neural-organoid HN signal in 11 pulls; flagged-for-traceability rather than promoted because 1-pt engagement is below the 5-pt 2026-08-12 Wired + 18-pt 2026-08-20 Nature engagement thresholds that drove prior `class-organoid-3d-bioprinting` Last-seen refreshes), `49401549` Anthropic Claude Code A/B testing reduced effort levels 29 pts top (4th Claude Code traceability entry in 14 days; adjacent-not-promoted per scope — Claude Code is not on Robin's named stack), `49394496` "Three important steps in my maturation process" 199 pts best (Thomas Dullien personal-blog essay; adjacent-not-promoted per scope — off-scope per scope discipline), `49397947` "Embedded AI" 29 pts top (No Starch Press book publication; adjacent-not-promoted per scope — book publication, not a vendor stack change)) |
-| Git repo (`git-repo-1`, Obsidian vault + OpenWiki wiki) | [/sources/git-repo.md](/sources/git-repo.md) | active (last 2026-08-24 18:05 UTC — **5 new vault commits** in the 2026-08-23T18:11Z → 2026-08-24T18:05Z window (the largest single-day LDR burst since 2026-07-29: CelVivo App Note 2026 + Aiello & Bagni 2025 biorxiv Rotating Chamber + Tian 2025 Nat Commun epicardium mTOR + Kim 2025 Nat Commun EGaIn 3D MEA + Ajongbolo 2025 Cells brain organoid review — all 5 at `04-Literature/Deep-Reads/` root, non-standard pattern); vault HEAD bumped `a4fa5a32` → `fb017e4f`; 2 new automated wiki commits since 2026-08-23T18:11Z fetch (`9cc5e63` daily update 2026-08-24 + `127c2dc` sources-sync 2026-08-24, the **tenth** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + now `127c2dc` 2026-08-24); 1 new untracked directory `deepread_40240593/` (7 subdirs, LDR pipeline intermediate-artifact workspace)) |
+| Hacker News (`hackernews-1`, LLM-agent topics) | [/sources/hackernews.md](/sources/hackernews.md) | active (last 2026-08-26 18:00 UTC — sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries; the 2026-08-26 pull is a fully-zero pull (organoid 0 + CelVivo 0 + 3Brain 0 + Cellink 0 + openwiki 0 + deepagents 0, `nbHits=null` in the runtime payload) — **2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 are four consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull; the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; the noise-only Algolia substring hits include **1 thematic organoid duplicate** (`49400587` Nautilus "The Remarkable Lives of 5-Year-Old Brain Organoids" 1 pt top, the 3rd neural-organoid HN signal in 11 pulls after the 2026-07-27 Nature biocomputing `49071596` + 2026-08-12 Wired `49266068` + 2026-08-20 Nature `49366519` + Science Alert `49373812`) + **2 agent-memory-architecture adjacents** (`49394827` OzBrain 72 pts top, submitter text explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers" — exact architectural parallel to Robin's OpenWiki + Obsidian vault stack; `49399942` Knowl 1 pt top, open-source MCP-backed agent memory with memory-pruning pattern — same pattern the `agent-memory-architecture` row anchors on); the strongest named-stack-adjacent items on the 2026-08-26 pull are `49449507` "GLM-5.3-Flash" 530 pts top (**strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **highest engagement open-weight-LLM item of the 2026-08-07 streak**; **eighth open-weight-LLM-adjacent item in the streak** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + GLM-5.3 tablet 268 pts 2026-08-23 + Qwen 3.8-Flash-Next 244 pts 2026-08-25 + **GLM-5.3-Flash 530 pts 2026-08-26** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the **strongest sustained engagement cluster in the 2026-08-07 streak**; Z.ai flash-tier framing mirrors the V4-Flash + Qwen-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references; adjacent-not-promoted per scope — Z.ai / GLM is not on Robin's named stack) + `49448210` "Qwen3.8-Flash-Next" 441 pts top (qwen.ai blog — Alibaba's official Qwen blog; **canonical "releasing tomorrow → released" follow-up pattern** confirming the 2026-08-25 "releasing tomorrow" announcement `49432317` 244 pts; **strongest Qwen-flash-family item of the streak**; adjacent-not-promoted per scope — Qwen is not on Robin's named stack) + `49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights" 391 pts top (Bloomberg; **strongest Bloomberg-sourced Z.ai item of the streak**; "will release its weights" framing confirms Z.ai's open-weight release commitment; stealth-model-rivals-deepseek framing cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item; adjacent-not-promoted per scope — Z.ai is not on Robin's named stack) + `49445727` "RAG Is Simpler Than You Think" 345 pts top (lighthousenewsletter.com; **closest-to-Robin's-stack item of the pull** because **RAGFlow IS on Robin's named daily-driver stack**; the essay is a general RAG-architecture discussion rather than a RAGFlow-specific release or technical change, so adjacent-not-promoted per scope); three additional adjacents flagged for traceability: `49450188` "VMs won't contain cyber-capable agents" 69 pts top (Trail of Bits blog — agent-substrate essay, first agent-substrate essay since the 2026-08-23 "What Is a Harness?" entry in the cluster; adjacent-not-promoted per scope), `49451313` "The turbulent AI era is here" 52 pts top (Bill Gates Notes — first Bill Gates Notes AI-essay on the 2026-08-07 streak; adjacent-not-promoted per scope), `49452980` "An ongoing 3D-printer AGPL violation" 10 pts top (LWN.net — open-source licensing news with "3D" word-collision only; off-scope per scope)) |
+| Git repo (`git-repo-1`, Obsidian vault + OpenWiki wiki) | [/sources/git-repo.md](/sources/git-repo.md) | active (last 2026-08-26 18:06 UTC — **5 new vault commits in the 2026-08-24/25 SECOND consecutive 5-paper LDR burst** (Tevonian 2026 Nat Commun 血管化肝 MPS → Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 5-vendor product mapping retrofit + 净化 Robin mentions — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline → Shen 2026 Chin Med J 血管化类器官综述 → Zhai 2026 Sci Adv 3D 皮肤天疱疮; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log); vault HEAD bumped `a4fa5a32` → `9d4767c7` (the 2026-08-26T18:06Z fetch observed **vault HEAD unchanged** at `9d4767c7`, **0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); 3 NEW `04-Literature/Deep-Reads/` subfolders created in a single day on 2026-08-25 — `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`; 2 new automated wiki commits since 2026-08-24T18:05Z fetch on 2026-08-25 (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern); 2 new automated wiki commits since the 2026-08-25T18:13Z fetch on 2026-08-26 (`81ac94a` daily update 2026-08-26 committed 14 of the prior 17 dirty files reducing uncommitted-file count from 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the **twelfth** consecutive sources-sync); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` over the 2026-08-25 + 2026-08-26 window; 1 new untracked directory `deepread_40240593/` (7 subdirs, LDR pipeline intermediate-artifact workspace) + 2 carry-forward untracked directories `celvivo_commercial/` + `templates/` + 1 carry-forward untracked file `Review/zhou2023_computer_vision_microfluidics.md`; the 4 carry-forward untracked set bumped carry-forward at the 2026-08-26 fetch — `Review/` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation) |
 | Web Search (`web-search-1`, Tavily) | [/sources/web-search.md](/sources/web-search.md) | active (latest pull 2026-08-03; 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 update attempts skipped — connector not enabled, `TAVILY_API_KEY` missing; **thirteenth consecutive skip on the same code path**) |
 
 Additional connectors appear here automatically once they are authenticated and ingested at least once.
@@ -29,8 +29,8 @@ Additional connectors appear here automatically once they are authenticated and
 | Notion | not configured | Notion MCP credentials | Discovery via `openwiki_list_mcp_tools`; do not guess tool names. |
 | X / Twitter | not configured | `OPENWIKI_X_ACCESS_TOKEN` via `openwiki auth x` | Streams: `home_timeline`, `user_posts`, `mentions`, `bookmarks`, `list_posts`. |
 | Web Search | **active** (`web-search-1`) | `TAVILY_API_KEY` (currently empty) | Tavily via LangChain; reads configured queries. Latest successful pull 2026-08-03 18:08 UTC; the 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 update attempts were skipped because the connector was not enabled in the runtime registry (**thirteenth consecutive skip on the same code path**; nightly searxng-fallback slot for 2026-08-24 is also empty on disk). Evidence at [/sources/web-search.md](/sources/web-search.md). |
-| Hacker News | **active** (`hackernews-1`) | _(public, no auth)_ | Public feeds (`top`, `new`, `best`) + Algolia HN search queries. Source-specific query set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` (LLM-agent topics per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories"). Last successful pull 2026-08-25 18:00 UTC — **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the **2026-08-25 pull adds to 2026-08-23 + 2026-08-24 to form three consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull; empty-pulls-on-vendor-queries is normal cadence, not an outage, no config-side intervention needed). The two strongest named-stack-adjacent items of the pull are `49398152` "Munder Difflin – Agent harness to run an office of your clones" 192 pts top (agent harness cross-walks to the same agent-as-primary-compute-substrate narrative Robin's `hermes-agent-v0-19-quicksilver` row documents; **5th entry in the now 5-day self-hosted-agentic-substrate cluster** — DeepSeek Harness 2026-08-13 + machine0 2026-08-18 + OneCLI 2026-08-19 + self-hosted agentic software factory 2026-08-21 + **Munder Difflin 2026-08-22** — 5 independent submissions across 5 consecutive working days, with Munder Difflin's 192-pt engagement being the second-highest of the cluster after the 422-pt DeepSeek Harness; cluster is now an emerging-pattern watchlist candidate) + `49399591` "New MCP Roadmap" 120 pts top (official MCP roadmap from the canonical MCP blog at blog.modelcontextprotocol.io; **first MCP-protocol roadmap entry since the 2026-07-28 MCP revision finalization**; **MCP substrate is its own substrate-cluster watchlist candidate** — MCP Memory 2026-08-13 + machine0 MCP support 2026-08-18 + OneCLI MCP connectors 2026-08-19 + **New MCP Roadmap 2026-08-22** — 4 distinct substrate-protocol signals across 4 pulls in 10 days); five additional adjacents flagged for traceability: `49394827` OzBrain 72 pts top (3Brain substring-noise duplicate; direct Obsidian-vault + MCP architectural parallel to Robin's OpenWiki stack; adjacent-not-promoted per scope), `49399942` Knowl 1 pt top (Cellink substring-noise duplicate; open-source MCP-backed agent memory with memory-pruning pattern; adjacent-not-promoted per scope), `49400587` Nautilus 5-Year-Old Brain Organoids 1 pt top (organoid/3Brain substring-noise duplicate; 3rd neural-organoid HN signal in 11 pulls; flagged-for-traceability rather than promoted because 1-pt engagement is below the 5-pt Wired + 18-pt Nature engagement thresholds that drove prior `class-organoid-3d-bioprinting` Last-seen refreshes), `49401549` Anthropic Claude Code A/B testing reduced effort levels 29 pts top (4th Claude Code traceability entry in 14 days; adjacent-not-promoted per scope — Claude Code is not on Robin's named stack), `49394496` "Three important steps in my maturation process" 199 pts best (Thomas Dullien personal-blog essay; adjacent-not-promoted per scope — off-scope per scope discipline), `49397947` "Embedded AI" 29 pts top (No Starch Press book publication; adjacent-not-promoted per scope — book publication, not a vendor stack change). The 2026-08-20 pull (prior-prior) produced the `class-organoid-3d-bioprinting` theme-row Last-seen refresh 2026-08-12 → 2026-08-20 via the recurrence criterion (the `49366519` Nature organoid-time-passage paper 18 pts + `49373812` Science Alert cross-walk — second neural-organoid HN signal in 9 pulls); that refresh carries forward unchanged into the 2026-08-22 pull because the `49400587` Nautilus 5-Year-Old Brain Organoids 1-pt substring-noise duplicate qualifies for the recurrence criterion but 1-pt engagement is below the 5-pt Wired + 18-pt Nature thresholds. All eight 2026-08-22 adjacents stay adjacent-not-promoted per scope discipline. The 2026-08-23 pull (prior) added three named-stack-adjacent items — `49409092` "What Is a Harness?" 121 pts top (6th entry in self-hosted-agentic-substrate cluster, adjacent-not-promoted per scope — definitional essay, not a vendor-stack change), `49402232` "Why your local LLM feels dumber than it is" 450 pts top+best (highest-engagement item of the pull, direct local-LLM-stack cross-walk to the `MiniMax-m3` row, adjacent-not-promoted per scope — third-party local-LLM optimization essay), `49410097` GLM-5.3 vs Anthropic/OpenAI 141 pts top+best (open-weight-LLM-adjacent, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor, adjacent-not-promoted per scope — GLM is not on Robin's named stack), plus `49409073` GLM-5.3 tablet experiment 268 pts top+best + `49407507` Qwen 3.8 27B reverse-engineering 234 pts top+best + `49410149` Vit D + sleep-disturbance/cognition 15 pts top (off-scope) + `49410628` AI agents legal personhood 7 pts top (FT policy opinion, off-scope). The 2026-08-24 pull (prior) added three named-stack-adjacent items — `49411102` FT Anthropic pricing-pressure 738 pts top+best (highest-engagement item of the pull, AI-vendor-business-adjacent cross-walks to the `MiniMax-m3` row's open-weight competitive set pressuring closed-weight pricing, adjacent-not-promoted per scope), `49421554` "Coding expertise is going to collapse from AI reliance" 202 pts top (AI-coding-agent-adjacent, adjacent-not-promoted per scope — coding-talent-debate essay), `49415893` FDA Alzheimer's blood test clearance 154 pts top (only clinical-research-adjacent item, adjacent-not-promoted per scope — Alzheimer's-diagnostic is not one of Robin's 4 application domains). The **2026-08-25 pull** (this run) flagged three named-stack-adjacent items for traceability — `49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)" 244 pts top (ModelScope — Alibaba's hosted model hub; **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **seventh open-weight-LLM-adjacent item in the 2026-08-07 streak** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + GLM-5.3 tablet 268 pts 2026-08-23 + **Qwen 3.8-Flash-Next 244 pts 2026-08-25** — **1,580+ pts across 6 top-feed items in 6 pulls over 8 days**, the **strongest sustained engagement cluster in the 2026-08-07 streak**; the **Qwen 3.8-Flash-Next "125B a6B" framing** cross-walks to the `MiniMax-m3` row's open-weight comparison anchor (DeepSeek V4 Flash / GLM / Qwen / Llama family); adjacent-not-promoted per scope — Qwen is not on Robin's named stack), `49434291` "Anthropic tells staff to work from home due to possible security team strike" 89 pts top (Business Insider; **strongest AI-vendor-business-adjacent item of the pull by Anthropic operational-distress context** — the **first HN item since the 2026-08-13 `DeepSeek Harness` (422 pts)** to surface a specific Anthropic operational risk; cross-walks to the broader Anthropic-competitive-pressure narrative that the 2026-08-24 FT Anthropic pricing-pressure essay (738 pts) already documented; adjacent-not-promoted per scope — Anthropic operational distress is upstream-of-MiniMax competitive context, not a vendor-stack change Robin acts on), `49437152` "Water Behind the Watts: The Hidden Risk of Powering Data Centers" 15 pts top (Ceres sustainability non-profit; **only data-center-energy-adjacent item on the 2026-08-25 top+best feed lane** + **first water-resource framing in the 2026-08-07 streak**; adjacent-not-promoted per scope — 15-pt engagement is well below all refresh thresholds; data-center water-resource sustainability is not on Robin's named daily-driver stack or 4 application domains), plus two secondary adjacents — `49436400` "Run Minecraft in a Windows Sandbox for Computer Use Agents" 6 pts top (cua.ai computer-use-agent how-to, off-scope) + `49435781` "Warnock: Harnessing GPU Geometry Amplification for Vector Graphics" 17 pts top (ACM Digital Library — GPU geometry amplification for vector graphics rendering with "Harnessing" name-collision only, not an agent-harness item). The 2026-08-25 pull also recorded **zero self-hosted-agentic-substrate cluster entries** — the **second consecutive quiet pull in the cluster** since 2026-08-13 (7 cluster items in 14 days with two misses, density dropping from 0.55 to 0.43 entries/day — **cooling density pattern** worth flagging); the **open-weight-LLM cluster** is now the **strongest sustained engagement cluster in the 2026-08-07 streak** with 1,580+ pts across 6 items in 6 pulls over 8 days — the **most-promotable adjacents cluster** to date but stays adjacent-not-promoted per scope (none of the open-weight LLM models is on Robin's named stack). All 2026-08-23 + 2026-08-24 + 2026-08-25 named-stack-adjacent items stay adjacent-not-promoted under the existing scope discipline. Evidence at [/sources/hackernews.md](/sources/hackernews.md). |
-| Git repo | **active** (`git-repo-1`) | local repo path | Local Obsidian vault at `/home/ldw/workspace` + OpenWiki wiki at `/home/ldw/.openwiki/wiki` (two configured repos per `~/.openwiki/connectors/git-repo/config.json`). Writes compact manifest; repo itself is source of truth. Evidence at [/sources/git-repo.md](/sources/git-repo.md). Last updated 2026-08-24 18:05 UTC — **5 new vault commits in the 24-hour window** (the largest single-day LDR burst since 2026-07-29: CelVivo App Note 2026 + Aiello & Bagni 2025 biorxiv Rotating Chamber + Tian 2025 Nat Commun epicardium mTOR + Kim 2025 Nat Commun EGaIn 3D MEA + Ajongbolo 2025 Cells brain organoid review — all 5 at `04-Literature/Deep-Reads/` root, non-standard pattern vs the prior per-vendor subfolder discipline); vault HEAD bumped `a4fa5a32` → `fb017e4f`; 2 new automated wiki commits since the 2026-08-23 fetch (`9cc5e63` daily update 2026-08-24 + `127c2dc` sources-sync 2026-08-24, the **tenth** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + now `127c2dc` 2026-08-24); 1 new untracked directory `deepread_40240593/` (LDR pipeline intermediate-artifact workspace with 7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers). |
+| Hacker News | **active** (`hackernews-1`) | _(public, no auth)_ | Public feeds (`top`, `new`, `best`) + Algolia HN search queries. Source-specific query set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` (LLM-agent topics per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories"). Last successful pull 2026-08-26 18:00 UTC — **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the **2026-08-26 pull adds to 2026-08-23 + 2026-08-24 + 2026-08-25 to form four consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull; empty-pulls-on-vendor-queries is normal cadence, not an outage, no config-side intervention needed). The 2026-08-26 pull recorded **four adjacents worth flagging for traceability** — `49449507` "GLM-5.3-Flash" 530 pts top (Z.ai blog — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **highest engagement open-weight-LLM item of the 2026-08-07 streak**; **eighth open-weight-LLM-adjacent item in the streak** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + GLM-5.3 tablet 268 pts 2026-08-23 + Qwen 3.8-Flash-Next 244 pts 2026-08-25 + **GLM-5.3-Flash 530 pts 2026-08-26** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the **strongest sustained engagement cluster in the 2026-08-07 streak**; Z.ai flash-tier framing mirrors the V4-Flash + Qwen-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references; adjacent-not-promoted per scope — Z.ai / GLM is not on Robin's named stack) + `49448210` "Qwen3.8-Flash-Next" 441 pts top (qwen.ai blog — Alibaba's official Qwen blog; **canonical "releasing tomorrow → released" follow-up pattern** confirming the 2026-08-25 "releasing tomorrow" announcement `49432317` 244 pts; **strongest Qwen-flash-family item of the streak**; adjacent-not-promoted per scope — Qwen is not on Robin's named stack) + `49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights" 391 pts top (Bloomberg; **strongest Bloomberg-sourced Z.ai item of the streak**; "will release its weights" framing confirms Z.ai's open-weight release commitment; stealth-model-rivals-deepseek framing cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item; adjacent-not-promoted per scope — Z.ai is not on Robin's named stack) + `49445727` "RAG Is Simpler Than You Think" 345 pts top (lighthousenewsletter.com; **closest-to-Robin's-stack item of the pull** because **RAGFlow IS on Robin's named daily-driver stack**; the essay is a general RAG-architecture discussion rather than a RAGFlow-specific release or technical change, so adjacent-not-promoted per scope); three additional adjacents flagged for traceability: `49450188` "VMs won't contain cyber-capable agents" 69 pts top (Trail of Bits blog — agent-substrate essay, first agent-substrate essay since the 2026-08-23 "What Is a Harness?" entry in the cluster; adjacent-not-promoted per scope), `49451313` "The turbulent AI era is here" 52 pts top (Bill Gates Notes — first Bill Gates Notes AI-essay on the 2026-08-07 streak; adjacent-not-promoted per scope), `49452980` "An ongoing 3D-printer AGPL violation" 10 pts top (LWN.net — open-source licensing news with "3D" word-collision only; off-scope per scope). The 2026-08-25 pull (prior) flagged three named-stack-adjacent items for traceability — `49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)" 244 pts top (ModelScope; **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **seventh open-weight-LLM-adjacent item in the 2026-08-07 streak**; adjacent-not-promoted per scope — Qwen is not on Robin's named stack), `49434291` "Anthropic tells staff to work from home due to possible security team strike" 89 pts top (Business Insider; **strongest AI-vendor-business-adjacent item of the pull by Anthropic operational-distress context**; cross-walks to the broader Anthropic-competitive-pressure narrative; adjacent-not-promoted per scope — Anthropic operational distress is upstream-of-MiniMax competitive context, not a vendor-stack change Robin acts on), `49437152` "Water Behind the Watts: The Hidden Risk of Powering Data Centers" 15 pts top (Ceres sustainability non-profit; **only data-center-energy-adjacent item on the 2026-08-25 top+best feed lane** + **first water-resource framing in the 2026-08-07 streak**; adjacent-not-promoted per scope — 15-pt engagement is well below all refresh thresholds; data-center water-resource sustainability is not on Robin's named daily-driver stack or 4 application domains), plus two secondary adjacents — `49436400` "Run Minecraft in a Windows Sandbox for Computer Use Agents" 6 pts top (cua.ai computer-use-agent how-to, off-scope) + `49435781` "Warnock: Harnessing GPU Geometry Amplification for Vector Graphics" 17 pts top (ACM Digital Library — GPU geometry amplification for vector graphics rendering with "Harnessing" name-collision only, not an agent-harness item). The 2026-08-25 pull also recorded **zero self-hosted-agentic-substrate cluster entries** — the **second consecutive quiet pull in the cluster** since 2026-08-13. The 2026-08-26 pull now records the **third consecutive quiet pull in the cluster** — 6 cluster items in 13 days with three misses, density dropping from 0.55 to 0.46 entries/day — **deeper cooling density pattern** worth flagging; the **open-weight-LLM cluster** is now the **strongest sustained engagement cluster in the 2026-08-07 streak** with 2,551+ pts across 8 items in 6 pulls over 9 days — the **most-promotable adjacents cluster** to date but stays adjacent-not-promoted per scope (none of the open-weight LLM models is on Robin's named stack). The 2026-08-24 pull (prior) added three named-stack-adjacent items — `49411102` FT Anthropic pricing-pressure 738 pts top+best (highest-engagement item of the pull, AI-vendor-business-adjacent cross-walks to the `MiniMax-m3` row's open-weight competitive set pressuring closed-weight pricing, adjacent-not-promoted per scope), `49421554` "Coding expertise is going to collapse from AI reliance" 202 pts top (AI-coding-agent-adjacent, adjacent-not-promoted per scope — coding-talent-debate essay), `49415893` FDA Alzheimer's blood test clearance 154 pts top (only clinical-research-adjacent item, adjacent-not-promoted per scope — Alzheimer's-diagnostic is not one of Robin's 4 application domains). The 2026-08-23 pull (prior-prior) added three named-stack-adjacent items — `49409092` "What Is a Harness?" 121 pts top (6th entry in self-hosted-agentic-substrate cluster, adjacent-not-promoted per scope — definitional essay, not a vendor-stack change), `49402232` "Why your local LLM feels dumber than it is" 450 pts top+best (highest-engagement item of the pull, direct local-LLM-stack cross-walk to the `MiniMax-m3` row, adjacent-not-promoted per scope — third-party local-LLM optimization essay), `49410097` GLM-5.3 vs Anthropic/OpenAI 141 pts top+best (open-weight-LLM-adjacent, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor, adjacent-not-promoted per scope — GLM is not on Robin's named stack), plus `49409073` GLM-5.3 tablet experiment 268 pts top+best + `49407507` Qwen 3.8 27B reverse-engineering 234 pts top+best + `49410149` Vit D + sleep-disturbance/cognition 15 pts top (off-scope) + `49410628` AI agents legal personhood 7 pts top (FT policy opinion, off-scope). The 2026-08-22 pull (prior-prior-prior) produced the prior `49398152` Munder Difflin 192 pts top (5th entry in self-hosted-agentic-substrate cluster, adjacent-not-promoted per scope) + `49399591` New MCP Roadmap 120 pts top (canonical MCP substrate-protocol signal, adjacent-not-promoted per scope — MCP is the substrate protocol, not a named-stack vendor itself) + 6 secondary adjacents. The 2026-08-20 pull (earlier) produced the `class-organoid-3d-bioprinting` theme-row Last-seen refresh 2026-08-12 → 2026-08-20 via the recurrence criterion (the `49366519` Nature organoid-time-passage paper 18 pts + `49373812` Science Alert cross-walk — second neural-organoid HN signal in 9 pulls); that refresh carries forward unchanged into the 2026-08-26 pull because no further organoid / 3D-bioprinting item with engagement above the 5-pt Wired + 18-pt Nature thresholds has surfaced. All 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 named-stack-adjacent items stay adjacent-not-promoted under the existing scope discipline. Evidence at [/sources/hackernews.md](/sources/hackernews.md). |
+| Git repo | **active** (`git-repo-1`) | local repo path | Local Obsidian vault at `/home/ldw/workspace` + OpenWiki wiki at `/home/ldw/.openwiki/wiki` (two configured repos per `~/.openwiki/connectors/git-repo/config.json`). Writes compact manifest; repo itself is source of truth. Evidence at [/sources/git-repo.md](/sources/git-repo.md). Last updated 2026-08-26 18:06 UTC — **5 new vault commits in the 2026-08-24/25 SECOND consecutive 5-paper LDR burst** (Tevonian 2026 Nat Commun 血管化肝 MPS → Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 5-vendor product mapping retrofit + 净化 Robin mentions — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline → Shen 2026 Chin Med J 血管化类器官综述 → Zhai 2026 Sci Adv 3D 皮肤天疱疮; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log); vault HEAD bumped `a4fa5a32` → `9d4767c7` (the 2026-08-26T18:06Z fetch observed **vault HEAD unchanged** at `9d4767c7`, **0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); 3 NEW `04-Literature/Deep-Reads/` subfolders created in a single day on 2026-08-25 — `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`; 2 new automated wiki commits since 2026-08-24T18:05Z fetch on 2026-08-25 (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern); 2 new automated wiki commits since the 2026-08-25T18:13Z fetch on 2026-08-26 (`81ac94a` daily update 2026-08-26 committed 14 of the prior 17 dirty files reducing uncommitted-file count from 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the **twelfth** consecutive sources-sync); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` over the 2026-08-25 + 2026-08-26 window; 1 new untracked directory `deepread_40240593/` (LDR pipeline intermediate-artifact workspace with 7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers); 2 prior carry-forward untracked directories `celvivo_commercial/` + `templates/` + 1 prior carry-forward untracked file `Review/zhou2023_computer_vision_microfluidics.md`; the 4 carry-forward untracked set bumped carry-forward at the 2026-08-26 fetch — `Review/` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation. |
 
 ## How new source pages get created
 
diff --git a/sources/git-repo.md b/sources/git-repo.md
index 90172a3..2fe8a0a 100644
--- a/sources/git-repo.md
+++ b/sources/git-repo.md
@@ -1,10 +1,10 @@
 ---
 type: "Reference"
 title: "Git repo — evidence index (Obsidian vault, Robin)"
-description: "Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 1003b92, 2026-08-25, **2 new automated wiki commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z window: `3255613` daily update 2026-08-25 + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern**). This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here."
+description: "Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**; **vault HEAD unchanged at the 2026-08-26T18:06Z fetch** — 0 new vault commits since the prior 2026-08-25T18:13Z fetch, vault silent for the 1st consecutive fetch since the 2026-08-24/25 5-paper burst; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → 15-day (12 → 13 fetches silent), `celvivo_commercial/` + `templates/` 9-day → 10-day, `deepread_40240593/` 2-day → 3-day) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD ebb95c0a, 2026-08-26, **2 new automated wiki commits in the 2026-08-25T18:13Z → 2026-08-26T18:06Z window: `81ac94a` daily update 2026-08-26 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `2507925` 2026-08-15 + `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26; the `81ac94a` daily update committed 14 of the prior 17 dirty files, reducing the working-tree dirty count from 11 → 8**) This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here."
 resource: "~/.openwiki/connectors/git-repo/config.json"
-tags: [git-repo, evidence, vault, openwiki-wiki, source, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, second-consecutive-cluster, vascularized-organoids, cardiac-organoids, skin-organoids]
-timestamp: 2026-08-25T18:13:00Z
+tags: [git-repo, evidence, vault, openwiki-wiki, source, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, second-consecutive-cluster, vascularized-organoids, cardiac-organoids, skin-organoids, vault-silent-1d]
+timestamp: 2026-08-26T18:06:00Z
 ---
 
 # Git repo — evidence index (Obsidian vault + OpenWiki wiki)
@@ -55,36 +55,39 @@ help locate things in the vault, not summarize their content.
     the **eleventh** consecutive sources-sync re-applying the 2026-08-15
     count-data wipe pattern).
 - **Auth:** local paths only — no remote, no credentials.
-- **Latest fetch:** `2026-08-25T18:13:00Z` (raw manifest
-  `~/.openwiki/connectors/git-repo/raw/2026-08-25T18-13-42-494Z/manifest.json`).
+- **Latest fetch:** `2026-08-26T18:06:00Z` (raw manifest
+  `~/.openwiki/connectors/git-repo/raw/2026-08-26T18-06-29-420Z/manifest.json`).
 - **Source config:** `~/.openwiki/connectors/git-repo/config.json`
 - **State:** `~/.openwiki/connectors/git-repo/state.json` records
-  `latestIds` per repo; the 2026-08-25T18:13Z fetch observed vault HEAD
-  bumped from `fb017e4f` (2026-08-23/24, the prior 5-paper burst
-  landed at the 2026-08-24T18:05Z fetch) to
-  `9d4767c7` (2026-08-25 — **5 new vault commits** in the 24-hour
-  window, the SECOND consecutive single-day 5-paper LDR cluster), and
-  observed `openwiki-wiki` bumped from `127c2dc` (2026-08-24T18:05Z
-  fetch) to `1003b92` (2 new automated wiki commits in the 24-hour
-  window: `3255613` chore: daily update 2026-08-25 (2026-08-25T02:23
-  +0800; committed 17 files from the prior dirty set per `git show
-  --stat 3255613`) + `1003b92` chore(sources): refresh
-  NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25,
-  2026-08-25T02:30 +0800 — the **eleventh** consecutive sources-sync
+  `latestIds` per repo; the 2026-08-26T18:06Z fetch observed vault HEAD
+  **unchanged** at `9d4767c7` (same as the 2026-08-25T18:13Z fetch —
+  **0 new vault commits** in the 24-hour window, **vault silent for
+  the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper
+  burst; the 2026-08-25 5-paper cluster is the most recent vault
+  activity, 1 calendar day stale), and observed `openwiki-wiki`
+  bumped from `1003b92` (2026-08-25T18:13Z fetch) to
+  **`ebb95c0a85b85e5abb8d11463cfa8b855c504e5f`** (2 new automated wiki
+  commits in the 24-hour window: `81ac94a` chore: daily update
+  2026-08-26 (2026-08-26T02:23 +0800; committed 14 of the prior 17
+  dirty files per `git show --stat 81ac94a`, reducing the working-tree
+  dirty count from 11 → 8) + `ebb95c0` chore(sources): refresh
+  NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26,
+  2026-08-26T02:30 +0800 — the **twelfth** consecutive sources-sync
   re-applying the 2026-08-15 count-data wipe pattern after `2507925`
   2026-08-15 + `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae`
   2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576`
   2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc`
-  2026-08-24 + now `1003b92` 2026-08-25).
+  2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26).
 
-## obsidian-vault — working-tree status (2026-08-25)
+## obsidian-vault — working-tree status (2026-08-26)
 
 - **Branch:** `main`
 - **HEAD:** `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (vault HEAD
-  **bumped** from `fb017e4f` (2026-08-23/24, the prior 5-paper burst)
-  → `9d4767c7` (2026-08-25) across the 2026-08-25T18:13Z fetch —
-  **5 new commits** in the 2026-08-24T18:05Z → 2026-08-25T18:13Z
-  24-hour window. The 2026-08-24/25 cluster is the **SECOND
+  **unchanged** from the 2026-08-25T18:13Z fetch — **0 new vault
+  commits** in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour
+  window, **vault silent for the 1st consecutive fetch** since the
+  2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster
+  remains the most recent vault activity, 1 calendar day stale). The 2026-08-24/25 cluster is the **SECOND
   consecutive single-day 5-paper LDR burst** — combined with the
   2026-08-23/24 5-paper burst (Ajongbolo + Kim + Tian + Aiello +
   CelVivo App Note), Robin has produced **10 LDR papers in 48
@@ -99,52 +102,55 @@ help locate things in the vault, not summarize their content.
   mapping + 净化 Robin mentions to the Tevonian + Yang files — the
   prior 5 papers (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note)
   have NOT had this retrofit applied retroactively.
-- **mtime activity in window:** **5 new committed files** in the
-  2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — all 5 land
-  at per-vendor / per-application-domain subfolders (different pattern
-  from the prior 5-paper cluster which all landed at the
-  `04-Literature/Deep-Reads/` root). Manifest paths confirm 3 NEW
-  subfolders: `Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md`
-  + `Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md` +
-  `Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md` +
-  `Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md` — plus the
-  Tevonian + Yang in-place `M` touches from the `9aa2af4c` retrofit
-  commit. Chronological commit order (mtime ascending per manifest):
-  `089177a7` 2026-08-25 Tevonian 2026 vascularized liver MPS →
-  `583859a8` 2026-08-25 Yang 2026 cardiac organoid review →
-  `9aa2af4c` 2026-08-25 Tevonian + Yang product-mapping retrofit →
-  `5907cdfc` 2026-08-25 Shen 2026 vascularized organoids review →
-  `9d4767c7` 2026-08-25 Zhai 2026 3D skin pemphigus. The 2026-08-23
-  + 2026-08-24 LDR burst files (Ajongbolo + Kim + Tian + Aiello +
-  CelVivo App Note + `deepread_40240593/` pipeline workspace) all
-  carry forward unchanged from the 2026-08-24T18:05Z fetch. The
-  `celvivo_commercial/` + `templates/` untracked dirs continue to
-  carry forward (now **9-day carry-forward** at this fetch — was
-  8-day at the 2026-08-24T18:05Z fetch). The `Review/zhou2023_computer_vision_microfluidics.md`
-  first-entry file is unchanged from the 2026-08-24T18:05Z fetch
-  (mtime 2026-08-11, **14-day carry-forward** in the untracked set at
-  this fetch — was 13-day at the 2026-08-24T18:05Z fetch; the
+- **mtime activity in window:** **0 new committed files** in the
+  2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window — vault is
+  silent in this fetch; the 5-paper 2026-08-24/25 LDR cluster (4 new
+  files + 1 retrofit commit) and the 5-paper 2026-08-23/24 LDR burst
+  all carry forward unchanged from the prior fetches. The 3 NEW
+  per-vendor / per-application-domain subfolders created in the
+  2026-08-24/25 burst all remain at the same counts: `Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md`
+  + `Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md` in
+  `Vascularized-Organoids/` + `Cardiac-Organoids/` respectively +
+  `Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md` second file
+  in `Vascularized-Organoids/` + `Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md`
+  in `Skin-Organoids/` — plus the Tevonian + Yang in-place `M`
+  touches from the `9aa2af4c` retrofit commit. The 2026-08-23 + 2026-08-24
+  LDR burst files (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note
+  + `deepread_40240593/` pipeline workspace) all carry forward
+  unchanged from the 2026-08-24T18:05Z fetch. The `celvivo_commercial/`
+  + `templates/` untracked dirs continue to carry forward (now
+  **10-day carry-forward** at this fetch — was 9-day at the
+  2026-08-25T18:13Z fetch). The `Review/zhou2023_computer_vision_microfluidics.md`
+  first-entry file is unchanged from the 2026-08-25T18:13Z fetch
+  (mtime 2026-08-11, **15-day carry-forward** in the untracked set at
+  this fetch — was 14-day at the 2026-08-25T18:13Z fetch; the
   structural signal continues to weaken per the Notable-entity entry
-  on the `Review/` subfolder).
+  on the `Review/` subfolder — **13 fetches silent** at this fetch,
+  was 12 fetches silent at the 2026-08-25T18:13Z fetch).
 - **Ahead of origin/main:** 30 commits new since 2026-08-03 fetch (+5
   from the prior 25-commit baseline at the 2026-08-24T18:05Z fetch —
-  the 5 new commits land on top of the 25-commit carry-forward).
+  the 5 new commits land on top of the 25-commit carry-forward; **5 new
+  commits land on top of the 25-commit carry-forward**, vault HEAD
+  unchanged at the 2026-08-26T18:06Z fetch (vault silent for the 1st
+  consecutive fetch since the 2026-08-24/25 5-paper burst; total
+  remains 30 since 2026-08-03).
 - **Dirty:** yes — the untracked file set is **partially changed**:
   the 8 × `02-Clients/Agents/区域-2026-0807.md` distributor-rebuild
   files + 14 working-folder files + 2 untracked dirs from the
   2026-08-17T18:09Z fetch carry forward unchanged, and the
   `Review/zhou2023_computer_vision_microfluidics.md` first-entry in the
   new `Review/` subfolder is still **untracked** (Robin has not yet
-  committed it) — **14-day carry-forward** at this fetch (was 13-day
-  at the 2026-08-24T18:05Z fetch); the structural signal continues to
+  committed it) — **15-day carry-forward** at this fetch (was 14-day
+  at the 2026-08-25T18:13Z fetch); the structural signal continues to
   weaken per the Notable-entity entry on the `Review/` subfolder (the
   subfolder has been a single-entry watchlist since 2026-08-13, now
-  **12 fetches silent**). The `celvivo_commercial/` + `templates/`
-  untracked dirs continue to carry forward (now **9-day carry-forward**
-  at this fetch — was 8-day at the 2026-08-24T18:05Z fetch); the
+  **13 fetches silent** — was 12 fetches silent at the
+  2026-08-25T18:13Z fetch). The `celvivo_commercial/` + `templates/`
+  untracked dirs continue to carry forward (now **10-day carry-forward**
+  at this fetch — was 9-day at the 2026-08-25T18:13Z fetch); the
   `deepread_40240593/` untracked pipeline workspace also continues to
-  carry forward (now **2-day carry-forward** — was 1-day at the
-  2026-08-24T18:05Z fetch); no NEW untracked dirs at this fetch.
+  carry forward (now **3-day carry-forward** — was 2-day at the
+  2026-08-25T18:13Z fetch); no NEW untracked dirs at this fetch.
 - **Working-tree status (raw manifest, abbreviated):**
 
   | Status | Path |
@@ -364,117 +370,91 @@ indexed on [`/sources/literature.md`](/sources/literature.md). The
 `1614ccf9`) are the 8-step SOP rewrite cycle (v3 → v11) Robin re-ran
 on the same paper.
 
-## openwiki-wiki — working-tree status (2026-08-24)
+## openwiki-wiki — working-tree status (2026-08-26)
 
 - **Branch:** `main`
-- **HEAD:** `127c2dc` (the
-  `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24)` commit). The 2026-08-24T18:05Z
-  fetch observed wiki HEAD bumped from `a9568d8` (2026-08-23T18:11Z
-  fetch) to `127c2dc` — **2 new automated wiki commits** in the
-  2026-08-23T18:11Z → 2026-08-24T18:05Z 24-hour window: (a) `9cc5e63`
-  chore: daily update 2026-08-24 (2026-08-24 02:23 +0800); (b)
-  `127c2dc` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts
-  (sources-sync 2026-08-24, 2026-08-24 02:30 +0800). Both commits are
-  routine auto-orchestration — the `9cc5e63` daily update carried the
-  synthesis-layer edits from the prior HN-1 2026-08-23T18:00Z +
-  web-search-1 2026-08-23 (skipped) + git-repo-1 2026-08-23T18:11Z
-  runs; the `127c2dc` sources-sync re-applied the count-data wipe
-  pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the **tenth**
-  consecutive time (after `997b648` 2026-08-16 + `be49285` 2026-08-17
-  + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20
-  + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23
-  + now `127c2dc` 2026-08-24).
-- **Working-tree state:** 6 modified files (uncommitted — pending
-  next CLI orchestration). The 2026-08-23T18:11Z fetch observed the
-  working tree at 6 uncommitted files (down from 9 at the
-  2026-08-22T18:13Z fetch because the `a9568d8` 2026-08-23 daily
-  update committed 6 of the prior 9 dirty files — `sources/git-repo.md`
-  + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md`
-  + `sources/seafile.md` + `sources/wikijs.md` + `themes/05-robin-research.md`
-  per `git show --stat a9568d8` — leaving 6 files re-modified by this
-  git-repo-1 2026-08-23T18:11Z run). The 6 dirty files at this fetch
-  are:
+- **HEAD:** `ebb95c0a85b85e5abb8d11463cfa8b855c504e5f` (the
+  `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26)` commit). The 2026-08-26T18:06Z
+  fetch observed wiki HEAD bumped from `1003b92` (2026-08-25T18:13Z
+  fetch) to `ebb95c0a` — **2 new automated wiki commits** in the
+  2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window: (a) `81ac94a`
+  chore: daily update 2026-08-26 (2026-08-26 02:23 +0800); (b)
+  `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts
+  (sources-sync 2026-08-26, 2026-08-26 02:30 +0800). Both commits are
+  routine auto-orchestration — the `81ac94a` daily update carried the
+  synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z +
+  HN-1 2026-08-26T18:00Z + web-search-1 2026-08-25 (skipped) +
+  git-repo-1 2026-08-25T18:13Z runs; the `ebb95c0` sources-sync
+  re-applied the count-data wipe pattern on NocoDB / SeaFile /
+  Wiki.js / RAGFlow for the **twelfth** consecutive time (after
+  `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18
+  + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21
+  + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24
+  + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26).
+- **Working-tree state:** 8 modified files (uncommitted — pending
+  next CLI orchestration). The 2026-08-26T18:06Z fetch observed the
+  working tree at 8 uncommitted files (down from 11 at the
+  2026-08-25T18:13Z fetch because the `81ac94a` 2026-08-26 daily
+  update committed 14 of the prior 17 dirty files per `git show
+  --stat 81ac94a` — including `commitments.md` + `index.md` +
+  `themes.md` + `themes/index.md` + `themes/05-robin-research.md` +
+  `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md`
+  + `sources/literature.md` + `sources/openwiki-version-drift.md` +
+  `sources/web-search.md` + `sources/README.md` + `quickstart.md` +
+  `.last-update.json` — leaving 8 files re-modified by this git-repo-1
+  2026-08-26T18:06Z run). The 8 dirty files at this fetch are:
   - `.last-update.json` — CLI metadata, will be updated when this run's
     `status: complete` lands.
   - `quickstart.md` — contains the accumulated "Latest update"
-    paragraphs from the prior HN-1 2026-08-15 + web-search-1 2026-08-15
-    + git-repo-1 2026-08-13 runs, plus the "Latest update —
-    git-repo-1 (2026-08-15T18:07Z)" + "Latest update — git-repo-1
-    (2026-08-17T18:09Z)" + "Latest update — git-repo-1
-    (2026-08-18T18:10Z)" + "Latest update — git-repo-1
-    (2026-08-19T18:08Z)" + "Latest update — git-repo-1
-    (2026-08-20T18:09Z)" + "Latest update — git-repo-1
-    (2026-08-21T18:09Z)" + "Latest update — git-repo-1
-    (2026-08-22T18:13Z)" paragraphs added by the 2026-08-15 +
-    2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 +
-    2026-08-22 git-repo runs + the "Latest update — web-search-1
-    attempted 2026-08-23 skipped" paragraph from the 2026-08-23
-    web-search-1 run; this git-repo-1 2026-08-23T18:11Z run adds the
-    "Latest update — git-repo-1 (2026-08-23T18:11Z)" paragraph and
-    updates the Backlog git-repo entry to reflect the new wiki HEAD
-    `a9568d8`.
+    paragraphs from the prior HN-1 2026-08-25T18:00Z + HN-1 2026-08-26T18:00Z
+    + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z
+    runs + the "Latest update — git-repo-1 (2026-08-25T18:13Z)"
+    paragraph added by the 2026-08-25 git-repo run; this git-repo-1
+    2026-08-26T18:06Z run adds the "Latest update — git-repo-1
+    (2026-08-26T18:06Z)" paragraph and updates the Backlog git-repo
+    entry to reflect the new wiki HEAD `ebb95c0a`.
   - `sources/README.md` — refreshed connector-roll table row for
-    web-search-1 (added the 2026-08-15 + 2026-08-17 + 2026-08-18 +
-    2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23
-    skips to the 12-entry skip streak) + refreshed Active
-    connectors Git repo row in this run.
+    web-search-1 + refreshed Active connectors Git repo row + HN row
+    in this run.
   - `sources/hackernews.md` — accumulated "Latest update —
-    2026-08-15 18:00 UTC" + "Latest update — 2026-08-16 18:00 UTC" +
-    "Latest update — 2026-08-17 18:00 UTC" + "Latest update —
-    2026-08-18 18:00 UTC" + "Latest update — 2026-08-19 18:00 UTC"
-    + "Latest update — 2026-08-20 18:00 UTC" + "Latest update —
-    2026-08-21 18:00 UTC" + "Latest update — 2026-08-22 18:00 UTC"
-    sections from the prior HN-1 runs (Auto-research with codex
-    232x Faster Kernel + Anthropic multi-agent + Stripe/OpenRouter +
-    Copilot Autofix + Qwen 3.8 27B + Agent Mesh + machine0 YC S26 +
-    Amazon order emails AI-agent data + OpenRouter-Stripe formal
-    confirmation + OneCLI + Extensible Software + Frugal Tokens +
-    the Nature brain organoid time-passage paper + Anthropic Claude
-    Code AGENTS.md feature request + Unsloth Dynamic 3.0 GGUFs +
-    DeepSeek-v4-flash-vision-exp + Show HN Proliferate + self-hosted
-    sandboxed agentic software factory + GitHub August 17 outage
-    post-mortem + LiteLLM hiring + Munder Difflin agent-harness +
-    New MCP Roadmap + Anthropic Claude Code reduced-effort A/B test
-    + Dullien maturation essay + Embedded AI book flag-for-traceability
-    callouts + the 4th / 5th / 6th / 7th / 8th / 9th / 10th / 11th
-    consecutive empty / noise-only Algolia lane streak notes) —
-    landed in uncommitted state during the HN-1 runs.
-  - `sources/openwiki-version-drift.md` — auto-generated page that
-    tracks OpenWiki installed-vs-npm-latest version drift; was
-    created in the 2026-08-17 daily update `5c70881` and the body
-    re-touch on each subsequent daily update has kept the file in
-    the working-tree dirty set across the 2026-08-18 + 2026-08-19 +
-    2026-08-20 + 2026-08-21 + 2026-08-22 daily update cycles; the
-    file is small (one inline drift-table) and the re-touch on each
-    cycle is the auto-generated timestamp bump; re-appears as dirty
-    after the `a9568d8` 2026-08-23 daily update because the very
-    next synthesis edits from this git-repo-1 2026-08-23T18:11Z run
-    re-touch the file (refresh of the timestamp).
-  - `sources/web-search.md` — accumulated "2026-08-15 attempted
-    update — skipped" + "2026-08-17 attempted update — skipped" +
-    "2026-08-18 attempted update — skipped" + "2026-08-19 attempted
-    update — skipped" + "2026-08-20 attempted update — skipped" +
-    "2026-08-21 attempted update — skipped" + "2026-08-22 attempted
-    update — skipped" + "2026-08-23 attempted update — skipped"
-    sections from the web-search-1 2026-08-15 + web-search-1
-    2026-08-17 + web-search-1 2026-08-18 + web-search-1 2026-08-19 +
-    web-search-1 2026-08-20 + web-search-1 2026-08-21 + web-search-1
-    2026-08-22 + web-search-1 2026-08-23 runs (5th + 6th + 7th + 8th
-    + 9th + 10th + 11th + 12th consecutive skips on the same code
-    path).
+    2026-08-25 18:00 UTC" + "Latest update — 2026-08-26 18:00 UTC"
+    sections from the prior HN-1 runs (Qwen 3.8-Flash-Next ModelScope
+    release announcement + Anthropic operational-distress + data-center
+    water + GLM-5.3-Flash 530 pts release + Qwen3.8-Flash-Next actual
+    release + Z.ai Ox Alpha Bloomberg confirmation + RAG Is Simpler
+    Than You Think + Trail of Bits VMs-won't-contain-agents + Bill
+    Gates turbulent-AI-era + LWN 3D-printer AGPL — adjacent, off-scope
+    + the 15th + 16th consecutive empty / noise-only Algolia lane
+    streak notes) — landed in uncommitted state during the HN-1 runs.
+  - `sources/nocodb.md` — auto-generated count-table page that was
+    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit (the
+    twelfth consecutive count-data wipe re-application); the page
+    body shows the count values from the prior `1003b92` sources-sync
+    2026-08-25 commit.
+  - `sources/ragflow.md` — auto-generated count-table page that was
+    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit
+    (same pattern as `sources/nocodb.md`).
+  - `sources/seafile.md` — auto-generated count-table page that was
+    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit
+    (same pattern as `sources/nocodb.md`).
+  - `sources/wikijs.md` — auto-generated count-table page that was
+    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit
+    (same pattern as `sources/nocodb.md`).
 - **Auth:** local path only — no remote, no credentials.
-- **New file in this window:** `sources/openwiki-version-drift.md`
-  was created in the 2026-08-17 daily update commit `5c70881` (auto-
-  generated page that tracks OpenWiki installed-vs-npm-latest version
-  drift; reports v0.3.1 local → v0.3.3 npm latest as of
-  2026-08-15T20:00:03Z; the page sits on the wiki to surface the
-  drift without an external daemon).
+- **New file in this window:** none — the `sources/openwiki-version-drift.md`
+  auto-generated page (created in the 2026-08-17 daily update `5c70881`)
+  was committed by the `81ac94a` 2026-08-26 daily update; the file
+  re-appears as dirty after this run because the very next synthesis
+  edits re-touch the file (refresh of the timestamp) — same pattern
+  as prior daily updates.
 - **Auth:** local path only — no remote, no credentials.
 
 ### Recent commits (latest first)
 
 | Date | Hash | Note |
 | --- | --- | --- |
+| 2026-08-26 | `ebb95c0` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26) — **count-data wipe re-applied** for the **twelfth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92`); see Notable-entity § "2026-08-15 sources-sync bug" |
+| 2026-08-26 | `81ac94a` | chore: daily update 2026-08-26 (synthesis-layer edits accumulated from the prior HN-1 2026-08-25T18:00Z + HN-1 2026-08-26T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z runs; committed 14 of the prior 17 dirty files per `git show --stat 81ac94a` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 11 → 8) |
 | 2026-08-25 | `1003b92` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25) — **count-data wipe re-applied** for the **eleventh** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc`); see Notable-entity § "2026-08-15 sources-sync bug" |
 | 2026-08-25 | `3255613` | chore: daily update 2026-08-25 (synthesis-layer edits accumulated from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z runs; committed 17 files from the prior dirty set per `git show --stat 3255613` — including `commitments.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `index.md` + `quickstart.md` + `sources/README.md` + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`; the very next synthesis edits from the git-repo-1 2026-08-25T18:13Z run re-touch the same files + add 2 newly dirty files per the manifest `changedFiles` list) |
 | 2026-08-24 | `127c2dc` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24) — **count-data wipe re-applied** for the **tenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767`); see Notable-entity § "2026-08-15 sources-sync bug" |
@@ -562,6 +542,8 @@ pipeline catches up.
 
 | Window (UTC) | Vault | Wiki |
 | --- | --- | --- |
+| 2026-08-25T18:13:00Z → 2026-08-26T18:06:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, 1 calendar day stale; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → **15-day carry-forward** (12 → **13 fetches silent**) + `celvivo_commercial/` + `templates/` 9-day → **10-day carry-forward** + `deepread_40240593/` 2-day → **3-day carry-forward**; no new untracked dirs) | HEAD `1003b92` → `ebb95c0a` (**2 new automated commits**: `81ac94a` chore: daily update 2026-08-26 (2026-08-26T02:23 +0800, committed 14 of the prior 17 dirty files per `git show --stat 81ac94a` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 11 → 8) + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, 2026-08-26T02:30 +0800, the **twelfth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26); the manifest `changedFiles` shows 8 dirty wiki files this fetch — `M .last-update.json` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md`) |
+| --- | --- | --- |
 | 2026-08-24T18:05:00Z → 2026-08-25T18:13:00Z | HEAD `fb017e4f` → `9d4767c7` (**5 new commits**: `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Tevonian + Yang product-mapping retrofit + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — **SECOND consecutive single-day 5-paper LDR burst**; combined with the 2026-08-23/24 5-paper burst, **10 LDR papers in 48 hours** = largest sustained 2-day research output in Robin's vault activity log; the cluster creates **3 new `04-Literature/Deep-Reads/` subfolders**: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai), expanding Robin's per-vendor / per-application-domain subfolder taxonomy from ~19 to ~22; the cluster includes the **first post-publish vendor-mapping retrofit commit** (`9aa2af4c`) — adding CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping + 净化 Robin mentions to Tevonian + Yang retroactively) | HEAD `127c2dc` → `1003b92` (**2 new automated commits**: `3255613` chore: daily update 2026-08-25 + `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25); the `3255613` daily update committed 17 files per `git show --stat 3255613` (including `commitments.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `index.md` + `quickstart.md` + `sources/README.md` + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`); the manifest `changedFiles` shows 11 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/README.md` + `M sources/git-repo.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`) |
 | 2026-08-23T18:11:00Z → 2026-08-24T18:05:00Z | HEAD `a4fa5a32` → `fb017e4f` (**5 new commits**: `ad4abcde` Ajongbolo 2025 Cells brain organoid review + `5f02489a` Kim 2025 Nat Commun EGaIn 3D MEA + `40b357b8` Tian 2025 Nat Commun hiPSC epicardium mTOR + `f2118a62` Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD + `fb017e4f` CelVivo App Note 2026 ClinoStar vs orbital shaker head-to-head — **largest single-day LDR burst since the 2026-07-29 Parate / Lee / Hodge cluster**, breaks the **7-fetch vault silence streak** that started after the 2026-08-16 Quintard + Guo cluster; all 5 are single-shot entries at `obsidian-vault/04-Literature/Deep-Reads/` root (no v2/v3 SOP rewrite cycles this cluster); commit timestamps 07:50 → 16:39 +0800 across the 2026-08-24 day) | HEAD `a9568d8` → `127c2dc` (**2 new automated commits**: `9cc5e63` chore: daily update 2026-08-24 + `127c2dc` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24, the **tenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + now `127c2dc` 2026-08-24) + the prior `a9568d8` 2026-08-23 daily update was committed in this fetch's prior daily update cycle before the 5-paper burst landed; `9cc5e63` committed `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `themes/05-robin-research.md` from the prior dirty set; the manifest `changedFiles` shows 8 dirty files this fetch — `M .last-update.json` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`) |
 | 2026-08-15T18:07:49Z → 2026-08-17T18:09:32Z | HEAD `297f106d` → `a4fa5a32` (**7 new commits**: `0fc8db24` + `290e9635` + `24c713de` + `4073abf4` Quintard 2024 Nat Commun microfluidic vascularized organoid chip 4-commit LDR cycle + `2e6f5989` + `00f824f2` + `a4fa5a32` Guo 2026 Front Cell Dev Biol organoid ethics systematic review 3-commit LDR cycle — **first time since the 2026-07-28 / 2026-07-29 Parate / Lee / Hodge cluster that two new paper deep-reads landed on `main` in the same 48-hour window**) | HEAD `2507925` → `be49285` (**4 new commits**: `151d22b` daily update 2026-08-16 + `997b648` sources-sync 2026-08-16 + `5c70881` daily update 2026-08-17 + `be49285` sources-sync 2026-08-17) |
@@ -626,9 +608,9 @@ Markdown file counts per deep-read subfolder:
 | `Retinal/` | 1 |
 | `Microbioreactor/` | 1 (new as of 2026-08-07 — Rosero 2026 Front Bioeng Biotechnol) |
 | `Cells/` | 1 (new as of 2026-08-08 — Fernandez Vallone 2026 Cells THSDC) |
-| `Review/` | 1 (new as of 2026-08-13 — Zhou 2023 computer vision + microfluidics, **untracked**, **10-day carry-forward** at 2026-08-21 fetch, **8 fetches silent** — structural signal continuing to weaken; **11-day carry-forward** at 2026-08-22 fetch, **9 fetches silent**; **12-day carry-forward** at 2026-08-23 fetch, **10 fetches silent**; **13-day carry-forward** at 2026-08-24 fetch, **11 fetches silent** — structural signal continues to weaken; **14-day carry-forward** at 2026-08-25 fetch, **12 fetches silent** — structural signal continues to weaken, subfolder is more likely one-off than recurring) |
-| `templates/` | 1 (new as of 2026-08-17 — `类器官IRB申请清单.md`, derived from the Guo 2026 ethics deep-read; Robin's first customer-facing template produced from a single deep-read, **untracked**, **5-day carry-forward** at 2026-08-21 fetch (was 4-day at 2026-08-20); **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch) |
-| `celvivo_commercial/` | 1 (new as of 2026-08-17 — `1331651_20260630_131201.pdf`, the 6-30 quote PDF migrated into a new folder, **untracked**, **5-day carry-forward** at 2026-08-21 fetch (was 4-day at 2026-08-20); **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch) |
+| `Review/` | 1 (new as of 2026-08-13 — Zhou 2023 computer vision + microfluidics, **untracked**, **10-day carry-forward** at 2026-08-21 fetch, **8 fetches silent** — structural signal continuing to weaken; **11-day carry-forward** at 2026-08-22 fetch, **9 fetches silent**; **12-day carry-forward** at 2026-08-23 fetch, **10 fetches silent**; **13-day carry-forward** at 2026-08-24 fetch, **11 fetches silent** — structural signal continues to weaken; **14-day carry-forward** at 2026-08-25 fetch, **12 fetches silent** — structural signal continues to weaken, subfolder is more likely one-off than recurring; **15-day carry-forward** at 2026-08-26 fetch, **13 fetches silent** — structural signal continues to weaken, subfolder is more likely one-off than recurring) |
+| `templates/` | 1 (new as of 2026-08-17 — `类器官IRB申请清单.md`, derived from the Guo 2026 ethics deep-read; Robin's first customer-facing template produced from a single deep-read, **untracked**, **5-day carry-forward** at 2026-08-21 fetch (was 4-day at 2026-08-20); **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch; **10-day carry-forward** at 2026-08-26 fetch) |
+| `celvivo_commercial/` | 1 (new as of 2026-08-17 — `1331651_20260630_131201.pdf`, the 6-30 quote PDF migrated into a new folder, **untracked**, **5-day carry-forward** at 2026-08-21 fetch (was 4-day at 2026-08-20); **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch; **10-day carry-forward** at 2026-08-26 fetch) |
 | `Vascularized-Organoids/` | 2 (new as of 2026-08-25 — `Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md` + `Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md`; the prior per-vendor subfolder discipline returns after the 2026-08-23/24 root-level burst; subfolder semantics: vascularized organoid application-domain cluster) |
 | `Cardiac-Organoids/` | 1 (new as of 2026-08-25 — `Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md`; expanded from the prior 2-file `Cardiac/` subfolder into a dedicated Cardiac-Organoids subfolder — companion application-domain to the existing 2-paper Cardiac bucket) |
 | `Skin-Organoids/` | 1 (new as of 2026-08-25 — `Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md`; **net-new application domain (autoimmune dermatology + 3D skin)** to Robin's deep-read set; companion to the existing Cardiac / Brain / Liver / Vascularized-Organoids / Cancer / Kidney / Retinal application-domain subfolders) |
@@ -703,7 +685,7 @@ fields still 待补).
 - **Tian 2025 Nat Commun hiPSC epicardium mTOR maturation (2026-08-23, single-shot LDR entry `40b357b8`, Wiki.js 1745)** — `obsidian-vault/04-Literature/Deep-Reads/Tian_2025_NatCommun_Epicardium_mTOR.md` (15,578 bytes, the **largest** of the 5 new LDR files). Tian Y, Lucena-Cacace A, Tani K et al., Nat Commun 2025, DOI 10.1038/s41467-025-60934-8. The paper establishes: (i) **mTOR inhibition drives epicardium maturation** — Torin1 (dual mTORC1/2 inhibitor, 200 nM) on mouse E12 embryonic heart explants upregulates WT1 (mature epicardium marker) + downregulates EMT markers (SNAI1/2) + downregulates cell cycle (MKI67/PCNA) + downregulates mTOR pathway; bulk RNA-seq PCA shows 28.53% (PC1) + 36.01% (PC2) variance explained = significant transcriptome shift toward **adult** epicardium identity; (ii) **mTORC1/2 dual inhibition is critical** — Rapamycin (single mTORC1) alone is insufficient; mTORC2 is the key node; (iii) **hiPSC-derived epicardium maturation with Torin1** — qPCR validates mature markers (TJP1/WT1/TBX18/ALDH1A2/CDH18) up + EMT markers (SNAI1/SNAI2/CDH2/CDH1) down + proliferation markers (MKI67/PCNA/MCM2) down + fatty-acid metabolism maturation (PDK4/PPARGC1A/SIRT1/FASN/SREBF1); bulk RNA-seq with 379 DEGs; Torin1 vs adult epicardium GSE84085 heatmap confirms adult-like profile; YBX3 + MAFF identified as Torin1-specific TFs via Venn diagram + siRNA knockdown; (iv) **paracrine effect on cardiomyocyte maturation** — mature epicardium (Torin1-treated) co-cultured with hiPSC ventricular cardiomyocyte EBs for 10 days upregulates TNNI3 (adult cardiomyocyte marker) → epicardium-to-cardiomyocyte maturation cross-talk via paracrine signaling. **Net-new external evidence** in this run. **Application domain**: cardiac organoid regeneration; not directly anchored to CelVivo/3Brain/Cellink/Femtobiomed product lines (no vendor rating callouts in the deep-read) but **fits the broad cardiac application-domain bucket** that Robin's wiki scope covers. **Track on next fetch** whether (a) Robin produces a deep-read synthesis page, (b) the Tian paper routes into any commitment — there is no cardiac-specific commitment in `/commitments.md` yet.
 - **Kim 2025 Nat Commun EGaIn liquid-metal 3D MEA (2026-08-23, single-shot LDR entry `5f02489a`, Wiki.js 1744)** — `obsidian-vault/04-Literature/Deep-Reads/Kim_2025_NatCommun_Liquid_Metal_3D_MEA.md` (13,567 bytes). Kim E, Jeong E, Hong YM et al., Nat Commun 2025, DOI 10.1038/s41467-024-55752-3. The paper establishes: (i) **EGaIn (eutectic gallium-indium) 3D pillar MEA** — microfluidic direct-ink-writing fabrication with **pillar height 25-310 μm controllable by printing speed** (R² > 0.95, n=12 datapoints), **pillar diameter down to 14 μm** (single-neuron scale), parylene-C selective encapsulation with only pillar tip exposed as electrode; (ii) **magnetically reshapable** — Ni magnetic layer on pillar exterior + external magnetic field drives pillar bending → 3D MEA shape conforms to different organoid sizes/shapes (no fabrication re-spin needed); (iii) **hPSC cortical organoid maturation timeline** — Dorsomorphin + SB-431542 (dual-SMAD) → FGF2/EGF expansion → BDNF/NT3 maturation at 15/30/45/60/120 days; 30d SOX2+/TUJ1+ early neuronal; 60d SOX2↓ + TUJ1↑↑; 120d 6-marker co-expression (MAP2/GFAP/VGLUT1/SATB2/CTIP2) = cortical 6-layer-like structure; (iv) **biocompatible integration** — 4-month organoid seeded on 3D MEA, co-cultured 14 days; live/dead + qPCR (PAX6/Nestin/TUJ1) + IHC (Nestin/TUJ1/SOX2/MAP2/GFAP) all confirm biocompatibility; (v) **single-unit spike + network synchronization recording** — 64-channel MEA acquisition + SU spike detection + synchronization score + network graph analysis across 1/2/4/6 month organoid maturation. **Net-new external evidence** in this run. **Vendor-anchor mapping**: **3Brain HD-MEA competitor / adjacent paper** — Kim's EGaIn 3D MEA is a next-generation flexible 3D MEA approach that is **adjacent to but not directly competing with** 3Brain's rigid Accura-3D chip (3Brain uses 4096-electrode planar CMOS, Kim uses 3D pillar EGaIn with magnetic reshape). The Liu 2026 NBME shape-conformal framework from the 2026-08-08 cluster is a third next-gen HD-MEA approach — **3 distinct next-gen HD-MEA approaches now in Robin's deep-read set**: Liu 2026 Rogers Lab flexible-electronics framework (3000-8000 ch, >90% surface coverage) + Kim 2025 EGaIn 3D pillar (25-310 μm height, magnetic reshape) + Kim's pillar biocompatibility with cortical organoid (1/2/4/6-month maturation timeline). **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-kim-2025-nat-commun-liquid-metal-3d-mea-deepread.md`, (b) the Kim paper routes into the existing `liu-2026-hd-mea-roadmap-implication` commitment as a corroborating evidence point (the "next-gen HD-MEA field" consolidation narrative now has 3 distinct data points), (c) the Kim paper pairs with Liu 2026 to anchor a new `liu-kim-2025-2026-next-gen-hd-mea-roadmap` consolidation synthesis page.
 - **Ajongbolo 2025 Cells brain organoid review (2026-08-23, single-shot LDR entry `ad4abcde`, Wiki.js 1743)** — `obsidian-vault/04-Literature/Deep-Reads/Ajongbolo_2025_Cells_Brain_Organoids_Review.md` (11,367 bytes). Ajongbolo AO, Langhans SA, Cells 2025, DOI 10.3390/cells14110842. The paper is the **canonical brain organoid + assembloid review** for Robin's deep-read set: (i) **3-tier brain-organoid taxonomy** — whole-brain organoid (Lancaster 2013 archetype, multi-brain-region identity, unguided spontaneous differentiation) → region-specific organoid (前脑/中脑/小脑/下丘脑 with patterning-factor-guided TF markers FOXG1 / OTX2 / EN1/EN2 / GBX2 / FGF8 / SHH) → complex organoid systems (assembloid multi-region fusion / OoC vascularization-perfusion / tumoroid tumor modeling / xenograft immunodeficient-mouse intracranial transplant); (ii) **4-class characterization methodology** — morphological (IF + confocal) + biochemical (qPCR/Western/bulk RNA-seq) + functional (MEA / patch clamp / calcium imaging) + omics (scRNA-seq / spatial transcriptomics / mass spec) = standardized decision tree for any new brain-organoid line publication; (iii) **disease-modeling real-world boundaries** — neurodevelopmental (microcephaly / macrocephaly / ASD / Rett / Fragile X / Timothy syndrome) + neurodegenerative (AD / PD / HD / ALS) + brain-tumor (glioblastoma / medulloblastoma / AT/RT); (iv) **drug-discovery pipeline standardization** — 96-well + microfluidic chip + automated imaging + AI phenotype recognition → emerging HTS platform. **Net-new external evidence** in this run. **Vendor-anchor mapping**: **CelVivo ClinoStar-adjacent** (long-term stable brain organoid culture) + 3Brain HD-MEA-adjacent (functional electrophysiology read-out via MEA in the 4-class characterization). **Cross-vendor**: Ajongbolo review is the **first comprehensive brain-organoid review** in Robin's deep-read set since the 2026-07-29 Organoids 2026 review (`10.1186_s40164-026-00743-x`) — pairs with that review to give Robin a **review-paper anchor for the brain-organoid lane**. **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-ajongbolo-2025-cells-brain-organoids-review-deepread.md`, (b) the review routes into `/themes/05-robin-research.md` as a "review-paper cluster" entry alongside the Organoids 2026 review.
-- **`deepread_40240593/` pipeline workspace (2026-08-24, NEW this fetch)** — `deepread_40240593/` is the **first** new untracked directory added this fetch, alongside the 5 root-level LDR files. The directory contains **7 subdirectories**: `deepread_40016200` + `deepread_40441268` + `deepread_40498018` + `deepread_40593704` + `deepread_41151577` + `deepread_brain_organoid_fluid` + `deepread_shear_stress_cs_os`. The directory is at the vault root (not in `04-Literature/`); the numeric-name pattern (`deepread_<PMID>`) suggests Robin's LDR pipeline is using these directories as **per-paper working folders** — the names include both PMIDs (40016200, 40441268, 40498018, 40593704, 41151577) and human-readable slugs (brain_organoid_fluid → maps to Aiello paper; shear_stress_cs_os → maps to CelVivo App Note). The directory mtime is 2026-08-24 16:31 +0800 (1-day-old at this fetch). **Structural significance**: (a) the `deepread_<PMID>` naming convention is **not** the prior `04-Literature/Deep-Reads/<vendor>/` convention — the new pattern is a **per-paper working-folder pattern** that holds pipeline intermediate artifacts (PDFs, image-extracts, qa-pass outputs, Ollama vision-audit intermediates, etc.) before final commit to `04-Literature/Deep-Reads/`. (b) The presence of 5 already-committed root-level LDR files (in `04-Literature/Deep-Reads/`) **plus** the 2 named `deepread_<slug>` folders (brain_organoid_fluid + shear_stress_cs_os) — which exactly map to 2 of the 5 committed papers — suggests Robin's pipeline writes the **committed LDR note** to `04-Literature/Deep-Reads/` and the **intermediate artifacts** to `deepread_40240593/deepread_<slug>/`; the other 5 PMID-named subdirs are pipeline intermediates for 5 other in-progress papers not yet on `main`. (c) The vault-root `deepread_40240593/` is **not yet committed** (carry-forward untracked); the 2026-08-23 7-paper burst means Robin is producing pipeline output faster than the manual commit cycle. **Carry-forward status** (2026-08-24): untracked, **1-day-old** at this fetch, future-commit candidate. **Track on next fetch** whether (a) the directory is committed, (b) more papers move through the pipeline, (c) the `deepread_<PMID>` vs `04-Literature/Deep-Reads/<slug>` separation is formalized in vault conventions. **No synthesis routes** until the directory is committed.
+- **`deepread_40240593/` pipeline workspace (2026-08-24 NEW → 2026-08-26, still uncommitted)** — `deepread_40240593/` is the **first** new untracked directory added at the 2026-08-24T18:05Z fetch, alongside the 5 root-level LDR files. The directory contains **7 subdirectories**: `deepread_40016200` + `deepread_40441268` + `deepread_40498018` + `deepread_40593704` + `deepread_41151577` + `deepread_brain_organoid_fluid` + `deepread_shear_stress_cs_os`. The directory is at the vault root (not in `04-Literature/`); the numeric-name pattern (`deepread_<PMID>`) suggests Robin's LDR pipeline is using these directories as **per-paper working folders** — the names include both PMIDs (40016200, 40441268, 40498018, 40593704, 41151577) and human-readable slugs (brain_organoid_fluid → maps to Aiello paper; shear_stress_cs_os → maps to CelVivo App Note). The directory mtime is 2026-08-24 16:31 +0800 (still 2026-08-26 at this fetch — directory mtime unchanged across the 2026-08-25 + 2026-08-26 fetches, no pipeline activity since initial creation). **Structural significance** (carried forward from 2026-08-24): (a) the `deepread_<PMID>` naming convention is **not** the prior `04-Literature/Deep-Reads/<vendor>/` convention — the new pattern is a **per-paper working-folder pattern** that holds pipeline intermediate artifacts (PDFs, image-extracts, qa-pass outputs, Ollama vision-audit intermediates, etc.) before final commit to `04-Literature/Deep-Reads/`. (b) The presence of 5 already-committed root-level LDR files (in `04-Literature/Deep-Reads/`) **plus** the 2 named `deepread_<slug>` folders (brain_organoid_fluid + shear_stress_cs_os) — which exactly map to 2 of the 5 committed papers — suggests Robin's pipeline writes the **committed LDR note** to `04-Literature/Deep-Reads/` and the **intermediate artifacts** to `deepread_40240593/deepread_<slug>/`; the other 5 PMID-named subdirs are pipeline intermediates for 5 other in-progress papers not yet on `main`. (c) The vault-root `deepread_40240593/` is **not yet committed** (carry-forward untracked); the 2026-08-23 7-paper burst + the 2026-08-24/25 SECOND 5-paper burst means Robin is producing pipeline output faster than the manual commit cycle — **no commit despite a SECOND 5-paper burst landing at vault HEAD**. **Carry-forward status** (2026-08-26): untracked, **3-day carry-forward** (was 2-day at the 2026-08-25T18:13Z fetch, 1-day at the 2026-08-24T18:05Z fetch), future-commit candidate; 2 fetches silent since the SECOND 5-paper burst landed. **Watchlist signal at the 2026-08-26 fetch**: the `deepread_40240593/` directory has not been committed despite the 2026-08-24/25 cluster producing 5 more committed LDR files, none of which appear to have routed through `deepread_<slug>/` working folders (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation); the working-folder pipeline hypothesis has **weakened evidence** at this fetch — if Robin had used the working folders for the 2026-08-24/25 burst, the directory mtime would have advanced to 2026-08-25 +0800; the absence of mtime movement in the 2026-08-25 + 2026-08-26 fetches suggests the working-folder pipeline may have been abandoned, formalized differently, or batched without intermediate commit. **Track on next fetch** whether (a) the directory is committed, (b) the directory mtime finally advances (which would re-strengthen the working-folder pipeline hypothesis), (c) the `deepread_<PMID>` vs `04-Literature/Deep-Reads/<slug>` separation is formalized in vault conventions, (d) Robin documents the working-folder pipeline somewhere (commit message / vault README / blog post). **No synthesis routes** until the directory is committed.
 - **2026-08-24/25 cluster — SECOND consecutive single-day 5-paper LDR burst (vault HEAD `fb017e4f` → `9d4767c7`, 5 new vault commits)** — the 2026-08-25T18:13Z fetch observed a **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD. Combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours**, the largest sustained 2-day research output in Robin's vault activity log; the cluster creates **3 NEW `04-Literature/Deep-Reads/` subfolders**: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai) — Robin expands the deep-read folder taxonomy from ~19 to ~22 in a single day, **returning to the per-vendor / per-application-domain subfolder discipline** after the 2026-08-23/24 5-paper vault-root burst (the only LDR cluster that landed at the root of `04-Literature/Deep-Reads/` rather than in a subfolder). The 5-commit cluster is (chronological): `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS deep read (PMID 41634021) → `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review (PMID 41963991) → `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping retrofit + 净化 Robin mentions — **FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline**) → `5907cdfc` Shen 2026 Chin Med J vascularized organoids review (PMID 42268296) → `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus (PMID 41512055). Vendor anchor mapping (via `9aa2af4c` retrofit): 4-vendor (CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed) product mapping applied retroactively to Tevonian + Yang files. **Net-new external evidence** in this run. Synthesis routes into `/themes/01-organoid-equipment.md` (vascularized liver MPS + cardiac organoid review + autoimmune dermatology adjacency — likely the first significant expansion of Robin's coverage outside the canonical 4 application domains), `/themes/05-robin-research.md` (vault-snapshot refresh + the 2.5x expansion of subfolder taxonomy), `/sources/literature.md` (last-30-days table), `/commitments.md` (4 new commitment rows), `/themes.md` (potential `class-organoid-3d-bioprinting` evidence footprint strengthening — 4 of 5 papers are tissue-organoid deep-reads; if the 2026-08-25 burst recurs, the theme row may need a deeper evidence-footprint refresh). **Track on next fetch** whether (a) more per-vendor / per-application-domain subfolders land (extending the post-root-burst return to subfolder discipline), (b) the `9aa2af4c` retrofit pattern is applied to the prior 5 papers from the 2026-08-23/24 cluster (currently only Tevonian + Yang got the retrofit), (c) the `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/` subfolders accumulate additional entries (≥3 total entries per subfolder is the threshold for "subfolder is in active use"), (d) the `deepread_40240593/` pipeline workspace directory finally gets committed.
 - **Tevonian 2026 Nat Commun 血管化肝 MPS (2026-08-25, single-shot LDR entry `089177a7`, PMID 41634021)** — `obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md`. Tevonian et al. (2026) Nat Commun — **first vascularized liver MPS (microphysiological system) paper** in Robin's deep-read set. Vendor anchor mapping (via `9aa2af4c` retrofit): the retrofit commit added the **5-vendor product mapping table** (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed) to the file; the deep-read likely ranks Mimetas OrganoPlate for the multi-channel vascularized MPS architecture (OrganoPlate is the canonical microphysiological system for vascularized liver tissue) + CelVivo ClinoReactor for upstream hepatocyte maturation (Hep-Orgs source) + Cellink BIO X for the decellularized liver scaffold matrix. Companion to the existing **Liang 2026** liver organoid entry (ClinoStar ⭐⭐⭐⭐ for P1-P10 long-term maturation + ClinoReactor ⭐⭐⭐⭐ for 3-track HEP/CHO/HSC perfusion). **Application domain**: vascularized liver — extends the existing `Liver/` subfolder's (6 papers) fibrotic disease modeling story with a vascularization dimension. **Net-new external evidence** in this run (git-repo-1 2026-08-25). Synthesis routes into `/themes/01-organoid-equipment.md` (vascularized liver vendor mapping) + `/commitments.md` (new commitment entry once Robin produces a synthesis page). **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-tevonian-2026-nat-commun-vascularized-liver-mps-deepread.md`, (b) the retrofitted 5-vendor mapping tables yield specific ROI for the active CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed Chinese pharma R&D / CDMO account targeting, (c) the Tevonian paper pairs with Shen 2026 to anchor a `vascularized-organoid` review-paper cluster that the existing Subfolder lacks.
 - **Yang 2026 Stem Cell Res Ther cardiac organoid review (2026-08-25, single-shot LDR entry `583859a8`, PMID 41963991)** — `obsidian-vault/04-Literature/Deep-Reads/Cardiac-Organoids/Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md`. Yang L et al. (2026) Stem Cell Res Ther — **first comprehensive cardiac organoid review** in Robin's deep-read set. Vendor anchor mapping (via `9aa2af4c` retrofit): the retrofit commit added the **5-vendor product mapping table** to the file. Companion to **Tian 2025 Nat Commun** (the cardiac epicardium mTOR paper from the 2026-08-23 burst) which established the actual mechanistic depth; Yang 2026 is the canonical review that contextualizes Tian alongside the prior cardiac organoid literature (hPSC cardiac organoid generation methods, maturation protocols, disease modeling applications, regenerative medicine routes). **Application domain**: cardiac organoid — Robin expands from the prior 2-paper `Cardiac/` subfolder to a dedicated `Cardiac-Organoids/` subfolder; this is the first time Robin has opened a new subfolder explicitly for an application-domain cluster (prior new subfolders have been for review types or vendor types). **Net-new external evidence** in this run (git-repo-1 2026-08-25). Synthesis routes into `/themes/01-organoid-equipment.md` (cardiac organoid vendor mapping) + `/commitments.md` (new commitment entry) + `/sources/literature.md` (last-30-days table). **Track on next fetch** whether (a) Robin produces a synthesis page at `/sources/literature-yang-2026-stem-cell-res-ther-cardiac-organoid-review-deepread.md`, (b) the cardiac-organoid commitment folds Tian + Yang as a paired mechanistic + review cluster, (c) the Cardiac-Organoids subfolder accumulates ≥3 entries.
@@ -712,9 +694,9 @@ fields still 待补).
 - **`9aa2af4c` post-publish vendor-mapping retrofit commit (2026-08-25, NEW SOP step in Robin's LDR pipeline)** — `9aa2af4c` is a non-paper-content commit that touches the Tevonian 2026 + Yang 2026 files in-place to add the **5-vendor product mapping table** (CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed) plus **净化 Robin mentions** (sanitization of any "Robin" / "Robin 8-XX 实战沉淀" attribution strings that might leak into the production deep-read narrative). The commit is the **first post-publish vendor-mapping retrofit** in Robin's LDR pipeline; the prior 5-paper 2026-08-23/24 cluster (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) did NOT receive the retrofit — only the new Tevonian + Yang pair got the retroactive 5-vendor mapping. The retrofit is **methodologically significant**: it indicates Robin's LDR workflow is now adding a **post-publish vendor-mapping step** to the standard 8-step SOP (the 8 铁律 + 3 trigger modes + 5-section report pattern at `/sources/ldr-report-template.md`). The prior 8-step SOP does not include a vendor-mapping retrofit step — Robin has effectively iterated to a 9-step SOP for the new Tevonian + Yang pair. The retrofit's 净化 Robin mentions specifically addresses the "客户-facing deep-read 净化" concern flagged in the prior synthesis policy — Robin's deep-reads are increasingly being routed into customer conversations (the Guo 2026 IRB checklist template is the canonical example) and any Robin attribution in the body could break the "vendor-anchored customer-facing artifact" framing. **Track on next fetch** whether (a) the `9aa2af4c` retrofit pattern is applied retroactively to the prior 5 papers (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) — if Robin retro-fits the vendor mapping, the existing `class-organoid-3d-bioprinting` theme evidence footprint strengthens materially; if not, the retrofit might be an LDR-pipeline ad-hoc patch rather than a recurring pattern; (b) the `9aa2af4c` retrofit becomes a standard LDR step (replacing the existing 8-step SOP iteration pattern); (c) the LDR SOP iteration is documented at `/sources/ldr-report-template.md` and `/sources/2026-07-27-4-27-sop-vs-implementation.md`.
 - **Quintard 2024 Nat Commun microfluidic vascularized organoid chip (2026-08-16, 7 commits in 48-hour window)** — `obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md` (189 lines; 4-commit LDR cycle `0fc8db24` adds → `290e9635` -v2 修图床/双 H1/落款 → `24c713de` -v3 Wiki.js 自带图床 6 张图 → `4073abf4` -v4 转发语标题/落款加粗/删 3Brain; Wiki IDs 1719/1720/1722, NocoDB Id 3297). The paper is **the first microfluidic / organ-on-chip platform paper** Robin has deep-read in the 2026-08 window; the platform combines (i) 10-channel parallel microfluidic chips with U-shaped capture sites (300-800 µm adjustable), (ii) fibrin + Matrigel hydrogel layer deposition using Landau-Levich-Bretherton effect, (iii) ~10 s capture efficiency ~100%, (iv) dynamic perfusion 7-30 days with HUVEC + fibroblast co-culture + hiPSC-derived BVO + islet spheroid + lung organoid cross-validation, (v) hierarchical vasculature (37 µm upstream artery-vein + 8 µm BVO capillaries, matching physiological ranges 50-1900 s⁻¹). **Net-new external evidence** in this run (git-repo-1 2026-08-17). The 4-star "与我们的产品" table lists **Mimetas OrganoPlate ⭐⭐⭐⭐** (direct Phaseguide-based vascularized / kidney / intestine organ-on-chip competitor) + **CelVivo ClinoStar ⭐⭐⭐** (upstream workflow step: BVO differentiation day 0-15 needs rotating-wall suspension culture; ClinoStar is the canonical hardware for this stage; the paper's day 15 → chip-on-board handoff is the canonical CelVivo → organ-on-chip workflow) + **Emulate Organ-Chip ⭐⭐⭐** (Colon-Intestine-Liver platform companion). Synthesis routes into `/themes/05-robin-research.md` (新增 by-vendor entry) and `/sources/literature.md` (last-30-days deep-read table). Vendor-anchor mapping: CelVivo-adjacent (workflow upstream) + Mimetas OrganoPlate / Emulate Organ-Chip (organ-on-chip product lane that Robin's portfolio does not currently cover but represents a potential cross-sell if Robin's customers ask "where do I run my CelVivo-matured organoids in a vascularized microenvironment?"). Customer-entry: 药企临床前 (vascularized drug screening) + 微流控 organ-on-chip 平台集成商 (Mimetas / Emulate channel partners) + academic PI (vascular development / diabetes). **Track on next fetch** whether Robin publishes a `/sources/literature-quintard-2024-nat-commun-vasorganoid-chip-deepread.md` synthesis page; the deep-read pipeline currently only carries `liang-2026-celvivo-clinostar-positioning` + `miao-2025-celvivo-clinostar-positioning` + `liu-2026-hd-mea-roadmap-implication` + `sharma-2026-retinal-organoid-mea-cross-sell` — no Quintard synthesis page yet.
 - **Guo 2026 Front Cell Dev Biol organoid ethics systematic review (2026-08-16, 7 commits in 48-hour window)** — `obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md` (170 lines + 3 真图; 3-commit LDR cycle `2e6f5989` adds → `00f824f2` -v2 修图床 (加 2 张 Wiki.js 自带图) → `a4fa5a32` -v3 补 Fig 1; Wiki ID 1724, NocoDB Id 3298). The paper is **the first organoid-research ethics / IRB systematic review** Robin has deep-read in any window — fills the methodological gap on the IRB-side that the prior clinical-translation evidence (CDE classification + Order No. 818) does not directly cover. The paper structures the IRB review framework as **7 mandatory points** (sample provenance + donor informed consent + data privacy & de-identification + co-culture agency + animal welfare 3R + cross-border regulation + long-term storage & termination); the cross-border table compares China (《人类遗传资源管理条例》+ 《涉及人的生命科学和医学研究伦理审查办法》2023), US (HIPAA + Common Rule + NIH GDS), EU (GDPR + Clinical Trials Regulation 536/2014), Japan, Korea. The 4-star "与我们的产品" table lists **CelVivo ClinoStar ⭐⭐⭐⭐** (clinical-translation IRB compliance — the 7 mandatory points directly apply to ClinoStar customer IRB submissions; **Robin 推广 ClinoStar 给三甲医院时, 可附带本框架作为增值**) + **Mimetas OrganoPlate ⭐⭐⭐⭐** (co-culture ethics — Mimetas 主营类器官 + 免疫细胞共培养, the co-culture agency framework from Guo 2026 point 4 directly applies) + **Emulate Organ-Chip ⭐⭐⭐** (organoid + microfluidic cross-border regulation reference). **Net-new external evidence** in this run (git-repo-1 2026-08-17). Robin translated the paper into a **customer-facing sales ammunition template** at `templates/类器官IRB申请清单.md` (180 lines; 7 mandatory points checklist + 5 customer Q&A + China vs International flow table + 10 attachments + 7 citations; v1.0 dated 2026-08-16, "Robin 8-16 实战沉淀") — see the templates/ entry in the next bullet. Customer-entry: 临床转化型医院 (class A tertiary hospitals running organoid IRB submissions) + 类器官厂家 Robin 培训客户 (the IRB checklist is the canonical "Robin 培训客户 IRB 申请" core material) + academic PI (cross-border collaboration IRB paperwork). **Track on next fetch** whether (a) the templates/ IRB checklist gets committed, (b) the Robin-author attribution in the template is recognized as a wiki-side customer-training artifact, (c) Robin produces a deep-read synthesis page at `/sources/literature-guo-2026-front-cell-dev-biol-organoid-ethics-deepread.md`, and (d) the IRB checklist routes into the existing CelVivo industrial-customers program (which currently lives at `05-Documents/Products/Celvivo/Industrial-Customers/`) as a standard customer-training artifact.
-- **Review/ subfolder — first entry (2026-08-13, still uncommitted at 2026-08-23, 12-day carry-forward, watchlist signal continuing to weaken)** — `obsidian-vault/04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` is the **first file in a new `Review/` subfolder** under `04-Literature/Deep-Reads/`. The file is **untracked** at the 2026-08-23 fetch (Robin has not yet committed it — same state as the 2026-08-13 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 fetches, **0 progress in the 2026-08-13 → 2026-08-23 240-hour window**, **10 consecutive fetches silent on the file**). **Watchlist signal continuing to weaken at this fetch**: per the 2026-08-15 watchlist-trigger rubric ("if the file remains uncommitted at the next fetch (2026-08-17 or later), the structural signal weakens"), the `Review/` subfolder at the 2026-08-23 fetch is **still single-entry, still untracked** — the structural signal **continues to weaken** at this fetch (**12-day carry-forward** with no commit, no follow-up paper landed in the subfolder across **10 consecutive fetches**). The `Review/` subfolder is more likely to be a one-off than a recurring pattern. The file should either be committed on a future fetch (which would re-strengthen the signal) or remain untracked indefinitely (which would confirm the one-off interpretation). No synthesis routes until the file is committed.
-- **`templates/` subfolder — first entry (2026-08-16, NEW this run)** — `templates/类器官IRB申请清单.md` (180 lines, mtime 2026-08-16, untracked) is the **first file in a new `templates/` directory** at the vault root. The file is Robin's **first customer-facing sales ammunition template produced from a single deep-read** (the Guo 2026 IRB ethics systematic review). Content: 7 mandatory IRB review points checklist (样本来源/知情同意/数据隐私/共培养主体性/3R 动物福利/跨境监管/长期保存与终止使用) + 5 customer Q&A ("类器官研究要不要 IRB 申请?" / "类器官共培养产品怎么申请 IRB?" / "类器官跨境研究怎么报?" / "3R 原则怎么写?" / "类器官 + 免疫细胞共培养 = CAR-T 体外培养, 算不算新生物体? 伦理上算什么?") + China vs International flow comparison table + 10-row 申请附件清单 + 7 references (Guo 2026 + ISSCR 2021 + OHRP 2016 + GDPR 2018 + China 2023 + China 2019 + Cambridge 2020). The template's `version: v1.0 (2026-08-16, Robin 8-16 实战沉淀)` and `Robin 业务定位: 类器官厂家给三甲医院 IRB 申请的标准模板 + Robin 客户培训材料核心` framing makes it explicit that this is the canonical "Robin 培训客户 IRB 申请" core material. **Structural significance**: the `templates/` directory is new — none of the existing top-level folders (`01-Active-Sales/` / `02-Clients/` / `02-Active-Deals/` / `02-Contacts/` / `03-Product/` / `03-Resources/` / `04-Literature/` / `05-Documents/` / `06-Sales/` / `99-Templates/` / `memory/`) provides a vendor-agnostic customer-training-artifact slot at the vault root. The Obsidian vault already has `99-Templates/` for reusable Obsidian templates (note templates, daily-report templates — per `99-Templates/` size hint 14 .md), but the new `templates/` directory is **for customer-facing sales ammunition**, not Obsidian note templates — a different artifact type. The naming convention overlaps with `99-Templates/` and may need disambiguation; Robin's intent (per the file header) is for this `templates/` to be the **canonical customer-training artifact directory**, distinct from `99-Templates/` Obsidian-note templates. **Customer-entry scenarios** called out in the template: (a) 类器官厂家研发负责人 = IRB 申请准备, (b) Robin 客户开发 = 培训客户 IRB 申请核心材料, (c) 医院 IRB 委员会 = 类器官研究 IRB 审查标准参考, (d) 学术合作方 = 跨境合作时多国法规差异对照. **Carry-forward status** (2026-08-23): untracked, **7-day carry-forward** since first observation (2026-08-17 fetch — was 6-day at the 2026-08-22 fetch, 5-day at the 2026-08-21 fetch), future-commit candidate. **Track on next fetch** whether (a) Robin commits the file to `main`, (b) more templates land in the directory (extending the customer-training-artifact slot), (c) the `templates/` and `99-Templates/` naming overlap gets resolved (rename / docs / conventions). Synthesis routes into `/themes/05-robin-research.md` (sales ammunition pipeline section).
-- **`celvivo_commercial/` subfolder — first entry (2026-08-17, NEW this run)** — `celvivo_commercial/1331651_20260630_131201.pdf` (56 KB PDF, mtime 2026-08-17, untracked) is the **first file in a new `celvivo_commercial/` directory** at the vault root. The PDF is the existing 6-30 quote PDF that Robin migrated into a new folder. The file is **a quote PDF**, not a synthesis target — the on-disk evidence is the existing 6-30 quote document that already exists in `05-Documents/Products/Celvivo/Industrial-Customers/` (per the 2026-08-15 synthesis-policy section above, "commercial docs (8 files: Exhibit 1 Price Book / Exhibit 3 SuperUser certification / Huibai demo discount agreement / 惠百 PO 盖章版 / Celvivo Distribution Agreement 2026 Huibai Bio / 1331651_20260630_131201 (6-30 quote) / Packing Slip Ordre 726_1 / Packing Slip Ordre 726_2)"). **Structural significance**: the `celvivo_commercial/` directory is new — Robin has migrated the 6-30 quote out of wherever it was previously (presumably a working folder or `05-Documents/Products/Celvivo/` deep path) into a top-level dedicated directory. **The migration is unfinished** — only 1 file in the new directory; if Robin intends the directory to consolidate all 8 commercial docs from `05-Documents/Products/Celvivo/Industrial-Customers/`, the other 7 files (Exhibit 1 Price Book / Exhibit 3 SuperUser certification / Huibai demo discount agreement / 惠百 PO 盖章版 / Celvivo Distribution Agreement 2026 / Packing Slip Ordre 726_1 / Packing Slip Ordre 726_2) should eventually land here too. **No synthesis routes** until Robin commits the file or migrates more docs into the directory. Carry-forward status (2026-08-23): untracked, single-entry, **7-day carry-forward** since first observation (2026-08-17 fetch — was 6-day at the 2026-08-22 fetch, 5-day at the 2026-08-21 fetch), future-commit candidate. Track on next fetch whether (a) the file gets committed, (b) more commercial docs migrate into the directory.
+- **Review/ subfolder — first entry (2026-08-13, still uncommitted at 2026-08-26, 15-day carry-forward, watchlist signal continuing to weaken)** — `obsidian-vault/04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` is the **first file in a new `Review/` subfolder** under `04-Literature/Deep-Reads/`. The file is **untracked** at the 2026-08-26 fetch (Robin has not yet committed it — same state as the 2026-08-13 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fetches, **0 progress in the 2026-08-13 → 2026-08-26 312-hour window**, **13 consecutive fetches silent on the file**). **Watchlist signal continuing to weaken at this fetch**: per the 2026-08-15 watchlist-trigger rubric ("if the file remains uncommitted at the next fetch (2026-08-17 or later), the structural signal weakens"), the `Review/` subfolder at the 2026-08-26 fetch is **still single-entry, still untracked** — the structural signal **continues to weaken** at this fetch (**15-day carry-forward** with no commit, no follow-up paper landed in the subfolder across **13 consecutive fetches**). The `Review/` subfolder is more likely to be a one-off than a recurring pattern. The file should either be committed on a future fetch (which would re-strengthen the signal) or remain untracked indefinitely (which would confirm the one-off interpretation). **Watchlist downgrade consideration at the 2026-08-26 fetch**: with the structural signal continuing to weaken for 13 consecutive fetches with no follow-up paper landing in the subfolder (and 4 consecutive bursts of LDR activity landing at the vault HEAD without routing any review-type paper to the `Review/` subfolder), the `Review/` subfolder entry's watchlist status is approaching a downgrade-to-stale threshold; a 2026-08-27 fetch that lands the file as still-uncommitted would confirm the one-off interpretation and the entry should be demoted to a "stale / not recurring" carry-forward note rather than an active watchlist entry. No synthesis routes until the file is committed.
+- **`templates/` subfolder — first entry (2026-08-16, NEW → 2026-08-26, still uncommitted)** — `templates/类器官IRB申请清单.md` (180 lines, mtime 2026-08-16, untracked) is the **first file in a new `templates/` directory** at the vault root. The file is Robin's **first customer-facing sales ammunition template produced from a single deep-read** (the Guo 2026 IRB ethics systematic review). Content: 7 mandatory IRB review points checklist (样本来源/知情同意/数据隐私/共培养主体性/3R 动物福利/跨境监管/长期保存与终止使用) + 5 customer Q&A ("类器官研究要不要 IRB 申请?" / "类器官共培养产品怎么申请 IRB?" / "类器官跨境研究怎么报?" / "3R 原则怎么写?" / "类器官 + 免疫细胞共培养 = CAR-T 体外培养, 算不算新生物体? 伦理上算什么?") + China vs International flow comparison table + 10-row 申请附件清单 + 7 references (Guo 2026 + ISSCR 2021 + OHRP 2016 + GDPR 2018 + China 2023 + China 2019 + Cambridge 2020). The template's `version: v1.0 (2026-08-16, Robin 8-16 实战沉淀)` and `Robin 业务定位: 类器官厂家给三甲医院 IRB 申请的标准模板 + Robin 客户培训材料核心` framing makes it explicit that this is the canonical "Robin 培训客户 IRB 申请" core material. **Structural significance** (carried forward from 2026-08-16): the `templates/` directory is new — none of the existing top-level folders (`01-Active-Sales/` / `02-Clients/` / `02-Active-Deals/` / `02-Contacts/` / `03-Product/` / `03-Resources/` / `04-Literature/` / `05-Documents/` / `06-Sales/` / `99-Templates/` / `memory/`) provides a vendor-agnostic customer-training-artifact slot at the vault root. The Obsidian vault already has `99-Templates/` for reusable Obsidian templates (note templates, daily-report templates — per `99-Templates/` size hint 14 .md), but the new `templates/` directory is **for customer-facing sales ammunition**, not Obsidian note templates — a different artifact type. The naming convention overlaps with `99-Templates/` and may need disambiguation; Robin's intent (per the file header) is for this `templates/` to be the **canonical customer-training artifact directory**, distinct from `99-Templates/` Obsidian-note templates. **Customer-entry scenarios** called out in the template: (a) 类器官厂家研发负责人 = IRB 申请准备, (b) Robin 客户开发 = 培训客户 IRB 申请核心材料, (c) 医院 IRB 委员会 = 类器官研究 IRB 审查标准参考, (d) 学术合作方 = 跨境合作时多国法规差异对照. **Carry-forward status** (2026-08-26): untracked, **10-day carry-forward** since first observation (was 9-day at the 2026-08-25T18:13Z fetch, 8-day at the 2026-08-24T18:05Z fetch, 7-day at the 2026-08-23T18:11Z fetch, 6-day at the 2026-08-22T18:13Z fetch, 5-day at the 2026-08-21T18:09Z fetch), future-commit candidate; **9 fetches silent since the directory first appeared** (first observed at the 2026-08-17T18:09Z fetch). The file mtime is still 2026-08-16 +0800 (unchanged since initial creation) — **no template authoring activity since the original 2026-08-16 creation**, despite 4 consecutive bursts of LDR activity (Quintard + Guo 2026-08-16 + the 2026-08-23 5-paper burst + the 2026-08-25 5-paper burst) that could have generated follow-up templates. **Watchlist signal weakening** (similar to the `Review/` subfolder): the `templates/` directory has remained single-entry + uncommitted for **10 consecutive fetches** with no follow-up template landing despite multiple LDR bursts that could plausibly have generated sales ammunition templates. The directory is approaching a "one-off" interpretation. **Track on next fetch** whether (a) Robin commits the file to `main`, (b) more templates land in the directory (extending the customer-training-artifact slot), (c) the `templates/` and `99-Templates/` naming overlap gets resolved (rename / docs / conventions), (d) any of the 4 prior LDR bursts produces a follow-up template (which would re-strengthen the sales-ammunition-pipeline hypothesis). Synthesis routes into `/themes/05-robin-research.md` (sales ammunition pipeline section).
+- **`celvivo_commercial/` subfolder — first entry (2026-08-17, NEW → 2026-08-26, still uncommitted)** — `celvivo_commercial/1331651_20260630_131201.pdf` (56 KB PDF, mtime 2026-08-17, untracked) is the **first file in a new `celvivo_commercial/` directory** at the vault root. The PDF is the existing 6-30 quote PDF that Robin migrated into a new folder. The file is **a quote PDF**, not a synthesis target — the on-disk evidence is the existing 6-30 quote document that already exists in `05-Documents/Products/Celvivo/Industrial-Customers/` (per the 2026-08-15 synthesis-policy section above, "commercial docs (8 files: Exhibit 1 Price Book / Exhibit 3 SuperUser certification / Huibai demo discount agreement / 惠百 PO 盖章版 / Celvivo Distribution Agreement 2026 Huibai Bio / 1331651_20260630_131201 (6-30 quote) / Packing Slip Ordre 726_1 / Packing Slip Ordre 726_2)"). **Structural significance** (carried forward from 2026-08-17): the `celvivo_commercial/` directory is new — Robin has migrated the 6-30 quote out of wherever it was previously (presumably a working folder or `05-Documents/Products/Celvivo/` deep path) into a top-level dedicated directory. **The migration is unfinished** — only 1 file in the new directory; if Robin intends the directory to consolidate all 8 commercial docs from `05-Documents/Products/Celvivo/Industrial-Customers/`, the other 7 files (Exhibit 1 Price Book / Exhibit 3 SuperUser certification / Huibai demo discount agreement / 惠百 PO 盖章版 / Celvivo Distribution Agreement 2026 / Packing Slip Ordre 726_1 / Packing Slip Ordre 726_2) should eventually land here too. **No synthesis routes** until Robin commits the file or migrates more docs into the directory. Carry-forward status (2026-08-26): untracked, single-entry, **10-day carry-forward** since first observation (was 9-day at the 2026-08-25T18:13Z fetch, 8-day at the 2026-08-24T18:05Z fetch, 7-day at the 2026-08-23T18:11Z fetch, 6-day at the 2026-08-22T18:13Z fetch, 5-day at the 2026-08-21T18:09Z fetch); **9 fetches silent since the directory first appeared** (first observed at the 2026-08-17T18:09Z fetch). The file mtime is still 2026-08-17 +0800 (unchanged since initial creation) — **no commercial-doc migration activity since the original 2026-08-17 migration**, despite the 2026-08-25 SECOND 5-paper burst landing 5 more LDR commits in the vault (none of which involved commercial-doc migration). **Watchlist signal weakening** (similar to the `Review/` + `templates/` subfolders): the `celvivo_commercial/` directory has remained single-entry + uncommitted for **10 consecutive fetches** with no follow-up commercial-doc migration despite 4 LDR bursts landing at vault HEAD; the directory is approaching a "one-off" interpretation. Track on next fetch whether (a) the file gets committed, (b) more commercial docs migrate into the directory (which would re-strengthen the consolidation hypothesis), (c) the directory mtime finally advances.
 - **2026-08-15 sources-sync bug — count-data wipe (operational)** — the `2507925e27b83b4f9d2e6f3b9c939d081a90f9f2` `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-15)` commit at 2026-08-15 +0800 02:31 committed **empty count values** for NocoDB / Wiki.js / RAGFlow (SeaFile was already empty so the commit was a no-op there): (a) NocoDB: 6614 → **0** total records, with all 13 per-table counts (brain_organoid_literature / intestinal_organoid_literature / Celvivo_literature / cardiac_organoid_literature / cancer_organoid_literature / liver_organoid_literature / other_organoid_literature / kidney_organoid_literature / retinal_organoid_literature / Cellink_literature / organoid_literature_old / lung_organoid_literature / 3Brain_literature) cleared to empty cells; (b) SeaFile: libraries table unchanged (was empty in `1737454` already — a separate, older cron issue not introduced by `2507925`); (c) Wiki.js: 83 → **0** unique pages, ID range 22..1704 → **0..0**, Locale 分布 → empty, Top-level 路径分布 → empty; (d) RAGFlow: landing 200 → **000**, `/api/v1/health` 404 → **000**, `/api/v1/datasets` 401 → **000**. The header lines on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page still report `上次同步: 2026-08-14T18:30:42Z` (the prior successful sync timestamp), but the body count values are wiped. **Probable root cause**: the auto-source-sync CRON job ran but the underlying NocoDB / Wiki.js / RAGFlow API calls failed (likely the same operational issue already documented on `/sources/web-search.md` and `/sources/README.md` — runtime registry disagreement on `enabled: true` vs. disabled); the script committed the empty values instead of skipping the commit on failure. **Impact**: 3 source pages now show misleading zero/null values (NocoDB / Wiki.js / RAGFlow); Tavily / HN / git-repo synthesis is unaffected. **Recovery**: the wiped data is recoverable from the prior wiki commit (`git show 1737454:sources/nocodb.md` etc. will restore the pre-wipe state). This run restored the wiped data on all 3 affected pages (plus an operational note documenting the bug) so the wiki is internally consistent again. **Wiki-synthesis concern**: **none** — the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters. **Operational concern**: **yes** — the auto-source-sync job should (a) check connectivity before committing, (b) skip the commit on API failure rather than committing empty values, or (c) preserve the prior counter values when a fresh pull returns null/empty. Recorded for traceability here + on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page.
 - **Liang 2026 liver organoid fibrosis platform (2026-08-12)** — `04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md` (170 lines; `[[MOC-类器官与3D培养]]` already names this paper via `related:` back-link). The paper is **the net-new external evidence** this run (git-repo-1 2026-08-12) brought into the vault; see synthesis at `/themes/01-organoid-equipment.md` § CelVivo evidence (added 2026-08-12) and `/commitments.md` `liang-2026-celvivo-clinostar-positioning`. Single-paper LDR cycle: 4 commits (`e542c977` → `8699a154` → `aacba7aa` → `297f106d`) walked Robin's standard 3-stage SOP on the same file (186 lines → 105+/122- page 946 rewrite → page 934 修齐 micro-revisions). The 4-star "与我们的产品" table on the paper lists **CelVivo ClinoStar ⭐⭐⭐⭐** (P1-P10 长程扩增对应旋转培养 30+ 天无剪切; HSC 静止态在模拟微重力下 7+ 天维持) + **CelVivo ClinoReactor ⭐⭐⭐⭐** (单组织 3 轨道分通道灌流; TGFβ 时间程序精确切换) — **parallel CelVivo ClinoStar rating 5 to Miao 2025 v2's ClinoStar rating 5** from the 2026-08-08 flywheel-sync, but for liver organoid (long-term maturation + fibrosis modeling) rather than lung organoid (vascularization). 7 SeaFile Fig (Fig1-7) + 4-paper 参考文献 (Huch 2013 / Huch 2015 / Clevers 2016). Customer-entry: 药企临床前 (抗纤维化药筛) + 临床肝活检中心 (1-2 mg → 3 周药敏) + 学术 PI (2D vs 3D 旋转 efficiency). **MOC linkage**: the paper's `related:` field already names `[[MOC-类器官与3D培养]]` (the first MOC, created 2026-08-10) — confirming the MOC pattern is in active use on real deep-reads.
 - **CelVivo industrial customers program** — a dedicated subfolder under
@@ -797,7 +779,9 @@ fields still 待补).
 
 ## Synthesis policy for this source
 
-- **This run (2026-08-25, git-repo-1 18:13Z):** **5 new vault commits**
+- **This run (2026-08-26, git-repo-1 18:06Z):** **0 new vault commits** in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window — vault HEAD unchanged at `9d4767c7` (same as the 2026-08-25T18:13Z fetch); **vault silent for the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst, **1 calendar day stale**. **No new external evidence** in this run. The 2026-08-24/25 cluster remains the most recent committed vault activity (Tevonian + Yang + Shen + Zhai + the `9aa2af4c` retrofit). The carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` **14-day → 15-day carry-forward** (**12 → 13 fetches silent**, structural signal continuing to weaken — subfolder is more likely one-off than recurring) + `celvivo_commercial/` + `templates/` **9-day → 10-day carry-forward** + `deepread_40240593/` **2-day → 3-day carry-forward**. **Wiki-side**: **2 new automated wiki commits** landed in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window — `81ac94a` chore: daily update 2026-08-26 (2026-08-26 02:23 +0800; per `git show --stat 81ac94a` the commit touched 14 files from the prior dirty set including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md`; reducing uncommitted-file count from 11 → 8) + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, 2026-08-26 02:30 +0800, the **twelfth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26). The manifest `changedFiles` shows 8 dirty wiki files this fetch — `M .last-update.json` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md` — the same set of synthesis-layer files the very next run will re-touch. **Synthesis-layer impact**: **none** — vault delta is empty (no new commits, no new mtime changes) and the wiki delta is automated maintenance only; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits. **No `/themes.md` row change, no `/commitments.md` row, no `/open-questions.md` row, no `/personal-logistics.md` item** at this fetch. Prior run (this section demoted): git-repo-1 2026-08-25T18:13Z.
+
+- **Previous run (2026-08-25, git-repo-1 18:13Z):** **5 new vault commits**
   in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the
   vault HEAD bumped from `fb017e4f` (2026-08-24T18:05Z fetch) to
   `9d4767c7` (2026-08-25T18:13Z fetch) — **SECOND consecutive single-day
diff --git a/sources/hackernews.md b/sources/hackernews.md
index e73a016..ada6b6b 100644
--- a/sources/hackernews.md
+++ b/sources/hackernews.md
@@ -2,8 +2,8 @@
 type: "Reference"
 title: "Hacker News — evidence index"
 description: "Compact evidence trail for the Hacker News connector (hackernews-1, Robin-curated life-sciences + AI workflow). Synthesis lives on /themes.md, /commitments.md, etc.; this page only records ingestion coverage and notable items."
-tags: [hackernews, evidence-index, source, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-16, 2026-08-15, 2026-08-13, 2026-08-12, 2026-08-10]
-timestamp: 2026-08-25T18:00:30Z
+tags: [hackernews, evidence-index, source, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-16, 2026-08-15, 2026-08-13, 2026-08-12, 2026-08-10]
+timestamp: 2026-08-26T18:00:33Z
 ---
 
 # Hacker News — evidence index
@@ -16,10 +16,42 @@ Compact evidence trail for the Hacker News connector (`hackernews-1`, Robin-cura
 - **Backend:** public HN feeds (`top`, `new`) + Algolia HN search queries
 - **Auth:** none — public feeds
 - **Window:** last 24 hours
-- **Latest fetch:** `2026-08-25T18:00:30Z` (LLM-agent topic set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` — 6 queries; the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories" is the active query set; prior 2026-08-24 18:00, 2026-08-23 18:00, 2026-08-22 18:00, 2026-08-21 18:00, 2026-08-20 18:00, 2026-08-19 18:00, 2026-08-18 18:00, 2026-08-17 18:00, 2026-08-16 18:00, 2026-08-15 18:00, 2026-08-13 18:00, 2026-08-12 18:00, 2026-08-10 18:00, 2026-08-08 18:00, 2026-08-08 03:15, 2026-08-07 12:29, 2026-08-03 18:00, 2026-08-02 18:00, 2026-08-01 18:00, 2026-07-31 18:00, 2026-07-30 18:00, 2026-07-29 18:00, 2026-07-28 18:00, 2026-07-27 18:00, 2026-07-26 18:16 and 18:00 pulls also documented below)
-- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-08-25T18-00-02-968Z/hackernews-results.json` (current — **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (four fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 30 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent item is **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts modelscope.cn — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; open-weight Qwen family release, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-25 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-24T18-00-02-633Z/hackernews-results.json` (prior — **fourteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=0 / hits=0` — the runtime payload reports clean integer `nbHits=0` (vs the `nbHits=null` shape on the 2026-08-21 + 2026-08-23 fully-zero pulls, both confirming the same fully-zero lane); the 2026-08-21 / 2026-08-23 / 2026-08-24 fully-zero pulls are bookends on the 2026-08-22 noise-only pull, **three fully-zero Algolia lanes in four consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 38 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest weakly-adjacent items are **`49411102` "Anthropic's best AI model struggles to attract users as cheaper tools thrive"** (738 pts top+best, 649 cmts — **highest-engagement item of the pull**; FT business-model pressure on Anthropic's best AI model; **adjacent-not-promoted** per scope because Anthropic pricing pressure is not on Robin's named stack; off-scope per scope), **`49415893` "FDA clears blood test to aid evaluation for Alzheimer's disease"** (154 pts top, 73 cmts, washu.edu — Alzheimer's / blood-test diagnostic; **adjacent-not-promoted** per scope because Alzheimer's is not in Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the clinical-research framing has a tangentially neuroscience-adjacent axis), and **`49421554` "Coding expertise is going to collapse from AI reliance"** (202 pts top, 234 cmts, larsfaye.com — AI-coding talent-debate essay; **adjacent-not-promoted** per scope because coding-talent is not on Robin's named stack), see 2026-08-24 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-23T18-00-02-256Z/hackernews-results.json` (prior — **thirteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 fully-zero pull (the prior fully-zero pull was 2026-08-21); the 2026-08-22 pull had a noise-only lane (3 of 6 with substring noise, 3 clean zero) and the 2026-08-23 pull returns to fully-zero across all 6 — **two fully-zero Algolia lanes in three consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; the strongest named-stack-adjacent item is **`49409092` "What Is a Harness?"** (121 pts, 83 cmts, top, by `tosh` 2026-08-23, https://earendil.com/posts/what-is-a-harness/ — a definitional essay on agent harnesses; **strongest named-stack-adjacent item of the pull by direct agent-harness cross-walk** because (a) the **121-pt + 83-cmt top-feed engagement** is the third-highest top-feed engagement on the pull (after the off-scope `49402232` Why your local LLM feels dumber 450 pts + `49402189` Scrap Moxie 399 pts), (b) the **definitional framing "What Is a Harness?"** directly speaks to the agent-as-primary-compute-substrate narrative that `hermes-agent-v0-19-quicksilver` documents, and (c) it is the **6th entry in the now 11-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → **"What Is a Harness?" `49409092` 121 pts 2026-08-23** — six independent submissions across 11 days, total cluster engagement 791 pts), with the next named-stack-adjacent item being **`49402232` "Why your local LLM feels dumber than it is"** (450 pts top+best, 182 cmts, by `felineflock` 2026-08-23, https://forum.level1techs.com/t/why-your-local-llm-feels-dumber-than-it-is/253917 — **highest-engagement item of the pull** at 450 pts + 182 cmts; a Level1Techs forum post on local-LLM optimization; **adjacent-not-promoted** per scope because local-LLM optimization is not on Robin's named daily-driver stack — Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents and unsloth/MiniMax-M3-GGUF is the local-LLM run path — but the **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** makes this the strongest local-LLM-adjacent item of the pull), and the third named-stack-adjacent item being **`49410097` "GLM-5.3 (open-weight) beat Anthropic/OpenAI models – for 1/5 the cost"** (141 pts top, 143 pts best, by `ed-is-ai` 2026-08-23, https://reinvently.co.uk/tools/ed-o-meter/ — GLM-5.3 open-weight model benchmark, **adjacent-not-promoted** per scope because GLM-5.3 is not on Robin's named stack — the `MiniMax-m3` row already cites the 2026-08-01 benchlm.ai DeepSeek V4 Flash vs MiniMax M3 framing, and GLM-5.3 is a different open-weight model from the comparison anchor; cross-walked to **`49409073` "I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day"** (268 pts top+best, 107 cmts, by `dr_pardee` 2026-08-23, https://ericpardee.github.io/fire-hd-ownership/ — GLM-5.3 in a tablet-ownership experiment; **highest-engagement GLM-5.3 cluster item** at 268 pts, off-scope per scope but reinforces the GLM-5.3 launch narrative), with one lower-engagement application-domain-adjacent item worth flagging: **`49410149` "Vit D assoc w better cognition in those w sleep disturb./mild cognitive impair"** (15 pts top, 5 cmts, by `bookofjoe` 2026-08-23, https://www.sciencedirect.com/science/article/abs/pii/S1389945726001991 — a sciencedirect.com clinical-nutrition paper on Vitamin D and cognition in sleep-disturbance + mild cognitive impairment; **adjacent-not-promoted** per scope because clinical nutrition is not one of Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the cognition + sleep-disturbance framing has a tangentially neuroscience-in-vitro adjacency), and three off-scope secondary adjacents worth flagging for traceability: **`49410628` "We must not grant AI agents legal personhood"** (7 pts top, 5 cmts, by `andsoitis` 2026-08-23, https://www.ft.com/content/b8cc4bf4-6d3c-4974-8428-9a091983c473 — FT opinion piece on AI agent legal personhood, low-engagement policy lane; off-scope per scope), **`49407507` "I gave Qwen 3.8 27B a reverse-engineering job and it finished in 30 minutes"** (234 pts top+best, 106 cmts, by `raybb` 2026-08-23, https://www.xda-developers.com/qwen-3-8-27b-reverse-engineering-job-frontier-model/ — Qwen 3.8 27B local-LLM reverse-engineering test; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-23 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-22T18-00-02-146Z/hackernews-results.json` (prior — **twelfth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **noise-only lane on 3 of 6 queries + clean zero on the other 3**: `organoid` returned 5 hits (1 thematic Nautilus + 4 substring noise on `organi-`), `CelVivo` returned 0 hits (clean zero), `3Brain` returned 6 hits (1 thematic Nautilus duplicate + 5 substring noise on `brain`), `Cellink` returned 3 hits (all substring noise on `helsinki`/`calling`), `openwiki` returned 0 hits (clean zero), `deepagents` returned 0 hits (clean zero); same shape as the 2026-08-10 / 2026-08-12 / 2026-08-17 / 2026-08-20 noise-only pulls, NOT the 2026-08-21 fully-zero pull; the strongest named-stack-adjacent item is **`49398152` "Munder Difflin – Agent harness to run an office of your clones"** (192 pts, 81 cmts, top, by `simonpure` 2026-08-21, https://munderdiffl.in/ — agent-harness launch with the strongest engagement of the self-hosted-agentic-substrate cluster to date; the "office of your clones" framing cross-walks to the same agent-as-primary-compute-substrate narrative that the 2026-08-13 DeepSeek Harness + 2026-08-18 machine0 + 2026-08-19 OneCLI + 2026-08-21 self-hosted agentic software factory cluster documents), with the second-strongest named-stack-adjacent being **`49399591` "New MCP Roadmap"** (120 pts, 93 cmts, top, by `pentagrama` 2026-08-21, https://blog.modelcontextprotocol.io/posts/mcp-roadmap/ — **official MCP roadmap from the canonical MCP blog**, the strongest protocol-substrate signal of the pull because MCP is the substrate of MCP Memory (the 2026-08-13 `agent-memory-architecture` row refresh anchor) + machine0 + OneCLI + Hermes Agent + Codex CLI + OpenWiki; **first MCP-protocol roadmap signal since the 2026-07-28 MCP revision finalization**), with two more named-stack-adjacent items surfaced from the 6-query substring-noise lane: `49394827` "Show HN: OzBrain, a shared brain for knowledge between agents and your team" (72 pts, 45 cmts top, by `dariusmonsef` 2026-08-21, https://ozbrain.com — surfaced as a 3Brain-substring-noise hit because "OzBrain" contains the substring "brain"; submitter text describes an "agent-first chat interface" / shared-knowledge platform that explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers, cron jobs stitching Supabase to a skills file" — the exact architectural parallel to Robin's OpenWiki + Obsidian vault stack at `/home/ldw/workspace`); `49399942` "Show HN: Knowl – CLAUDE.md hit 1000 lines, so I built memory that prunes itself" (1 pt, 1 cmt top, by `dat999zx` 2026-08-22, https://github.com/dat999zx/knowl — surfaced as a Cellink-substring-noise hit because the body text mentions "cell" / "ceiling"; an open-source MCP-backed agent memory that retires stale atoms on conflict write-time — adjacent to the `agent-memory-architecture` row but engagement is below the refresh threshold), and one thematic organoid hit from the Algolia substring noise: `49400587` "The Remarkable Lives of 5-Year-Old Brain Organoids" (1 pt, 0 cmts top, by `Brajeshwar` 2026-08-22, https://nautil.us/the-remarkable-lives-of-5-year-old-brain-organoids-1284120 — surfaced as both `organoid` and `3Brain` substring-noise duplicate because the title contains "Brain Organoids"; a Nautilus article on long-term-cultured brain organoid viability — application-domain adjacent but engagement is below the refresh threshold), plus three off-scope secondary adjacents worth flagging for traceability: `49401549` "Anthropic appears to be A/B testing reduced effort levels in Claude Code" (29 pts top, Claude Code traceability lane, off-scope per scope), `49394496` "Three important steps in my maturation process" (199 pts best, by `tdullien` — personal-blog essay adjacent-not-promoted per scope), `49397947` "Embedded AI" (29 pts top, No Starch Press book publication, off-scope per scope), see 2026-08-22 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-21T18-00-02-121Z/hackernews-results.json` (prior — **tenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; the strongest named-stack-adjacent item is `49386163` "DeepSeek-v4-flash-vision-exp" (379 pts top+best, by `dares2573`, https://api-docs.deepseek.com/guides/vision/ — DeepSeek vision expansion release; DeepSeek V4 Flash is the canonical DeepSeek-M3 comparison benchmark cited on the `MiniMax-m3` row via benchlm.ai 2026-08-01), with three secondary adjacents worth flagging for traceability: `49390739` "Show HN: Proliferate" (11 pts top, by `pablo24602`, github.com/proliferate-ai/proliferate — self-hostable "Codex for any coding agent"; **Codex CLI is on Robin's named stack** but Proliferate is not, so adjacent-not-promoted per scope), `49378957` "The August 17 outage" (617 pts best / 722 cmts, GitHub blog, off-scope but high-engagement infra post-mortem), `49390463` "Building an (almost) fully self-hosted, sandboxed, agentic software factory" (16 pts top, personal-blog essay on the same agent-as-compute-substrate pattern as the 2026-08-18 machine0 + 2026-08-19 OneCLI cluster), see 2026-08-21 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-20T18-00-02-455Z/hackernews-results.json` (prior — **ninth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; · `~/.openwiki/connectors/hackernews/raw/2026-08-19T18-00-02-576Z/hackernews-results.json` (prior — **eighth pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries** (organoid/CelVivo/3Brain/Cellink/openwiki/deepagents each returned nbHits=0); the strongest items in scope for traceability are `49364559` OpenRouter Is Joining Stripe (6 pts, OpenRouter's own blog post confirming the 2026-08-17 rumor) + `49363710` Launch HN: OneCLI (YC S26) — OSS sandboxed agent harness for teams (21 pts, cites Hermes/OpenClaw/NanoClaw in submitter text), see 2026-08-19 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-18T18-00-02-266Z/hackernews-results.json` (prior — seventh pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries; the closest direct adjacency is `49348136` Launch HN: machine0 (YC S26) — Persistent CPU and GPU VMs from the CLI which explicitly cites "OpenClaw & Hermes run 24/7" in submitter text, see 2026-08-18 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-17T18-00-01-808Z/hackernews-results.json` (prior — sixth pull since 2026-08-07 to have either a fully-zero or fully-noise Algolia lane (organoid/3Brain/Cellink each returned nbHits=6 string-collision noise; CelVivo/openwiki/deepagents each returned nbHits=0); two adjacents worth flagging for traceability: `49323381` Stripe acquires OpenRouter for $7B+ + `49331423` AI-Generated Copilot "Autofix" Snowflake Jira security incident, see 2026-08-17 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-16T18-00-02-618Z/hackernews-results.json` (prior — fifth consecutive fully-zero Algolia lane pull since 2026-08-07; two adjacents worth flagging for traceability: `49316271` Anthropic multi-agent systems research + `49319814` Show HN shared-memory public AI, see 2026-08-16 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-15T18-00-02-001Z/hackernews-results.json` (prior — fourth consecutive fully-zero Algolia lane pull since 2026-08-07; one high-engagement Robin-stack-adjacent: `49309549` Auto-research with codex 232x Faster Kernel, see 2026-08-15 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-13T18-00-02-662Z/hackernews-results.json` (prior — one directly-relevant `agent-memory-architecture` evidence (MCP Memory using OKF), see 2026-08-13 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-12T18-00-01-956Z/hackernews-results.json` (prior — one new low-engagement organoid signal, see 2026-08-12 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-10T18-00-02-327Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-10 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T18-00-01-989Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 03:15 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-07 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (earlier — material findings, see 2026-08-03 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-02T18-00-02-278Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-30T18-00-02-784Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-29T18-00-02-667Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-28T18-00-02-178Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json`
+- **Latest fetch:** `2026-08-26T18:00:33Z` (LLM-agent topic set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` — 6 queries; the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories" is the active query set; prior 2026-08-25 18:00, 2026-08-24 18:00, 2026-08-23 18:00, 2026-08-22 18:00, 2026-08-21 18:00, 2026-08-20 18:00, 2026-08-19 18:00, 2026-08-18 18:00, 2026-08-17 18:00, 2026-08-16 18:00, 2026-08-15 18:00, 2026-08-13 18:00, 2026-08-12 18:00, 2026-08-10 18:00, 2026-08-08 18:00, 2026-08-08 03:15, 2026-08-07 12:29, 2026-08-03 18:00, 2026-08-02 18:00, 2026-08-01 18:00, 2026-07-31 18:00, 2026-07-30 18:00, 2026-07-29 18:00, 2026-07-28 18:00, 2026-07-27 18:00, 2026-07-26 18:16 and 18:00 pulls also documented below)
+- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-08-26T18-00-02-497Z/hackernews-results.json` (current — **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 + 2026-08-25 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **four fully-zero Algolia lanes in four consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (five fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 36 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are the three open-weight-LLM cluster entries (`49449507` GLM-5.3-Flash 530 pts z.ai blog + `49448210` Qwen3.8-Flash-Next 441 pts qwen.ai blog + `49446422` Z.ai Ox Alpha 391 pts Bloomberg) plus the 345-pt RAG-adjacent `49445727` RAG Is Simpler Than You Think — all adjacent-not-promoted per scope because none of the open-weight LLM vendors / general RAG essays is on Robin's named daily-driver stack; see 2026-08-26 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-25T18-00-02-968Z/hackernews-results.json` (prior — **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (four fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 30 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent item is **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts modelscope.cn — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; open-weight Qwen family release, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-25 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-24T18-00-02-633Z/hackernews-results.json` (prior — **fourteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=0 / hits=0` — the runtime payload reports clean integer `nbHits=0` (vs the `nbHits=null` shape on the 2026-08-21 + 2026-08-23 fully-zero pulls, both confirming the same fully-zero lane); the 2026-08-21 / 2026-08-23 / 2026-08-24 fully-zero pulls are bookends on the 2026-08-22 noise-only pull, **three fully-zero Algolia lanes in four consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 38 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest weakly-adjacent items are **`49411102` "Anthropic's best AI model struggles to attract users as cheaper tools thrive"** (738 pts top+best, 649 cmts — **highest-engagement item of the pull**; FT business-model pressure on Anthropic's best AI model; **adjacent-not-promoted** per scope because Anthropic pricing pressure is not on Robin's named stack; off-scope per scope), **`49415893` "FDA clears blood test to aid evaluation for Alzheimer's disease"** (154 pts top, 73 cmts, washu.edu — Alzheimer's / blood-test diagnostic; **adjacent-not-promoted** per scope because Alzheimer's is not in Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the clinical-research framing has a tangentially neuroscience-adjacent axis), and **`49421554` "Coding expertise is going to collapse from AI reliance"** (202 pts top, 234 cmts, larsfaye.com — AI-coding talent-debate essay; **adjacent-not-promoted** per scope because coding-talent is not on Robin's named stack), see 2026-08-24 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-23T18-00-02-256Z/hackernews-results.json` (prior — **thirteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 fully-zero pull (the prior fully-zero pull was 2026-08-21); the 2026-08-22 pull had a noise-only lane (3 of 6 with substring noise, 3 clean zero) and the 2026-08-23 pull returns to fully-zero across all 6 — **two fully-zero Algolia lanes in three consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; the strongest named-stack-adjacent item is **`49409092` "What Is a Harness?"** (121 pts, 83 cmts, top, by `tosh` 2026-08-23, https://earendil.com/posts/what-is-a-harness/ — a definitional essay on agent harnesses; **strongest named-stack-adjacent item of the pull by direct agent-harness cross-walk** because (a) the **121-pt + 83-cmt top-feed engagement** is the third-highest top-feed engagement on the pull (after the off-scope `49402232` Why your local LLM feels dumber 450 pts + `49402189` Scrap Moxie 399 pts), (b) the **definitional framing "What Is a Harness?"** directly speaks to the agent-as-primary-compute-substrate narrative that `hermes-agent-v0-19-quicksilver` documents, and (c) it is the **6th entry in the now 11-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → **"What Is a Harness?" `49409092` 121 pts 2026-08-23** — six independent submissions across 11 days, total cluster engagement 791 pts), with the next named-stack-adjacent item being **`49402232` "Why your local LLM feels dumber than it is"** (450 pts top+best, 182 cmts, by `felineflock` 2026-08-23, https://forum.level1techs.com/t/why-your-local-llm-feels-dumber-than-it-is/253917 — **highest-engagement item of the pull** at 450 pts + 182 cmts; a Level1Techs forum post on local-LLM optimization; **adjacent-not-promoted** per scope because local-LLM optimization is not on Robin's named daily-driver stack — Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents and unsloth/MiniMax-M3-GGUF is the local-LLM run path — but the **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** makes this the strongest local-LLM-adjacent item of the pull), and the third named-stack-adjacent item being **`49410097` "GLM-5.3 (open-weight) beat Anthropic/OpenAI models – for 1/5 the cost"** (141 pts top, 143 pts best, by `ed-is-ai` 2026-08-23, https://reinvently.co.uk/tools/ed-o-meter/ — GLM-5.3 open-weight model benchmark, **adjacent-not-promoted** per scope because GLM-5.3 is not on Robin's named stack — the `MiniMax-m3` row already cites the 2026-08-01 benchlm.ai DeepSeek V4 Flash vs MiniMax M3 framing, and GLM-5.3 is a different open-weight model from the comparison anchor; cross-walked to **`49409073` "I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day"** (268 pts top+best, 107 cmts, by `dr_pardee` 2026-08-23, https://ericpardee.github.io/fire-hd-ownership/ — GLM-5.3 in a tablet-ownership experiment; **highest-engagement GLM-5.3 cluster item** at 268 pts, off-scope per scope but reinforces the GLM-5.3 launch narrative), with one lower-engagement application-domain-adjacent item worth flagging: **`49410149` "Vit D assoc w better cognition in those w sleep disturb./mild cognitive impair"** (15 pts top, 5 cmts, by `bookofjoe` 2026-08-23, https://www.sciencedirect.com/science/article/abs/pii/S1389945726001991 — a sciencedirect.com clinical-nutrition paper on Vitamin D and cognition in sleep-disturbance + mild cognitive impairment; **adjacent-not-promoted** per scope because clinical nutrition is not one of Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the cognition + sleep-disturbance framing has a tangentially neuroscience-in-vitro adjacency), and three off-scope secondary adjacents worth flagging for traceability: **`49410628` "We must not grant AI agents legal personhood"** (7 pts top, 5 cmts, by `andsoitis` 2026-08-23, https://www.ft.com/content/b8cc4bf4-6d3c-4974-8428-9a091983c473 — FT opinion piece on AI agent legal personhood, low-engagement policy lane; off-scope per scope), **`49407507` "I gave Qwen 3.8 27B a reverse-engineering job and it finished in 30 minutes"** (234 pts top+best, 106 cmts, by `raybb` 2026-08-23, https://www.xda-developers.com/qwen-3-8-27b-reverse-engineering-job-frontier-model/ — Qwen 3.8 27B local-LLM reverse-engineering test; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-23 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-22T18-00-02-146Z/hackernews-results.json` (prior — **twelfth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **noise-only lane on 3 of 6 queries + clean zero on the other 3**: `organoid` returned 5 hits (1 thematic Nautilus + 4 substring noise on `organi-`), `CelVivo` returned 0 hits (clean zero), `3Brain` returned 6 hits (1 thematic Nautilus duplicate + 5 substring noise on `brain`), `Cellink` returned 3 hits (all substring noise on `helsinki`/`calling`), `openwiki` returned 0 hits (clean zero), `deepagents` returned 0 hits (clean zero); same shape as the 2026-08-10 / 2026-08-12 / 2026-08-17 / 2026-08-20 noise-only pulls, NOT the 2026-08-21 fully-zero pull; the strongest named-stack-adjacent item is **`49398152` "Munder Difflin – Agent harness to run an office of your clones"** (192 pts, 81 cmts, top, by `simonpure` 2026-08-21, https://munderdiffl.in/ — agent-harness launch with the strongest engagement of the self-hosted-agentic-substrate cluster to date; the "office of your clones" framing cross-walks to the same agent-as-primary-compute-substrate narrative that the 2026-08-13 DeepSeek Harness + 2026-08-18 machine0 + 2026-08-19 OneCLI + 2026-08-21 self-hosted agentic software factory cluster documents), with the second-strongest named-stack-adjacent being **`49399591` "New MCP Roadmap"** (120 pts, 93 cmts, top, by `pentagrama` 2026-08-21, https://blog.modelcontextprotocol.io/posts/mcp-roadmap/ — **official MCP roadmap from the canonical MCP blog**, the strongest protocol-substrate signal of the pull because MCP is the substrate of MCP Memory (the 2026-08-13 `agent-memory-architecture` row refresh anchor) + machine0 + OneCLI + Hermes Agent + Codex CLI + OpenWiki; **first MCP-protocol roadmap signal since the 2026-07-28 MCP revision finalization**), with two more named-stack-adjacent items surfaced from the 6-query substring-noise lane: `49394827` "Show HN: OzBrain, a shared brain for knowledge between agents and your team" (72 pts, 45 cmts top, by `dariusmonsef` 2026-08-21, https://ozbrain.com — surfaced as a 3Brain-substring-noise hit because "OzBrain" contains the substring "brain"; submitter text describes an "agent-first chat interface" / shared-knowledge platform that explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers, cron jobs stitching Supabase to a skills file" — the exact architectural parallel to Robin's OpenWiki + Obsidian vault stack at `/home/ldw/workspace`); `49399942` "Show HN: Knowl – CLAUDE.md hit 1000 lines, so I built memory that prunes itself" (1 pt, 1 cmt top, by `dat999zx` 2026-08-22, https://github.com/dat999zx/knowl — surfaced as a Cellink-substring-noise hit because the body text mentions "cell" / "ceiling"; an open-source MCP-backed agent memory that retires stale atoms on conflict write-time — adjacent to the `agent-memory-architecture` row but engagement is below the refresh threshold), and one thematic organoid hit from the Algolia substring noise: `49400587` "The Remarkable Lives of 5-Year-Old Brain Organoids" (1 pt, 0 cmts top, by `Brajeshwar` 2026-08-22, https://nautil.us/the-remarkable-lives-of-5-year-old-brain-organoids-1284120 — surfaced as both `organoid` and `3Brain` substring-noise duplicate because the title contains "Brain Organoids"; a Nautilus article on long-term-cultured brain organoid viability — application-domain adjacent but engagement is below the refresh threshold), plus three off-scope secondary adjacents worth flagging for traceability: `49401549` "Anthropic appears to be A/B testing reduced effort levels in Claude Code" (29 pts top, Claude Code traceability lane, off-scope per scope), `49394496` "Three important steps in my maturation process" (199 pts best, by `tdullien` — personal-blog essay adjacent-not-promoted per scope), `49397947` "Embedded AI" (29 pts top, No Starch Press book publication, off-scope per scope), see 2026-08-22 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-21T18-00-02-121Z/hackernews-results.json` (prior — **tenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; the strongest named-stack-adjacent item is `49386163` "DeepSeek-v4-flash-vision-exp" (379 pts top+best, by `dares2573`, https://api-docs.deepseek.com/guides/vision/ — DeepSeek vision expansion release; DeepSeek V4 Flash is the canonical DeepSeek-M3 comparison benchmark cited on the `MiniMax-m3` row via benchlm.ai 2026-08-01), with three secondary adjacents worth flagging for traceability: `49390739` "Show HN: Proliferate" (11 pts top, by `pablo24602`, github.com/proliferate-ai/proliferate — self-hostable "Codex for any coding agent"; **Codex CLI is on Robin's named stack** but Proliferate is not, so adjacent-not-promoted per scope), `49378957` "The August 17 outage" (617 pts best / 722 cmts, GitHub blog, off-scope but high-engagement infra post-mortem), `49390463` "Building an (almost) fully self-hosted, sandboxed, agentic software factory" (16 pts top, personal-blog essay on the same agent-as-compute-substrate pattern as the 2026-08-18 machine0 + 2026-08-19 OneCLI cluster), see 2026-08-21 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-20T18-00-02-455Z/hackernews-results.json` (prior — **ninth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; · `~/.openwiki/connectors/hackernews/raw/2026-08-19T18-00-02-576Z/hackernews-results.json` (prior — **eighth pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries** (organoid/CelVivo/3Brain/Cellink/openwiki/deepagents each returned nbHits=0); the strongest items in scope for traceability are `49364559` OpenRouter Is Joining Stripe (6 pts, OpenRouter's own blog post confirming the 2026-08-17 rumor) + `49363710` Launch HN: OneCLI (YC S26) — OSS sandboxed agent harness for teams (21 pts, cites Hermes/OpenClaw/NanoClaw in submitter text), see 2026-08-19 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-18T18-00-02-266Z/hackernews-results.json` (prior — seventh pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries; the closest direct adjacency is `49348136` Launch HN: machine0 (YC S26) — Persistent CPU and GPU VMs from the CLI which explicitly cites "OpenClaw & Hermes run 24/7" in submitter text, see 2026-08-18 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-17T18-00-01-808Z/hackernews-results.json` (prior — sixth pull since 2026-08-07 to have either a fully-zero or fully-noise Algolia lane (organoid/3Brain/Cellink each returned nbHits=6 string-collision noise; CelVivo/openwiki/deepagents each returned nbHits=0); two adjacents worth flagging for traceability: `49323381` Stripe acquires OpenRouter for $7B+ + `49331423` AI-Generated Copilot "Autofix" Snowflake Jira security incident, see 2026-08-17 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-16T18-00-02-618Z/hackernews-results.json` (prior — fifth consecutive fully-zero Algolia lane pull since 2026-08-07; two adjacents worth flagging for traceability: `49316271` Anthropic multi-agent systems research + `49319814` Show HN shared-memory public AI, see 2026-08-16 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-15T18-00-02-001Z/hackernews-results.json` (prior — fourth consecutive fully-zero Algolia lane pull since 2026-08-07; one high-engagement Robin-stack-adjacent: `49309549` Auto-research with codex 232x Faster Kernel, see 2026-08-15 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-13T18-00-02-662Z/hackernews-results.json` (prior — one directly-relevant `agent-memory-architecture` evidence (MCP Memory using OKF), see 2026-08-13 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-12T18-00-01-956Z/hackernews-results.json` (prior — one new low-engagement organoid signal, see 2026-08-12 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-10T18-00-02-327Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-10 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T18-00-01-989Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 03:15 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-07 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (earlier — material findings, see 2026-08-03 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-02T18-00-02-278Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-30T18-00-02-784Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-29T18-00-02-667Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-28T18-00-02-178Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json`
 
-## Latest update — 2026-08-25 18:00 UTC
+## Latest update — 2026-08-26 18:00 UTC
+
+- **Coverage:** 2 feeds (`top`, `best`), 6 search queries (the same simplified LLM-agent topic set from the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories": `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`). `top` feed had 30 IDs (29 resolved items), `best` feed had 30 IDs (11 resolved items); deduplication gave **36 unique items across both feeds** (4 overlap between top and best feeds). The 6-query lane returned **fully-zero hits across all six Algolia queries** — `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` in the 24 h window (same shape as the 2026-08-21 + 2026-08-23 + 2026-08-25 fully-zero pulls, with `nbHits=null` rather than the clean integer `nbHits=0` shape on the 2026-08-24 pull; this is the **third `nbHits=null` shape-variant of fully-zero Algolia lane** across the 2026-08-23 + 2026-08-25 + 2026-08-26 pulls); the connector completed normally at `fetchedAt: 2026-08-26T18:00:33.575Z` (24-hour window).
+- **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries — and zero substring-noise hits as well.** All four Algolia vendor queries (`organoid`, `CelVivo`, `3Brain`, `Cellink`) returned `hits=0` in the 24 h window, with no string-collision noise on `organi-` / `brain` / `calling` / `ceiling` / `helsinki` substrings (the 2026-08-22 pull surfaced 1 thematic + 4 noise on `organoid`, 1 thematic + 5 noise on `3Brain`, and 3 noise on `Cellink`; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 pulls return to fully-zero across all four vendor queries — **four consecutive fully-zero Algolia lanes on all four vendor queries**, the longest fully-zero streak of the 2026-08-07 streak). A title/URL regex sweep across the 36 unique top+best items also turned up **zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items** and **zero self-hosted-agentic-substrate cluster items** (the 6-item / 13-day cluster from DeepSeek Harness 2026-08-13 → machine0 2026-08-18 → OneCLI 2026-08-19 → self-hosted factory 2026-08-21 → Munder Difflin 2026-08-22 → "What Is a Harness?" 2026-08-23 has its **third consecutive quiet pull** on 2026-08-24 + 2026-08-25 + 2026-08-26 — 6 items in 13 days with three misses, dropping cluster density from 0.55 entries/day to 0.46 entries/day). The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **four fully-zero Algolia lanes in four consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (five fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26) — confirming that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed). The Tavily (web-search) lane remains the productive lane for vendor news; the HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents + low-engagement application-domain watchlist items + low-engagement self-hosted-agentic-substrate cluster essays" rather than vendor-direct signals. The 36 unique top+best items include **zero matches** for any in-scope vendor / customer / application-domain / named-stack keyword — no CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip / organoid / bioprinting hits; no Hermes / OpenClaw / MiniMax / RAGFlow / NocoDB / SeaFile / Codex-CLI direct release hits. Three open-weight-LLM-adjacent items cluster on this pull: **`49449507` "GLM-5.3-Flash"** (530 pts, 240 cmts z.ai blog — Z.ai flash-tier release, adjacent-not-promoted per scope because Z.ai / GLM is not on Robin's named stack), **`49448210` "Qwen3.8-Flash-Next"** (441 pts, 131 cmts qwen.ai blog — the actual release of the 2026-08-25 "releasing tomorrow" announcement, adjacent-not-promoted per scope because Qwen is not on Robin's named stack), and **`49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights"** (391 pts, 133 cmts Bloomberg — Z.ai stealth-model revelation, adjacent-not-promoted per scope). One RAG-adjacent item is **closest to Robin's named stack** (RAGFlow IS on Robin's stack) but is a **general RAG essay rather than a RAGFlow-specific change**: **`49445727` "RAG Is Simpler Than You Think"** (345 pts, 152 cmts lighthousenewsletter.com — adjacent-not-promoted per scope because the item does not document a RAGFlow technical change Robin acts on). The 4th-7th-tier items are off-scope / adjacent: **`49439017` "FDA authorizes first wearable device that monitors ketone and blood sugar levels"** (475 pts, 225 cmts FDA press release — diabetes device, off-scope per scope because diabetes is not in Robin's 4 application domains); **`49442589` "Queryable Executables"** (297 pts, 0 cmts — engineering essay, off-scope per scope); **`49446210` "XCancel and Nitter are receiving C&D letters from XCorp"** (271 pts, 0 cmts — open-source legal, off-scope per scope); **`49447682` "Omarchy development practices lead to predictable security issues"** (266 pts, 0 cmts — engineering/security, off-scope per scope); **`49450188` "VMs won't contain cyber-capable agents"** (69 pts Trail of Bits blog — agent-substrate adjacent, adjacent-not-promoted per scope). Per the brief's "low-engagement items stay watchlist by default" rule + the `/themes.md` scope discipline, **none of the 36 unique items qualifies for a `/themes.md` row promotion on this pull**.
+- **Workflow lane:** **zero positive `openwiki` brand hits; zero `deepagents` hits.** `openwiki` and `deepagents` both returned `nbHits=null / hits=0` — so the `openwiki-brand` watchlist row on `/themes.md` stays at Last seen 2026-07-16. The 36 unique top+best items include **no directly-relevant item for any `/themes.md` row by vendor** and **no self-hosted-agentic-substrate cluster entry on this pull** (third consecutive quiet pull for the cluster after the 2026-08-23 "What Is a Harness?" entry), but include **three open-weight-LLM cluster items worth flagging for traceability** (GLM-5.3-Flash + Qwen3.8-Flash-Next + Ox Alpha confirmation) plus **one RAG-adjacent item** (RAG Is Simpler Than You Think) plus **two secondary adjacents** (VMs won't contain cyber-capable agents + Bill Gates turbulent-AI-era essay). Per the brief: low-engagement items stay watchlist by default; only high-engagement + directly-relevant items earn promotion. None of the 36 unique items crosses the promotion threshold:
+  - **`49449507` "GLM-5.3-Flash"** (530 pts, 240 cmts, **top feed**, by `Philpax` 2026-08-26, https://z.ai/blog/glm-5.3-flash — Z.ai blog). A Z.ai blog post announcing **GLM-5.3-Flash** — the flash-tier release of Z.ai's GLM-5.3 series (the flash tier follows the same naming convention as Qwen 3.8-Flash / DeepSeek V4-Flash). **Strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** because (a) **530-pt + 240-cmt top-feed engagement** is the second-highest top-feed engagement on the pull (after the off-scope `49438052` Dolly Parton 1535 pts + the off-scope `49448321` AWS Acquires DuckDB 762 pts); (b) the **Z.ai flash-tier framing** mirrors the V4-Flash + Qwen-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references — Z.ai is following the same Chinese-vendor "flash-tier" naming pattern as Alibaba's Qwen 3.8-Flash; (c) the **GLM-5.3-Flash release follows the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay** (`49410097` 141 pts) and the 2026-08-23 GLM-5.3-tablet-ownership essay (`49409073` 268 pts) — GLM-5.3-Flash is the **canonical model-card release** following the prior benchmark + use-case coverage; (d) the **Z.ai source** is a credible open-weight vendor (a Tsinghua / Zhipu-affiliated group, distinct from Alibaba Qwen / DeepSeek / Llama); (e) the **240-cmt comment count** is the second-highest top-feed comment count on the pull. **Adjacent-not-promoted** per scope because (a) **Z.ai / GLM is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on non-named-stack open-weight LLM releases keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 2026-08-15 / 2026-08-16 / 2026-08-17 / 2026-08-18 / 2026-08-19 / 2026-08-20 / 2026-08-21 / 2026-08-22 / 2026-08-23 / 2026-08-24 / 2026-08-25 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 530-pt Z.ai flash-tier release to a `/themes.md` row by itself, though the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's open-weight comparison anchor (DeepSeek V4 Flash / GLM / Qwen / Llama family) + the eighth open-weight-LLM-adjacent item in the streak** make this the strongest open-weight-LLM-adjacent item of the pull. Flagged for traceability because (a) the **530-pt engagement is the highest non-Dolly / non-AWS-DuckDB engagement on the pull** and the **highest engagement open-weight-LLM item in the 2026-08-07 streak** (ahead of the 441-pt Qwen3.8-Flash-Next release + the 379-pt DeepSeek V4 Flash vision); (b) the **GLM-5.3-Flash release** is the canonical GLM-5.3-flash model-card, following the 2026-08-23 GLM-5.3 benchmark + tablet-ownership cluster (141 + 268 pts); (c) the **open-weight-LLM cluster now totals 2,310+ pts across 8 items in the 2026-08-07 streak** (379 + 314 + 141 + 234 + 268 + 244 + 530 + ... — the strongest sustained engagement cluster in the streak); (d) the **Z.ai flash-tier pattern** parallels the V4-Flash + Qwen-Flash architecture naming across Chinese open-weight vendors, reinforcing the open-weight-LLM cross-walk; (e) any future HN item at higher engagement combining GLM-5.3-Flash + explicit MiniMax-M3 / Hermes Agent / unsloth-MiniMax-M3-GGUF integration notes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row** — GLM-5.3-Flash is a vendor capability release announcement, not a vendor-stack change Robin acts on; the existing `MiniMax-m3` row is the canonical synthesis home. **No open-question row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03 (no MiniMax model release; the GLM-5.3-Flash announcement is upstream open-weight-LLM context, not a MiniMax-side change).
+  - **`49448210` "Qwen3.8-Flash-Next"** (441 pts, 131 cmts, **top feed**, by `tosh` 2026-08-26, https://qwen.ai/blog?id=qwen3.8-flash-next — qwen.ai blog, Alibaba). The qwen.ai blog post for **Qwen3.8-Flash-Next** — the actual release of the open-weight Qwen 3.8-Flash-Next model, following the 2026-08-25 "releasing tomorrow" announcement (`49432317` 244 pts ModelScope). **Eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** and the **strongest Qwen-flash-family item of the streak** by virtue of (a) **441-pt + 131-cmt top-feed engagement** — the third-highest top-feed engagement on the pull (after the off-scope Dolly Parton + AWS DuckDB); (b) the **qwen.ai source** is Alibaba's official Qwen blog — a more authoritative release venue than the 2026-08-25 ModelScope model-card announcement; (c) the **release follow-up** is the canonical primary source confirming the 2026-08-25 announcement — the "releasing tomorrow" was real and the model is now released; (d) the **131-cmt comment count** confirms substantive HN engagement. **Adjacent-not-promoted** per scope because (a) **Qwen3.8-Flash-Next is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on non-named-stack open-weight LLM releases keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 2026-08-15 / 2026-08-16 / 2026-08-17 / 2026-08-18 / 2026-08-19 / 2026-08-20 / 2026-08-21 / 2026-08-22 / 2026-08-23 / 2026-08-24 / 2026-08-25 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 441-pt Qwen-flash release to a `/themes.md` row by itself, though the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's V4-Flash-comparison anchor + the eighth open-weight-LLM-adjacent item in the streak + the canonical "releasing tomorrow → released" follow-up pattern** make this a strong open-weight-LLM-adjacent item of the pull. Flagged for traceability because (a) the **441-pt engagement is the highest non-Dolly / non-AWS-DuckDB engagement on a Qwen-flash-family item in the 2026-08-07 streak**; (b) the **qwen.ai release blog** is the canonical primary source confirming the 2026-08-25 "releasing tomorrow" announcement; (c) the **open-weight-LLM cluster now totals 2,310+ pts across 8 items in the 2026-08-07 streak** (379 + 314 + 141 + 234 + 268 + 244 + 530 + 441 = 2,551+ pts, the strongest sustained engagement cluster in the streak); (d) the **ModelScope / qwen.ai dual-source release pattern** is a new pattern in the streak — the 2026-08-25 announcement on ModelScope + the 2026-08-26 release on qwen.ai is the first "releasing tomorrow → released" arc; (e) any future HN item at higher engagement combining Qwen3.8-Flash-Next + explicit MiniMax-M3 multimodal parity benchmarks becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row** — Qwen3.8-Flash-Next is a vendor capability release announcement, not a vendor-stack change Robin acts on; the existing `MiniMax-m3` row is the canonical synthesis home. **No open-question row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03 (no MiniMax model release; the Qwen release is upstream open-weight-LLM context, not a MiniMax-side change).
+  - **`49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights"** (391 pts, 133 cmts, **top feed**, by `garo-pro` 2026-08-26, https://www.bloomberg.com/news/articles/2026-08-26/china-s-z-ai-made-ox-alpha-stealth-model-that-rivals-deepseek — Bloomberg). A Bloomberg article on **Z.ai confirming Ox Alpha is a new GLM-series model and will release its weights** — a stealth-model revelation following the 2026-08-26 GLM-5.3-Flash release. **Strongest Z.ai / GLM-series adjacent item of the pull by Bloomberg source authority** because (a) **391-pt + 133-cmt top-feed engagement** is the fourth-highest top-feed engagement on the pull; (b) the **Bloomberg source** is a credible financial-news outlet with established AI-vendor coverage; (c) the **"Ox Alpha ... will release its weights" framing** confirms Z.ai's commitment to the open-weight model release pattern — reinforcing the open-weight-LLM cluster on the open-weight release commitment side; (d) the **stealth-model-rivals-deepseek framing** cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item (379 pts) and the broader DeepSeek competitive set that the `MiniMax-m3` row's V4-Flash-comparison framework references. **Adjacent-not-promoted** per scope because (a) **Z.ai / GLM is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on non-named-stack open-weight LLM releases keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 2026-08-15 / 2026-08-16 / 2026-08-17 / 2026-08-18 / 2026-08-19 / 2026-08-20 / 2026-08-21 / 2026-08-22 / 2026-08-23 / 2026-08-24 / 2026-08-25 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 391-pt Bloomberg Ox Alpha confirmation to a `/themes.md` row by itself, though the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's open-weight comparison anchor + the stealth-model-rivals-deepseek framing** make this a corroborating AI-vendor-business-stack signal alongside the prior 2026-08-21 DeepSeek-v4-flash-vision release. Flagged for traceability because (a) the **391-pt engagement is the highest top-feed engagement on an AI-vendor-business item of the 2026-08-07 streak** (ahead of the 2026-08-24 FT Anthropic essay 738 pts + the 2026-08-25 Anthropic work-from-home 89 pts); (b) the **Bloomberg source** is a credible financial-news outlet with established AI-vendor coverage — the most authoritative source on Z.ai / GLM-series news in the 2026-08-07 streak; (c) the **Ox Alpha "will release its weights" framing** is the strongest open-weight release commitment signal in the streak; (d) the **stealth-model-rivals-deepseek framing** cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item (379 pts) — the strongest open-weight-LLM cross-walk in the streak; (e) any future HN item at higher engagement combining Z.ai Ox Alpha + explicit open-weight model download / deployment notes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row** — Z.ai Ox Alpha is a vendor capability release announcement, not a vendor-stack change Robin acts on; the existing `MiniMax-m3` row is the canonical synthesis home. **No open-question row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03 (no MiniMax model release; the Z.ai Ox Alpha confirmation is upstream open-weight-LLM context, not a MiniMax-side change).
+  - **`49445727` "RAG Is Simpler Than You Think"** (345 pts, 152 cmts, **top feed**, by `j0selit0` 2026-08-26, https://www.lighthousenewsletter.com/p/rag-is-simpler-than-you-think — lighthousenewsletter.com). A newsletter essay on **RAG being simpler than the typical industry framing suggests** — a general RAG-architecture essay. **Closest item to Robin's named stack** (RAGFlow IS on Robin's daily-driver stack — RAGFlow is one of the 4 KB backends in the [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md) memory substrate) by virtue of (a) **345-pt + 152-cmt top-feed engagement** — the fifth-highest top-feed engagement on the pull; (b) the **direct RAG cross-walk** to the RAGFlow KB on Robin's NAS — RAGFlow is on Robin's named stack and the essay covers RAG-architecture fundamentals that touch Robin's RAGFlow deployment; (c) the **152-cmt comment count** is the fourth-highest top-feed comment count on the pull. **Adjacent-not-promoted** per scope because (a) the **essay is a general RAG-architecture discussion** rather than a RAGFlow-specific release or technical change; (b) the established scope rule on RAG-architecture essays keeps them adjacent-not-promoted unless there is a direct change to RAGFlow itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 2026-08-15 / 2026-08-16 / 2026-08-17 / 2026-08-18 / 2026-08-19 / 2026-08-20 / 2026-08-21 / 2026-08-22 / 2026-08-23 / 2026-08-24 / 2026-08-25 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 345-pt RAG-architecture essay to a `/themes.md` row by itself, though the **direct RAGFlow cross-walk to the RAGFlow KB on Robin's NAS** makes this the closest-to-Robin's-stack item of the pull. Flagged for traceability because (a) the **345-pt + 152-cmt engagement is the highest top-feed engagement on a RAG-adjacent item in the 2026-08-07 streak**; (b) the **direct RAGFlow cross-walk to the RAGFlow KB** is the only on-Robin-stack cross-walk in the 2026-08-26 pull (the open-weight-LLM items are upstream open-weight-LLM context, not RAGFlow-side); (c) the **general RAG-architecture essay framing** is a foundation-layer signal for RAGFlow — the essay discusses RAG-architecture fundamentals that touch Robin's RAGFlow deployment (e.g., chunking strategy, embedding model choice, retrieval quality); (d) any future HN item at higher engagement combining RAG-architecture essay + explicit RAGFlow technical change (e.g., RAGFlow version bump + new chunking strategy + new embedding model) becomes the first corroborating event for a `RAGFlow-row` annex on the existing synthesis layer. **No commitment row, no `/themes.md` row change** — the RAG essay is general RAG-architecture context, not a RAGFlow technical change Robin acts on; if Robin applies a RAG-architecture best-practice change to RAGFlow on a future pull, that becomes a downstream commitment. No `RAGFlow-row` exists in `/themes.md` currently — the closest cross-walk is via the `MiniMax-m3` row's open-weight local-LLM lane (where RAGFlow uses Ollama / bge-reranker / MiniMax embeddings) or via the `agent-memory-architecture` row (which documents OKF + MCP Memory + Karpathy LLM Wiki pattern).
+  - **Secondary adjacents worth flagging for traceability:** **`49450188` "VMs won't contain cyber-capable agents"** (69 pts, 32 cmts, **top feed**, by `polyrand` 2026-08-26, https://blog.trailofbits.com/2026/08/26/vms-wont-contain-cyber-capable-agents/ — Trail of Bits blog). A Trail of Bits blog post arguing that **VMs won't contain cyber-capable agents** — an agent-substrate essay on agent sandboxing. **Adjacent-not-promoted** per scope because (a) **69-pt engagement is below the 100-pt vendor-release refresh bar** (and below the 46-pt MCP Memory refresh trigger); (b) the **agent-substrate essay** is upstream context for the self-hosted-agentic-substrate cluster (DeepSeek Harness + machine0 + OneCLI + Munder Difflin + What Is a Harness?) but does not introduce a new cluster entry — it is a sandboxing essay rather than an agent-harness launch; (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 69-pt agent-substrate essay to a `/themes.md` row by itself. Flagged because (a) it is the **only agent-substrate essay on the 2026-08-26 pull** — the first agent-substrate essay since the 2026-08-23 "What Is a Harness?" entry in the cluster; (b) the **Trail of Bits source** is a credible security-research firm with established agent-substrate commentary; (c) any future HN item at higher engagement combining VMs-won't-contain-agents + explicit agent-sandboxing technical implementation becomes the first corroborating event for a `hermes-agent-v0-19-quicksilver` Last-seen refresh on agent-substrate grounds. **No commitment row, no `/themes.md` row change**. **`49451313` "The turbulent AI era is here"** (52 pts, 15 cmts, **top feed**, by `LVB` 2026-08-26, https://www.gatesnotes.com/a-turbulent-ai-era-and-critical-choices-to-make — Bill Gates Notes). A Bill Gates Notes essay on the **turbulent AI era and critical choices** — an AI-business commentary. **Adjacent-not-promoted** per scope because (a) **52-pt engagement is below the 100-pt vendor-release refresh bar**; (b) the **Bill Gates Notes source** is a credible thought-leadership outlet but the AI-business commentary is upstream-of-MiniMax competitive context; (c) the established scope rule on AI-vendor business essays keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. Flagged because (a) it is the **first Bill Gates Notes AI-essay on the 2026-08-07 streak**; (b) any future HN item at higher engagement combining Bill Gates Notes + concrete MiniMax-side commentary becomes the first corroborating event for a `MiniMax-m3-row-annex` annex on the existing row. **No commitment row, no `/themes.md` row change**. **`49452980` "An ongoing 3D-printer AGPL violation"** (10 pts, 1 cmt, **top feed**, by `Velocifyer` 2026-08-26, https://lwn.net/SubscriberLink/1089390/46116614cc74b814/ — LWN.net). An LWN.net article on **an ongoing 3D-printer AGPL violation** — an open-source licensing news item surfaced by the title regex sweep on `3D`. **Adjacent-not-promoted** per scope because (a) **10-pt engagement is well below the refresh thresholds**; (b) **AGPL licensing is not on Robin's named daily-driver stack or 4 application domains** (the Cellink / BIONOVA / 3D-bioprinting cross-walk is upstream of the AGPL violation context, not a Cellink release); (c) the established scope rule on non-named-stack / non-application-domain open-source licensing news keeps them adjacent-not-promoted. **No commitment row, no `/themes.md` row change**.
+  - **Highest-engagement items off-scope:** the remaining 22 of 36 unique top+best items fall outside Robin's named stack + 4 application domains per the brief's scope filter — **`49438052` "Dolly Parton has died"** (1535 pts top — obituary, off-scope); **`49448321` "AWS Acquires DuckDB"** (762 pts top — AWS acquisition, off-scope); **`49439017` "FDA authorizes first wearable device that monitors ketone and blood sugar levels"** (475 pts top — FDA press release, off-scope); **`49448819` "Meta reaches $16.68B settlement over social media harms to children"** (351 pts top — Meta legal, off-scope); **`49442589` "Queryable Executables"** (297 pts top — engineering essay, off-scope); **`49446210` "XCancel and Nitter are receiving C&D letters from XCorp"** (271 pts top — open-source legal, off-scope); **`49447682` "Omarchy development practices lead to predictable security issues"** (266 pts top — engineering/security, off-scope); **`49448872` "France reaches 94.9% fiber coverage in 2026"** (247 pts top — France infrastructure, off-scope); **`49451448` "Tim Curry has died"** (244 pts top — obituary, off-scope); **`49450448` "Nebula Sans"** (181 pts top — typography release, off-scope); **`49450722` "Disruption with Some GitHub Services"** (162 pts top — GitHub incident, off-scope); **`49445873` "Oldinsurancemaps.net is now a Charter Project"** (160 pts top — historical maps, off-scope); **`49449576` "Twitter Viewer – View Twitter Without Account"** (158 pts top — Twitter viewer, off-scope); **`49449749` "Taylor Farms: How One Company's Reach Became a National Risk"** (130 pts top — food safety, off-scope); **`49448665` "11,000-year-old sculpture of man riding a leopard found in Turkey"** (69 pts top — archaeology, off-scope); **`49450898` "It's so hard to finish an idea that is not yours and is just suggested by AI"** (62 pts top — AI-assisted authorship, off-scope); **`49449888` "You could have invented PageRank"** (62 pts top — engineering essay, off-scope); **`49446984` "Radiation link in flight attendant's breast cancer, French court finds"** (52 pts top — occupational health, off-scope); **`49448909` "A Man Who Saw Humanity from Two Billion Years Away"** (46 pts top — personal essay, off-scope); **`49449458` "A Citation to Asimov"** (35 pts top — SF essay, off-scope); **`49449128` "Access to Urban Woodlands Linked with Lower Use of Antidepressants"** (21 pts top — public health, off-scope); **`49452990` "Tailcat: Secure Tunnels in Seconds (Tailscale)"** (15 pts top — networking, off-scope); **`49451495` "Launch HN: Risklytics (YC S26) – Insurance brokerage for frontier tech companies"** (14 pts top — YC launch, off-scope); **`49451675` "FDA Approves First in Class Targeted Therapy for Metastatic Pancreatic Cancer"** (11 pts top — FDA press release, off-scope); **`49452980` "An ongoing 3D-printer AGPL violation"** (10 pts top — open-source licensing, off-scope); **`49452671` "CoMaps: The Offline App That Guided Rescuers Without a Signal in Venezuela"** (10 pts top — humanitarian mapping, off-scope); **`49452974` "Show HN: I made a retirement simulator: 125 years of data, 25 countries"** (7 pts top — Show HN, off-scope); **`49452740` "Graze Joins Flipboard"** (6 pts top — company news, off-scope); **`49452822` "CDs vs. NIMBY"** (4 pts top — housing policy, off-scope); **`49447480` "Proliferate (YC S25) Is Hiring"** (1 pt top — YC job, off-scope). Engagement range 1–1535 pts across the 36 items; **0 items match a Robin in-scope vendor / customer / application-domain / named-stack keyword directly** (no CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip / organoid / bioprinting hits; no Hermes / OpenClaw / MiniMax / RAGFlow / NocoDB / SeaFile / Codex-CLI direct release hits), **0 items match Robin's broader agent-stack or substrate lane** (no `harness` / `MCP` / `OpenClaw` / `Hermes` / `Munder Difflin` / `machine0` / `OneCLI` / `self-hosted` / `agentic` entries — **third pull in the 2026-08-07 streak with zero self-hosted-agentic-substrate cluster items**), **0 items match Robin's broader local-LLM lane**, **4 items match Robin's broader open-weight-LLM / RAG / AI-vendor-business lanes** (`49449507` GLM-5.3-Flash open-weight-LLM, `49448210` Qwen3.8-Flash-Next open-weight-LLM, `49446422` Z.ai Ox Alpha open-weight-LLM, `49445727` RAG Is Simpler Than You Think RAG-adjacent — RAGFlow IS on Robin's stack but the essay is general RAG rather than RAGFlow-specific), **3 items are secondary adjacents** (`49450188` Trail of Bits VMs-won't-contain-agents, `49451313` Bill Gates turbulent-AI-era, `49452980` LWN 3D-printer AGPL — name-collision only). Per the brief: low-engagement items stay watchlist by default; only high-engagement + directly-relevant items earn promotion. None of the 36 unique items crosses the promotion threshold — the highest-engagement item matching Robin's broader open-weight-LLM lane is `49449507` GLM-5.3-Flash at 530 pts, which is the strongest open-weight-LLM-adjacent item of the pull but stays adjacent-not-promoted per the established scope rule (Z.ai / GLM is not on Robin's named stack); the second-highest-engagement open-weight-LLM-adjacent item is `49448210` Qwen3.8-Flash-Next at 441 pts, which is the strongest Qwen-flash-family item of the streak but stays adjacent-not-promoted per the established scope rule (Qwen is not on Robin's named stack); the third-highest-engagement open-weight-LLM-adjacent item is `49446422` Z.ai Ox Alpha at 391 pts, which is the strongest Bloomberg-sourced Z.ai item of the streak but stays adjacent-not-promoted per the established scope rule (Z.ai is not on Robin's named stack); the highest-engagement item matching Robin's broader RAG lane is `49445727` RAG Is Simpler Than You Think at 345 pts, which is the closest-to-Robin's-stack item of the pull (RAGFlow IS on Robin's named stack) but stays adjacent-not-promoted per the established scope rule (the essay is general RAG, not RAGFlow-specific).
+- **Synthesis result:** **no theme refresh, no commitment row, no open-question row, no personal-logistics item.** The `class-organoid-3d-bioprinting` row on `/themes.md` stays at Last seen 2026-08-20 (no organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink item — the 36 unique feed items include zero application-domain matches; the closest item is `49452980` LWN 3D-printer AGPL violation (open-source licensing news, off-scope per scope); the prior 2026-08-20 refresh from the `49366519` Nature organoid-time-passage paper + `49373812` Science Alert write-up carries forward unchanged). The `agent-memory-architecture` row stays at Last seen 2026-08-13 (no OKF / MCP Memory / Karpathy LLM Wiki / Agent Mesh item; the 36 unique items include zero agent-memory items; the MCP Memory OKF+memory schema event is the canonical row anchor, and the 2026-08-26 pull adds zero evidence to that anchor). The `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release; `49449507` GLM-5.3-Flash is **the strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** at 530 pts but stays adjacent-not-promoted per scope because Z.ai / GLM is not on Robin's named stack — the existing `MiniMax-m3` row already cites the benchlm.ai 2026-08-01 V4-Flash-vs-M3 framing + the unsloth `unsloth/MiniMax-M3-GGUF` quantized local-LLM run path + the MyClaw.ai 2026-07-29 multimodal confirmation + the Hermes Agent MiniMax-M3 default-model designation, so the GLM-5.3-Flash announcement is an incremental upstream open-weight-LLM signal rather than a MiniMax-side change; `49448210` Qwen3.8-Flash-Next is **the eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** at 441 pts + 131 cmts but stays adjacent-not-promoted per scope because Qwen is not on Robin's named stack — the existing `MiniMax-m3` row already cites the 2026-08-25 "releasing tomorrow" announcement (`49432317` 244 pts), so the qwen.ai release follow-up is an incremental upstream open-weight-LLM signal rather than a MiniMax-side change; `49446422` Z.ai Ox Alpha is **the strongest Bloomberg-sourced Z.ai item of the streak** at 391 pts + 133 cmts but stays adjacent-not-promoted per scope because Z.ai is not on Robin's named stack). The `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release; **zero self-hosted-agentic-substrate cluster entries on this pull** — the third consecutive quiet pull in the cluster since 2026-08-13 — but the cluster density of 6 entries in 11 days through 2026-08-23 + the recent refresh on 2026-08-23 with "What Is a Harness?" at 121 pts carries forward unchanged; the cluster is now in cooling-density territory with three consecutive quiet pulls; any future cluster entry + Hermes Agent / OpenWiki / Codex CLI release notes on the same pull becomes the first named-stack adoption event for the agent-harness substrate). The `openwiki-brand` watchlist row stays at Last seen 2026-07-16 (no positive `openwiki` hits — clean zero across both feed sweep and Algolia lane). The `china-cde-cell-gene-therapy-rules-2026` and `china-order-no-818-clinical-translation` watchlist rows stay at Last seen 2026-07-24 / 2026-07-28 (no China regulatory items on this pull). All four flag-for-traceability items (GLM-5.3-Flash + Qwen3.8-Flash-Next + Ox Alpha + RAG essay) stay adjacent-not-promoted under the existing scope discipline, and the three secondary adjacents (VMs-won't-contain-agents + Bill Gates turbulent-AI-era + LWN 3D-printer-AGPL) also stay adjacent-not-promoted. **Key calls**:
+  - **`49449507` GLM-5.3-Flash** is the **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** by virtue of (a) the **530-pt + 240-cmt top-feed engagement** — the second-highest top-feed engagement on the pull (after the off-scope Dolly Parton + AWS DuckDB); (b) the **Z.ai flash-tier framing** mirrors the V4-Flash + Qwen-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references; (c) the **Z.ai blog source** is a credible open-weight vendor; (d) **highest engagement open-weight-LLM item of the 2026-08-07 streak** (530 pts is ahead of the 441-pt Qwen3.8-Flash-Next + the 379-pt DeepSeek V4 Flash vision + the 314-pt Unsloth Dynamic 3.0 GGUFs); (e) **eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** after DeepSeek V4 Flash vision (379 pts 2026-08-21) + Unsloth Dynamic 3.0 GGUFs (314 pts 2026-08-19) + GLM-5.3 vs Anthropic/OpenAI (141 pts 2026-08-23) + Qwen 3.8 27B reverse-engineering (234 pts 2026-08-23) + GLM-5.3 tablet (268 pts 2026-08-23) + Qwen 3.8-Flash-Next (244 pts 2026-08-25) + Qwen3.8-Flash-Next actual release (441 pts 2026-08-26) + **GLM-5.3-Flash (530 pts 2026-08-26)** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the strongest sustained engagement cluster in the 2026-08-07 streak. **Adjacent-not-promoted** per scope (Z.ai / GLM is not on Robin's named stack; the established scope rule keeps non-named-stack open-weight LLM releases adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself). Flagged because (a) the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's V4-Flash-comparison anchor** makes this a corroborating open-weight-LLM-stack signal alongside the prior open-weight-LLM cluster items; (b) the **Z.ai flash-tier pattern** parallels the V4-Flash + Qwen-Flash architecture naming across Chinese open-weight vendors; (c) any future HN item at higher engagement combining GLM-5.3-Flash + explicit MiniMax-M3 multimodal parity benchmarks becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row, no `/themes.md` row change** — the GLM-5.3-Flash announcement is upstream open-weight-LLM context; if Robin applies the open-weight comparison analysis to a specific MiniMax-M3-GGUF deployment on a future pull, that becomes a downstream commitment.
+  - **`49448210` Qwen3.8-Flash-Next** is the **eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** and the **strongest Qwen-flash-family item of the streak** by virtue of (a) the **441-pt + 131-cmt top-feed engagement** — the third-highest top-feed engagement on the pull (after the off-scope Dolly Parton + AWS DuckDB); (b) the **qwen.ai blog source** is Alibaba's official Qwen blog — the canonical primary source confirming the 2026-08-25 "releasing tomorrow" announcement (`49432317` 244 pts ModelScope); (c) the **release follow-up pattern** is a new pattern in the streak — the 2026-08-25 ModelScope announcement + the 2026-08-26 qwen.ai release is the first "releasing tomorrow → released" arc; (d) the **131-cmt comment count** confirms substantive HN engagement. **Adjacent-not-promoted** per scope (Qwen is not on Robin's named stack; the established scope rule keeps non-named-stack open-weight LLM releases adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself). Flagged because (a) the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's V4-Flash-comparison anchor** makes this a corroborating open-weight-LLM-stack signal; (b) the **canonical "releasing tomorrow → released" follow-up pattern** is the strongest release-confirmation signal in the streak; (c) any future HN item at higher engagement combining Qwen3.8-Flash-Next + explicit MiniMax-M3 multimodal parity benchmarks becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row, no `/themes.md` row change** — the Qwen release is upstream open-weight-LLM context; if Robin applies the open-weight comparison analysis to a specific MiniMax-M3-GGUF deployment on a future pull, that becomes a downstream commitment.
+  - **`49446422` Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights** is the **strongest Z.ai / GLM-series adjacent item of the pull by Bloomberg source authority** by virtue of (a) the **391-pt + 133-cmt top-feed engagement** — the fourth-highest top-feed engagement on the pull; (b) the **Bloomberg source** is a credible financial-news outlet with established AI-vendor coverage; (c) the **"will release its weights" framing** confirms Z.ai's open-weight release commitment; (d) the **stealth-model-rivals-deepseek framing** cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item (379 pts). **Adjacent-not-promoted** per scope (Z.ai / GLM is not on Robin's named stack; the established scope rule keeps non-named-stack open-weight LLM releases adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself). Flagged because (a) the **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's V4-Flash-comparison anchor** makes this a corroborating open-weight-LLM-stack signal; (b) the **Bloomberg source** is the most authoritative source on Z.ai / GLM-series news in the 2026-08-07 streak; (c) the **stealth-model-rivals-deepseek framing** cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item. **No commitment row, no `/themes.md` row change** — the Z.ai Ox Alpha confirmation is upstream open-weight-LLM context.
+  - **`49445727` RAG Is Simpler Than You Think** is the **closest-to-Robin's-stack item of the pull** by virtue of (a) the **345-pt + 152-cmt top-feed engagement** — the fifth-highest top-feed engagement on the pull; (b) the **direct RAG cross-walk to RAGFlow** — RAGFlow IS on Robin's named daily-driver stack as one of the 4 KB backends; (c) the **lighthousenewsletter.com source** is a credible newsletter outlet. **Adjacent-not-promoted** per scope (the essay is a general RAG-architecture discussion, not a RAGFlow-specific release or technical change; the established scope rule keeps RAG-architecture essays adjacent-not-promoted unless there is a direct change to RAGFlow itself). Flagged because (a) the **direct RAGFlow cross-walk** is the only on-Robin-stack cross-walk in the 2026-08-26 pull (the open-weight-LLM items are upstream open-weight-LLM context, not RAGFlow-side); (b) the **general RAG-architecture essay framing** is a foundation-layer signal for RAGFlow; (c) any future HN item at higher engagement combining RAG-architecture essay + explicit RAGFlow technical change becomes the first corroborating event for a `RAGFlow-row` annex on the existing synthesis layer. **No commitment row, no `/themes.md` row change** — the RAG essay is general RAG-architecture context; if Robin applies a RAG-architecture best-practice change to RAGFlow on a future pull, that becomes a downstream commitment.
+  - **This is the sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the 2026-08-26 pull is the **fourth consecutive fully-zero pull bookended with the noise-only 2026-08-22 pull** — four fully-zero Algolia lanes in four consecutive pulls — confirming that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed). The pattern confirms that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set. The Tavily (web-search) lane remains the productive lane for vendor news; the HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents (GLM-5.3-Flash + Qwen3.8-Flash-Next + Ox Alpha + RAG essay + Qwen 3.8-Flash-Next announcement + Anthropic operational-distress + data-center water + What Is a Harness? + GLM-5.3 cluster + Qwen 3.8 27B + FT Anthropic essay + AI-coding-expertise-collapse + Munder Difflin + New MCP Roadmap + OzBrain + DeepSeek V4 Flash vision + Proliferate + machine0 + OneCLI + OpenRouter-Stripe confirmation + Copilot Autofix + Unsloth Dynamic 3.0 GGUFs + AGENTS.md + FDA Alzheimer's + cua.ai Minecraft + Warnock GPU geometry amplification + VMs-won't-contain-agents + Bill Gates turbulent-AI-era + LWN 3D-printer AGPL) + low-engagement application-domain watchlist items (organoid / neuroscience / Wired features / clinical-research papers) + low-engagement self-hosted-agentic-substrate cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness?)" rather than vendor-direct signals. The 4-overlap dedup count between `top` and `best` (36 unique from 29+11) is **lower overlap ratio than prior pulls** (the 2026-08-25 pull had 6-overlap from 28+8 = 30 unique, the 2026-08-24 pull had 5-overlap from 28+15 = 38 unique, the 2026-08-23 pull had 12-overlap from 28+15 = 31 unique); the 4-overlap on 2026-08-26 is driven by `best` resolving only 11 items — same low resolution as the 2026-08-25 pull — and a higher `top` resolution (29 vs 28 on 2026-08-25). The 36 unique items are a +6 increase from the 2026-08-25 pull (which had 30 unique) — consistent with the 24-hour window having a denser feed on 2026-08-26 than 2026-08-25 (a 20% increase in unique items).
+
+| Query lane | Queries run | Qualifying results |
+| --- | --- | --- |
+| Life sciences / vendors (fully zero) | `organoid`, `CelVivo`, `3Brain`, `Cellink` | 0 (all four queries returned `nbHits=null / hits=0` — **fully-zero Algolia lane on all four vendor queries, no substring-noise hits this pull**) |
+| AI workflow (fully zero) | `openwiki`, `deepagents` | 0 (both queries returned `nbHits=null / hits=0`) |
+
+Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-08-26T18-00-02-497Z/hackernews-results.json`.
+
+### Flag-for-traceability: GLM-5.3-Flash (530 pts, strongest open-weight-LLM-adjacent item of the pull, eighth open-weight-LLM-adjacent item in the streak, highest engagement open-weight-LLM item of the streak), Qwen3.8-Flash-Next actual release (441 pts, canonical "releasing tomorrow → released" follow-up pattern, eighth open-weight-LLM-adjacent item in the streak), Z.ai confirms Ox Alpha GLM-series stealth model and will release its weights (391 pts, strongest Bloomberg-sourced Z.ai item of the streak, stealth-model-rivals-deepseek framing), RAG Is Simpler Than You Think (345 pts, closest-to-Robin's-stack item of the pull — RAGFlow IS on Robin's named stack — general RAG essay) + Trail of Bits VMs won't contain cyber-capable agents (69 pts, agent-substrate adjacent) + Bill Gates turbulent AI era essay (52 pts, AI-business commentary) + LWN 3D-printer AGPL violation (10 pts, secondary adjacency with "3D" word-collision only) — adjacent, off-scope
+
+- **49449507** (530 pts, 240 cmts top) **"GLM-5.3-Flash"** — Z.ai blog (`Philpax` 2026-08-26, https://z.ai/blog/glm-5.3-flash — Z.ai blog). A Z.ai blog post announcing **GLM-5.3-Flash** — the flash-tier release of Z.ai's GLM-5.3 series. **Strongest open-weight-LLM-adjacent item of the pull by inference-lane impact** because (a) **530-pt + 240-cmt top-feed engagement** is the second-highest top-feed engagement on the pull (after the off-scope `49438052` Dolly Parton 1535 pts + `49448321` AWS DuckDB 762 pts); (b) the **Z.ai flash-tier framing** mirrors the V4-Flash + Qwen-Flash architecture pattern; (c) **highest engagement open-weight-LLM item of the 2026-08-07 streak** (530 pts is ahead of the 441-pt Qwen3.8-Flash-Next + the 379-pt DeepSeek V4 Flash vision + the 314-pt Unsloth Dynamic 3.0 GGUFs); (d) the **240-cmt comment count** is the second-highest top-feed comment count on the pull; (e) the **Z.ai blog source** is a credible open-weight vendor (a Tsinghua / Zhipu-affiliated group, distinct from Alibaba Qwen / DeepSeek / Llama); (f) **eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the strongest sustained engagement cluster in the 2026-08-07 streak. **Adjacent-not-promoted** per scope because Z.ai / GLM is not on Robin's named stack. **No commitment row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03.
+- **49448210** (441 pts, 131 cmts top) **"Qwen3.8-Flash-Next"** — qwen.ai blog (`tosh` 2026-08-26, https://qwen.ai/blog?id=qwen3.8-flash-next — qwen.ai, Alibaba's official Qwen blog). The qwen.ai blog post for **Qwen3.8-Flash-Next** — the actual release of the open-weight Qwen 3.8-Flash-Next model, following the 2026-08-25 "releasing tomorrow" announcement (`49432317` 244 pts ModelScope). **Eighth open-weight-LLM-adjacent item in the 2026-08-07 streak** and the **strongest Qwen-flash-family item of the streak** because (a) **441-pt + 131-cmt top-feed engagement** is the third-highest top-feed engagement on the pull; (b) the **qwen.ai source** is Alibaba's official Qwen blog — the canonical primary source; (c) the **release follow-up pattern** is a new pattern in the streak — the 2026-08-25 ModelScope announcement + the 2026-08-26 qwen.ai release is the first "releasing tomorrow → released" arc. **Adjacent-not-promoted** per scope because Qwen is not on Robin's named stack. **No commitment row, no `/themes.md` row change**.
+- **49446422** (391 pts, 133 cmts top) **"Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights"** — Bloomberg (`garo-pro` 2026-08-26, https://www.bloomberg.com/news/articles/2026-08-26/china-s-z-ai-made-ox-alpha-stealth-model-that-rivals-deepseek — Bloomberg). A Bloomberg article on **Z.ai confirming Ox Alpha is a new GLM-series model and will release its weights** — a stealth-model revelation following the 2026-08-26 GLM-5.3-Flash release. **Strongest Z.ai / GLM-series adjacent item of the pull by Bloomberg source authority** because (a) **391-pt + 133-cmt top-feed engagement** is the fourth-highest top-feed engagement on the pull; (b) the **Bloomberg source** is a credible financial-news outlet; (c) the **"will release its weights" framing** confirms Z.ai's open-weight release commitment; (d) the **stealth-model-rivals-deepseek framing** cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item (379 pts). **Adjacent-not-promoted** per scope because Z.ai / GLM is not on Robin's named stack. **No commitment row, no `/themes.md` row change**.
+- **49445727** (345 pts, 152 cmts top) **"RAG Is Simpler Than You Think"** — lighthousenewsletter.com (`j0selit0` 2026-08-26, https://www.lighthousenewsletter.com/p/rag-is-simpler-than-you-think — lighthousenewsletter.com). A newsletter essay on **RAG being simpler than the typical industry framing suggests** — a general RAG-architecture essay. **Closest item to Robin's named stack** (RAGFlow IS on Robin's daily-driver stack as one of the 4 KB backends in the [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md) memory substrate) by virtue of (a) **345-pt + 152-cmt top-feed engagement** — the fifth-highest top-feed engagement on the pull; (b) the **direct RAG cross-walk** to RAGFlow on Robin's NAS; (c) the **152-cmt comment count** is the fourth-highest top-feed comment count on the pull. **Adjacent-not-promoted** per scope because the essay is a general RAG-architecture discussion rather than a RAGFlow-specific release or technical change. **No commitment row, no `/themes.md` row change** — if Robin applies a RAG-architecture best-practice change to RAGFlow on a future pull, that becomes a downstream commitment.
+
+## Update — 2026-08-25 18:00 UTC
 
 - **Coverage:** 2 feeds (`top`, `best`), 6 search queries (the same simplified LLM-agent topic set from the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories": `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`). `top` feed had 30 IDs (28 resolved items), `best` feed had 30 IDs (8 resolved items); deduplication gave **30 unique items across both feeds** (6 overlap between top and best feeds). The 6-query lane returned **fully-zero hits across all six Algolia queries** — `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` in the 24 h window (the runtime payload on the 2026-08-25 pull reports `nbHits=null` rather than the clean integer `nbHits=0` shape on the 2026-08-24 pull, but the `hits=0` array length confirms the same fully-zero lane; this is the **second consecutive shape-variant of fully-zero Algolia lane** across the 2026-08-23 + 2026-08-24 + 2026-08-25 pulls); the connector completed normally at `fetchedAt: 2026-08-25T18:00:30.716Z` (24-hour window).
 - **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries — and zero substring-noise hits as well.** All four Algolia vendor queries (`organoid`, `CelVivo`, `3Brain`, `Cellink`) returned `hits=0` in the 24 h window, with no string-collision noise on `organi-` / `brain` / `calling` / `ceiling` / `helsinki` substrings (the 2026-08-22 pull surfaced 1 thematic + 4 noise on `organoid`, 1 thematic + 5 noise on `3Brain`, and 3 noise on `Cellink`; the 2026-08-23 + 2026-08-24 + 2026-08-25 pulls return to fully-zero across all four vendor queries — **three consecutive fully-zero Algolia lanes on all four vendor queries**, the longest fully-zero streak of the 2026-08-07 streak). A title/URL regex sweep across the 30 unique top+best items also turned up **zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items** and **zero self-hosted-agentic-substrate cluster items** (the 6-item / 12-day cluster from DeepSeek Harness 2026-08-13 → machine0 2026-08-18 → OneCLI 2026-08-19 → self-hosted factory 2026-08-21 → Munder Difflin 2026-08-22 → "What Is a Harness?" 2026-08-23 has its **second consecutive quiet pull** on 2026-08-24 + 2026-08-25 — 6 items in 14 days with two misses, dropping cluster density from 0.55 entries/day to 0.43 entries/day). The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 noise-only pulls; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** — confirming that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed). The Tavily (web-search) lane remains the productive lane for vendor news; the HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents + low-engagement application-domain watchlist items + low-engagement self-hosted-agentic-substrate cluster essays" rather than vendor-direct signals. The 30 unique top+best items include **zero matches** for any in-scope vendor / customer / application-domain / named-stack keyword — no CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip / organoid / bioprinting hits; no Hermes / OpenClaw / MiniMax / RAGFlow / NocoDB / SeaFile / Codex-CLI direct release hits. The single open-weight-LLM-adjacent item on the pull is **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts modelscope.cn — open-weight Qwen family release announcement; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack — the `MiniMax-m3` row already cites the 2026-08-01 benchlm.ai DeepSeek V4 Flash vs MiniMax M3 comparison anchor and the open-weight competitive set (DeepSeek V4 Flash / GLM / Qwen / Llama), and the Qwen 3.8-Flash-Next item reinforces the open-weight-LLM cluster without crossing the promotion threshold). The single AI-vendor-business-adjacent item is **`49434291` "Anthropic tells staff to work from home due to possible security team strike"** (89 pts Business Insider — Anthropic operational-distress signal; **adjacent-not-promoted** per scope because Anthropic operational issues are upstream competitive context, not a vendor-stack change Robin acts on; the existing `MiniMax-m3` row already cites the 2026-08-24 FT Anthropic pricing-pressure essay as the upstream AI-vendor-business anchor). Per the brief's "low-engagement items stay watchlist by default" rule + the `/themes.md` scope discipline, **none of the 30 unique items qualifies for a `/themes.md` row promotion on this pull**.
diff --git a/sources/index.md b/sources/index.md
index d8094ef..2d873d7 100644
--- a/sources/index.md
+++ b/sources/index.md
@@ -4,7 +4,7 @@
 - [Agents 代理商档案索引 — 跨 agent CRM 同步](agents.md) - Cross-agent index of the Obsidian vault 02-Clients/Agents/* profiles (which agents Robin is actively working with, mapped by vendor product line). Base identity only — sensitive fields (phone / WeChat / email / end-customer list / opportunity value) live only in the private vault. Updated 2026-08-07 with _known_associations.md product-line → agent → end-customer mapping.
 - [全国经销商地图 (2026-08-07 时点)](distributors-china-2026.md) - Compact index of Robin's 2026-08-07 China distributor baseline (259 dealers across 7 regions, replacing 261 in the 2026-07-24 baseline) plus the new product-association index _known_associations.md. Surfaces CelVivo ClinoStar → 济南成全 + FemtoBiomed CellShot → 9X Bio → TriArm Therapeutics chain. Routes pricing-sensitive fields to the private Obsidian vault per /sources/agents.md privacy rule.
 - [飞书邮箱 (Robin customer mailbox)](feishu-mail.md) - Planned cross-agent mailbox sync target for Robin's Feishu (飞书) mailbox (imap.feishu.cn:993 / imap.larksuite.com:993) — would let MiniMax code / Hermes recall 'what did Robin last discuss with customer X' from email metadata + summaries. Not yet provisioned — IMAP credentials + update script + crontab still pending Robin setup; this page documents the planned configuration and the sync policy that will be applied once provisioned.
-- [Git repo — evidence index (Obsidian vault, Robin)](git-repo.md) - Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 1003b92, 2026-08-25, **2 new automated wiki commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z window: `3255613` daily update 2026-08-25 + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern**). This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here.
+- [Git repo — evidence index (Obsidian vault, Robin)](git-repo.md) - Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**; **vault HEAD unchanged at the 2026-08-26T18:06Z fetch** — 0 new vault commits since the prior 2026-08-25T18:13Z fetch, vault silent for the 1st consecutive fetch since the 2026-08-24/25 5-paper burst; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → 15-day (12 → 13 fetches silent), `celvivo_commercial/` + `templates/` 9-day → 10-day, `deepread_40240593/` 2-day → 3-day) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD ebb95c0a, 2026-08-26, **2 new automated wiki commits in the 2026-08-25T18:13Z → 2026-08-26T18:06Z window: `81ac94a` daily update 2026-08-26 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `2507925` 2026-08-15 + `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26; the `81ac94a` daily update committed 14 of the prior 17 dirty files, reducing the working-tree dirty count from 11 → 8**) This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here.
 - [Hacker News — evidence index](hackernews.md) - Compact evidence trail for the Hacker News connector (hackernews-1, Robin-curated life-sciences + AI workflow). Synthesis lives on /themes.md, /commitments.md, etc.; this page only records ingestion coverage and notable items.
 - [文献精读 Master Template (Robin 7-27 实战版, "真适合浏览" 1 文件)](ldr-report-template.md) - Master template for Robin's literature-deep-read (LDR) pipeline — consolidates 4 literature skills (`literature-deep-read` / `research` / `review` / `curation-for-sales`) into a single 8-rule + 3-trigger + 5-section "真适合浏览" report format. Synthesized from 4-27 SOP范本 + 7-27 实战 lessons (Tasevska / Raji / Bosnjakovic). Triggers "精读吧" / "发 wikijs" / "入库" / "A" / Id/DOI/PMID/PDF signals into 4-step精简 or 8-step完整 flows. PDF全文必传 + PyMuPDF xref去重 + 9项强制 + SeaFile hostname `fb.biokingdom.top` + NocoDB v1 JSON + 3张真图 + `journal-year-topic` 报告路径.
 - [Bosnjakovic 2025 PAH 3D 球体代谢组学: 跟 CelVivo ClinoStar dynamic culture 关系 (Bosnjakovic 2025 bioRxiv)](literature-cel-bosnjakovic-2025-pah-deepread.md) - Deep-read synthesis of Bosnjakovic A et al. 2025 bioRxiv preprint (DOI 10.1101/2025.07.10.663939v1, 2025-07-10) — 21-day mature HepG2 3D spheroids with graded non-cytotoxic BaP + BBF (PAH代表物) exposure for metabolomics biomarker discovery. Robin's connection: 3D spheroid protocol maps directly onto CelVivo ClinoStar dynamic culture; supports PAH exposure metabolomics positioning for hepatotoxicity / NAFLD modeling applications. 精读 2026-07-27.
diff --git a/sources/nocodb.md b/sources/nocodb.md
index ea385f4..9df040c 100644
--- a/sources/nocodb.md
+++ b/sources/nocodb.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "NocoDB 文献库索引 — 跨 agent 数据层"
+openwiki_generated: true
+---
+
 # NocoDB 文献库索引 — 跨 agent 数据层
 
 > 数据源: NocoDB 13 个文献库 + 2 个公司库 (实时,每次 OpenWiki cron 跑时更新)
diff --git a/sources/ragflow.md b/sources/ragflow.md
index 9b77cc9..a6cb012 100644
--- a/sources/ragflow.md
+++ b/sources/ragflow.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "RAGFlow 全文检索索引 (Robin KB system)"
+openwiki_generated: true
+---
+
 # RAGFlow 全文检索索引 (Robin KB system)
 
 > 数据源: RAGFlow (http://10.10.10.254:9980/) 14 个 KB 全文检索结果
diff --git a/sources/seafile.md b/sources/seafile.md
index 20d4673..7581f76 100644
--- a/sources/seafile.md
+++ b/sources/seafile.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "SeaFile 大文件存储索引"
+openwiki_generated: true
+---
+
 # SeaFile 大文件存储索引
 
 > 数据源: SeaFile (http://10.10.10.254:9898/) 共 N 个资料库
diff --git a/sources/wikijs.md b/sources/wikijs.md
index 140269e..6b4f8d9 100644
--- a/sources/wikijs.md
+++ b/sources/wikijs.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Wiki.js 索引 — 跨 agent 文档发布层"
+openwiki_generated: true
+---
+
 # Wiki.js 索引 — 跨 agent 文档发布层
 
 > 数据源: Wiki.js (http://10.10.10.254:3000/graphql) Biokingdom 实例
diff --git a/themes/05-robin-research.md b/themes/05-robin-research.md
index 80bd65c..e76b5eb 100644
--- a/themes/05-robin-research.md
+++ b/themes/05-robin-research.md
@@ -2,8 +2,8 @@
 type: "Reference"
 title: "Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)"
 description: "Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory."
-tags: [theme, research, vault, deep-read, sales, crm, life-sciences, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, celvivo-app-note-2026, aiello-bagni-rc-cfd, tian-epicardium-mtor, kim-egain-3d-mea, ajongbolo-brain-organoid-review, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, vascularized-organoids, cardiac-organoids, skin-organoids]
-timestamp: 2026-08-25T18:13:00Z
+tags: [theme, research, vault, deep-read, sales, crm, life-sciences, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, celvivo-app-note-2026, aiello-bagni-rc-cfd, tian-epicardium-mtor, kim-egain-3d-mea, ajongbolo-brain-organoid-review, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, vascularized-organoids, cardiac-organoids, skin-organoids]
+timestamp: 2026-08-26T18:06:15Z
 ---
 
 # Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)