chore: daily update 2026-08-04

.last-update.json

@@ -1,5 +1,5 @@
 {
-  "updatedAt": "2026-08-02T18:24:34.511Z",
+  "updatedAt": "2026-08-03T18:20:19.129Z",
   "command": "update",
   "model": "MiniMax-M3"
 }

commitments.md

@@ -41,17 +41,24 @@ Concrete work tasks, follow-ups, approvals, and scheduled items extracted from G
 
 ### 3brain-coreplate-2026-conference-positioning: verify current CorePlate campaign and retrieve application material on next 3Brain check
 - Owner: me
-- Source: web-search — 3Brain official website plus 3Brain organization material captured through LinkedIn in Tavily pull 7 (2026-07-30); the dated result is 2026-07-25 and names ISSCR 2026 booth 412, while the company page also names ELRIG Drug Discovery booth 4
+- Source: web-search — 3Brain official website plus 3Brain organization material captured through LinkedIn in Tavily pull 7 (2026-07-30); the dated result is 2026-07-25 and names ISSCR 2026 booth 412, while the company page also names ELRIG Drug Discovery booth 4. Tavily pull 11 (2026-08-03) adds a 3Brain LinkedIn post dated 2026-07-29 ("3Brain contributes to Utrecht Summer School course on Human Brain Models", score 0.808) — the **first Tavily pull where the 3Brain answer text is not mis-attribution** — and the 3Brain AG company LinkedIn page (score 0.839)
 - Due: unscheduled
 - Status: open
-- Notes: First credible direct 3Brain evidence after five Tavily pulls dominated by an unrelated EEG-paper mis-attribution. Vendor material positions CorePlate-enabled HD-MEA for high-resolution, scalable functional readouts from iPSC neuronal/cardiac models, brain organoids, assembloids, and 3D spheroids. Confirm which conference posts are current, obtain the named posters/application notes, and map them to Chinese neural-organoid and pharma-screening prospects. This pull does not establish CorePlate 1W/6W load force or Sample Holder Set details.
+- Notes: First credible direct 3Brain evidence after five Tavily pulls dominated by an unrelated EEG-paper mis-attribution. Vendor material positions CorePlate-enabled HD-MEA for high-resolution, scalable functional readouts from iPSC neuronal/cardiac models, brain organoids, assembloids, and 3D spheroids. Pull 11 extends the vendor-channel strand to the academic / training segment (Utrecht Summer School "Human Brain Models" course) on top of the ISSCR / ELRIG conference-booth strand from pull 7. Confirm which conference posts are current, obtain the named posters / application notes / Utrecht course module, and map them to Chinese neural-organoid and pharma-screening prospects. This pull does not establish CorePlate 1W/6W load force or Sample Holder Set details.
 
 ### celvivo-clinostar-2-nams-demo-2026: verify product naming and campaign provenance on next CelVivo check
 - Owner: me
-- Source: web-search — Instagram snippets surfaced in Tavily pull 7 (2026-07-30): ClinoStar webinar copy (`DbaUZjIjMgK`), NexUs Locus on-site demo copy dated 2026-07-24 (`DbKYC4NBtrN`), and ClinoStar 2 NAMs positioning (`DbSl7nkoFjK`)
+- Source: web-search — Instagram snippets surfaced in Tavily pull 7 (2026-07-30): ClinoStar webinar copy (`DbaUZjIjMgK`), NexUs Locus on-site demo copy dated 2026-07-24 (`DbKYC4NBtrN`), and ClinoStar 2 NAMs positioning (`DbSl7nkoFjK`). Tavily pull 11 (2026-08-03) adds an **independent confirmation** from an Indian distributor event page (labindia-analytical.com News & Events, score 0.696) that CelVivo is exhibiting at Thailand Lab 2026 (Bangkok, 2026-09-02 → 2026-09-04) and that `ClinoStar 2` is current product naming with oxygen regulation as a distinguishing feature
 - Due: unscheduled
 - Status: open
-- Notes: Watchlist lead, not a confirmed launch or customer win. Verify that the posts come from CelVivo or an authorized distributor, whether `ClinoStar 2` is current official product naming, and whether the NexUs Locus live demo produced reusable data or contacts. The result set does not support Tavily's “installed base” language; one malformed duplicate URL was discarded.
+- Notes: Watchlist lead, not a confirmed launch or customer win. Verify that the posts come from CelVivo or an authorized distributor, whether `ClinoStar 2` is current official product naming, and whether the NexUs Locus live demo produced reusable data or contacts. Pull 11's labindia-analytical.com result is the **first non-Instagram, named-event confirmation** of ClinoStar 2 + Thailand Lab 2026; treat it as independent corroboration, not vendor-direct. The result set does not support Tavily's “installed base” language; one malformed duplicate URL was discarded.
+
+### cellink-volumetric-lumen-x-release: verify CELLINK × Volumetric new Lumen X release on next Cellink check
+- Owner: me
+- Source: web-search — Tavily pull 11 (2026-08-03) top hit on `Cellink BIO X bioprinter 2026`: 3DPrint.com 2026-07-28 (score 0.819) "CELLINK and Volumetric Release New Lumen X for Lumen X Bioprinting". Tavily answer text corroborates and adds BioMET '26 Vellore India (2026-08-05 → 2026-08-07) showcase detail. Companion evidence: Cellink LinkedIn 2026-07-29 (score 0.762) BioMET '26 exhibiting post; CELLINK Facebook 2026-07-28 (score 0.632) second-conference post
+- Due: unscheduled
+- Status: open
+- Notes: **First credible direct Cellink product / partnership release evidence on the Robin portfolio** after 10 prior Tavily pulls dominated by mis-attribution or BIO X Gen 3 / BIO X6 customer evidence (see existing `cellink-bio-x-gen3-customer-evidence`). Lumen X is in Robin's portfolio table ("Cellink — BIO X / BIONOVA X / Lumen X"). Verify with Cellink: (a) what is the relationship between CELLINK and Volumetric — co-marketing, OEM, distribution, or full acquisition; (b) is "New Lumen X" a distinct SKU from the original Lumen X (volumetric DLP) or a refresh; (c) does BioMET '26 Vellore presence map to any active Chinese pharma R&D / CDMO / biotech opportunities (likely India-channel rather than China-channel — adjacent to Robin's region); (d) does the existing `cellink-bio-x-gen3-customer-evidence` commitment's BIO X6 at U. Miami installation narrative change in light of this release.
 
 ### itx-24h-host-build-2026-q3: finish assembly + Ubuntu + Hermes install on Robin's 24h host (paused since hardware is 10/11 arrived)
 - Owner: me

quickstart.md

@@ -23,7 +23,7 @@
 
 - **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`.
 - **Connectors:** Hacker News, git-repo, and web search active. Gmail, Slack, Notion, and X are not yet configured — see "Adding sources" below.
-- **Last update:** see [/.last-update.json](/.last-update.json) — the latest source run is **git-repo** (`obsidian-robin-1` 2026-08-01 18:10 UTC). Vault HEAD remains `1a81e485` with no new commits or newly observed working-tree paths, so no canonical synthesis pages changed. The preceding HN-only run (`hackernews-1` 2026-08-02 18:00) is now the **third consecutive empty pull** (after 2026-08-01 18:00 and 2026-07-31 18:00): `feeds: []` and `queryResults: []` — connector completed normally at `fetchedAt: 2026-08-02T18:04:23.938Z` with no items. Two was a probable outage; three is a confirmed sustained outage on the HN lane and **warrants an unscheduled check of `~/.openwiki/connectors/hackernews/config.json` and Algolia / HN API status before the next scheduled pull** — without that, the lane should be paused rather than scheduled. **No theme row Last-seen was refreshed** (zero in-scope evidence); the source-backed rows (`class-organoid-3d-bioprinting`, `hermes-agent-v0-19-quicksilver`, `agent-memory-architecture`, `china-cde-cell-gene-therapy-rules-2026`, `china-order-no-818-clinical-translation`, `MiniMax-m3`) keep their 2026-07-30 / 2026-07-29 Last seen. **No new commitments, no new open questions, no new personal-logistics items.** The prior multi-connector run (2026-07-31 cycle covering HN + web-search + git-repo) remains documented on `/sources/hackernews.md` as the previous empty pull; previous material-evidence run was the 2026-07-30 cycle documented on `/sources/web-search.md` pull 7. The standalone Tavily web-search pull on 2026-08-02 18:07 (`web-search-1`) is the **third consecutive fully-failed pull** (after 2026-08-01 18:09 — unrecorded at the time, gap-filled now — and 2026-07-31 18:06): all 10 queries in the same lane returned `"error": "fetch failed"` with no answer text and no result URLs. Scope and query phrasing are unchanged from pulls 1–7 (which all succeeded), so the failure is Tavily-side / upstream. Pull 7 (2026-07-30 18:04 UTC) remains the canonical last successful Tavily pull; an unscheduled check of `TAVILY_API_KEY` validity, Tavily status page, and rate-limit posture is warranted in parallel with the HN-lane check above, with a "pause the lane" fallback if Tavily status can't be confirmed.
+- **Last update:** see [/.last-update.json](/.last-update.json) — the latest source run is **web-search-1** (`2026-08-03T18:08:50Z`). Tavily **recovered from the 3-day outage streak** (pulls 8/9/10 on 2026-07-31 / 2026-08-01 / 2026-08-02 all returned `"error": "fetch failed"`); pull 11 is the first successful pull after the streak and surfaces three scope-aligned findings: (a) **CELLINK × Volumetric "new Lumen X" release** (3DPrint.com 2026-07-28, score 0.819) — first credible direct Cellink product / partnership release on the Robin portfolio after 10 prior Tavily pulls of mis-attribution or BIO X Gen 3 / BIO X6 customer evidence — promoted to a NEW `/commitments.md` item `cellink-volumetric-lumen-x-release` per the brief's vendor-news escalation rule; (b) **3Brain Utrecht Summer School "Human Brain Models" course** LinkedIn post 2026-07-29 (score 0.808) — the first Tavily pull where the 3Brain answer text is correct instead of mis-attributing an EEG-headset paper; (c) **CelVivo ClinoStar 2 + Thailand Lab 2026** (labindia-analytical.com News & Events 2026-07-31, score 0.696) — independent non-Instagram confirmation of `ClinoStar 2` product naming with oxygen regulation and CelVivo's Bangkok booth (2026-09-02 → 2026-09-04). `/themes.md` updates: `class-organoid-3d-bioprinting` Last seen → 2026-08-03 (third vendor-anchored Cellink signal: CELLINK × Volumetric new Lumen X); `agent-memory-architecture` Last seen → 2026-08-03 (akitaonrails/ai-memory research write-up adds to the cluster, now 15+ distinct sources); `hermes-agent-v0-19-quicksilver` evidence count → 10 (Hermes Agent 0.19.1 GitHub bug report 2026-08-02 adds same-week artifact on the v0.19.x track between Quicksilver and v0.20.0); `MiniMax-m3` evidence count → 8+ (unsloth/MiniMax-M3-GGUF + benchlm.ai M3 vs DeepSeek V4 Flash 2026-08-01). No new theme rows added (the Cellink Lumen X release is a single news event, not a recurring signal — keeps commitment-only per the brief's row-count discipline). Existing `3brain-coreplate-2026-conference-positioning` and `celvivo-clinostar-2-nams-demo-2026` commitment Notes are extended with the new evidence rather than spawning new commitments. No new open questions. No new personal-logistics items. The previous run was **hackernews-1** (`2026-08-03T18:00:48Z`) which recovered from the prior 3-day HN empty-pulls streak and surfaced Hermes Agent v0.20.0 + MiniMax-H3 launch cluster on the workflow-tooling lane. Tavily answer-text quality improved on 3Brain and Cellink this pull but remained partially fabricated on the Hermes/M3 lane ("release date of June 1, 2026") — treat Tavily answer text as untrusted; trust the underlying URL + score + published_date.
 
 ## How to use this wiki
 
@@ -53,9 +53,9 @@ Deferred until Robin configures connectors or asks for specific documentation:
 - **Slack evidence index** — `/sources/slack.md` (no Slack connector configured yet)
 - **Notion evidence index** — `/sources/notion.md` (no Notion MCP configured yet)
 - **X / Twitter evidence index** — `/sources/x.md` (no X connector configured yet)
-- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-02 18:00 UTC — third consecutive empty pull, see HN source page)
+- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-03 18:00 UTC — recovered from three consecutive empty pulls, surfaced Hermes v0.20.0 + MiniMax-H3 launch cluster, see HN source page)
-- **Web search evidence index** — `/sources/web-search.md` (active; last refreshed 2026-08-02 18:07 UTC — third consecutive fully-failed Tavily pull after 2026-08-01 18:09 and 2026-07-31 18:06, see source page)
+- **Web search evidence index** — `/sources/web-search.md` (active; last refreshed 2026-08-03 18:08 UTC — first successful 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)
-- **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-01 18:10 UTC — covers Robin's Obsidian vault)
+- **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-03 18:13 UTC — covers Robin's Obsidian vault; 5 consecutive unchanged fetches since the 2026-07-29 SOP-rewrite commit, no new commits / untracked files in the last 24 hours)
 - **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.

sources/git-repo.md

@@ -12,7 +12,7 @@ the vault, not summarize their content.
 - **Repo path:** `/mnt/c/Users/20864/.openclaw/workspace`
 - **Branch:** `main`
 - **HEAD:** `1a81e485b6f8a4496122464f1151702d09f03cf0` (2026-07-29, unchanged
-  since 2026-07-29 — no new commits have landed on `main` in the last four
+  since 2026-07-29 — no new commits have landed on `main` in the last five
   fetches, this run included)
 - **Ahead of origin/main:** 9 commits (3 CellShot-TriArm-Demo plans + 4 dated
   2026-07-28: Hodge 2025 / Lee 2025 / Parate 2020 deep reads + 董慧群
@@ -20,13 +20,15 @@ the vault, not summarize their content.
   `81671c69` Organoids 2026 综述 feat deep-read + `1a81e485` SOP-rewrite
   pass on the same file — un-pushed as of this run)
 - **Auth:** local path only — no remote, no credentials
-- **Latest fetch:** `2026-08-02T18:11:41Z` (HEAD unchanged at `1a81e485`;
+- **Latest fetch:** `2026-08-03T18:13:23Z` (HEAD unchanged at `1a81e485`;
   no new commit, working-tree path, or tracked/untracked file mtime in the
   last 24 hours was observed. The `03-Resources/ITX-24h-Host/` directory and
   the 5 previously-untracked files remain present; the
   `skills/openclaw-workspace` modified/submodule-dirty status also remains
-  unchanged.)
+  unchanged. The current manifest is byte-identical to the
-- **Raw manifest:** `~/.openwiki/connectors/git-repo/raw/2026-08-02T18-11-41-399Z/manifest.json`
+  `2026-08-02T18-11-41-399Z` fetch except for the `generatedAt` timestamp —
+  vault truly has had 0 changes in the last 24 hours.)
+- **Raw manifest:** `~/.openwiki/connectors/git-repo/raw/2026-08-03T18-13-23-151Z/manifest.json`
 - **Source config:** `~/.openwiki/connectors/git-repo/config.json`
 
 ## Working-tree status
@@ -64,12 +66,14 @@ the vault, not summarize their content.
     *(carryover from prior pull)*
 
 This run records **0 new commits** on `main` — HEAD is still `1a81e485`,
-unchanged from the 2026-08-01T18:10:52 fetch. The current manifest still reports
+unchanged from the 2026-08-02T18:11:41 fetch. The current manifest is
-the existing `skills/openclaw-workspace` modification, while the ITX directory
+byte-identical to the prior fetch except for the `generatedAt` timestamp
-and five untracked files listed below are carryovers; no new path was observed
+(it still reports the existing `skills/openclaw-workspace` modification, and
-in this run. Since zero new commits, the "vault fresh" staleness rule (7-day
+the ITX directory plus five untracked files listed below are carryovers; no
-window) does not need to fire — it is already in the clear based on the
+new path was observed in this run). Since zero new commits, the "vault
-2026-07-28 / 2026-07-29 commit cluster documented in the prior pull.
+fresh" staleness rule (7-day window) does not need to fire — it is already
+in the clear based on the 2026-07-28 / 2026-07-29 commit cluster documented
+in the prior pull.
 Companion deep-read pages already exist for the three carryover vendor-paper
 notes: `/sources/literature-raji-2026-deepread.md`,
 `/sources/literature-tasevska-2025-deepread.md`, and
@@ -186,7 +190,7 @@ commits (the recent `工业客户开发手册`, `Robin稿生成通字稿`, `销
 
 ## Changed files (this run)
 
-Since the prior fetch (2026-08-01T18:10:52), HEAD is unchanged. The current
+Since the prior fetch (2026-08-02T18:11:41), HEAD is unchanged. The current
 manifest still reports the existing `skills/openclaw-workspace` modification;
 the ITX directory and five untracked files listed below are carryovers, and no
 new path was observed in this run:
@@ -262,11 +266,13 @@ in `git log` and the manifest's `recentCommits` field, not in the
 
 ## Synthesis policy for this source
 
-- **This run (2026-08-02):** no new entries in `/themes.md`,
+- **This run (2026-08-03):** no new entries in `/themes.md`,
   `/open-questions.md`, `/commitments.md`, or `/personal-logistics.md`.
-  The existing `itx-24h-host-build-2026-q3` commitment remains valid because
+  The vault manifest is byte-identical to the 2026-08-02T18:11:41 fetch
-  the source file is still untracked and the post-assembly work is unfinished;
+  except for `generatedAt`, so nothing new to route. The existing
-  it was promoted during the 2026-07-31 pull from the new build config.
+  `itx-24h-host-build-2026-q3` commitment remains valid because the source
+  file is still untracked and the post-assembly work is unfinished; it was
+  promoted during the 2026-07-31 pull from the new build config.
 - The vault is a knowledge base, not a live signal stream; durable
   per-document synthesis (paper deep reads, sales scripts, customer
   files) requires reading individual files, which is delegated to the

sources/hackernews.md

@@ -8,13 +8,45 @@ 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:** `2026-08-02T18:00:02Z` (latest 18:00 pull on 2026-08-02 — empty; prior 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)
+- **Latest fetch:** `2026-08-03T18:00:48Z` (latest 18:00 pull on 2026-08-03 — successful recovery after three empty pulls; prior 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/2026-08-02T18-00-02-278Z/hackernews-results.json` (current — empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` · `~/.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`
+- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (current — 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 — 2026-08-02 18:00 UTC
+## Latest update — 2026-08-03 18:00 UTC
+
+- **Coverage:** 2 feeds (`top`, `new`), 24 search queries (the same life-science + workflow set the prior runs used). `top` feed returned 23 unique resolved stories (out of 30 IDs), `new` feed returned 30 of 30. The 24-query lane produced the hit table below; the **prior three empty-pull outage is resolved** — connector completed normally at `fetchedAt: 2026-08-03T18:00:48.574Z`. No need to pause the lane.
+- **Life-science lane:** **zero vendor-anchored hits** across all 14 life-science / vendor queries. `organoid` returned 7 hits — all string collisions or off-scope (`49159174` Codexloom 1pt — generic agent framework; `49156746` Jotchi scratchpad 1pt; `49156680` Book Studio 1pt; `49150137` Capital One/Trump 11pts — news; `49150001` NotebookLM Collections 2pts; `49147271` Kota AI agent CLIs 2pts; `49146934` Lost Trail hiking app 3pts). `3Brain` returned 8 hits — all string collisions (`49158186` expressive humanoid robots / brain study 2pts; `49157130` Spotify export 2pts; `49156746` Jotchi 1pt; `49156499` One Thing at a Time todo 2pts; `49150247` Show HN: company brain AI agents 4pts; `49148835` Octopus 16 wireless EEG 2pts — generic consumer EEG hardware, not 3Brain MEA; `49147627` public second brain 3pts; `49146780` Claude for ADHD 2pts). `Cellink` returned 3 hits — all string collisions (`49158140` Popkorn CSS 2pts; `49153955` Reflect Orbital 1pt; `49148163` Draco scraper 12pts). `liver organoid` (1 hit) and `brain organoid` (1 hit) returned string collisions (Codexloom, Jotchi). `3D bioprinting`, `3D bioprinter`, `bioprinting clinical`, `spheroid bioreactor`, `microgravity cell culture`, `CELVIVO`, `MEA neuroscience`, `organ-on-chip`, `spheroid drug screening` all returned `nbHits=0`. A title/url regex sweep across the top + new feeds also turned up zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items. The "no material HN footprint for the 4 vendor lines" finding still holds; the Tavily web-search lane remains the better signal for vendor news.
+- **Workflow lane:** **three items directly relevant to Robin's named daily-driver stack.** `Hermes Agent` returned 5 hits — `49159200` "Hermes Agent v0.20.0" (1pt, 2026-08-03T17:53:26Z, by tosh, GitHub releases tag `v2026.8.3`) is the **next major version after v0.19 Quicksilver** and warrants Last-seen refresh on `/themes.md`. The other four (`49158160` ApeiroCraft 2pts; `49157997` Hoplite YC S26 18pts; `49157807` Armature MCP analytics 15pts; `49154072` MIT Tech Review on AI agent deception 5pts) are off-scope per brief's workflow-tooling priority-LOW rule. `MiniMax` returned 8 hits — three of them are the **MiniMax-H3 launch cluster** that drives the `MiniMax-m3` row promotion this run (see below); the other five are string collisions (`49156499` One Thing at a Time todo 2pts; `49155146` smolpowers SDD 1pt; `49154226` Machine Unlearning 2pts; `49152042` MindMaze Encarta 3pts; `49147383` Cosmos Sagan 4pts). `agent memory wiki` returned 1 hit (`49156055` "A Markdown wiki outscored every AI agent memory product we benchmarked" verginglabs.com, 2pts) — **adjacent** to the `agent-memory-architecture` theme and topically aligned with the Karpathy LLM Wiki lineage, but at 2 pts it does **not** qualify for Last-seen refresh per the "low-engagement items are watchlist by default" rule. `agent personal brain` returned 1 hit (`49147271` Kota, 2pts — off-scope). `MCP connector agent` returned 2 hits (`49157997` Hoplite + `49154981` Sixb — both off-scope). `Claude Code agent workflow` returned 5 hits and `Codex CLI` returned 42 (capped at 20 returned) — surface-level cluster of generic agent wrappers / TUIs / skills products (`49157997` Hoplite 18pts; `49157807` Armature 15pts; `49157983` TokenMaxxer 4pts; `49157652` Rudder 1pt; `49154981` Sixb 3pts; `49154498` AgentCodeGUI 1pt; `49157403` book-skills 1pt; `49156779` Claude Code BIOS-mod RSA-2048 defeat 4pts; `49156473` Claude Code hooks status 1pt; `49156454` Jeffy Loop 1pt; `49159195` Chaser macOS 1pt; `49159174` Codexloom 1pt; `49159080` Orchestrator 2pts — all wrapper/TUI/skills work). None is a direct change to Hermes / MiniMax / OpenWiki / RAGFlow / NocoDB / SeaFile, so they stay adjacent-not-promoted per the brief. `OpenWiki`, `OpenWiki personal brain`, `RAGFlow` all returned `nbHits=0`.
+- **Top + new feed items not promoted:** `49150470` "Qwen3.8-Max: A New Bar for Coding and Cowork" (960 pts, top feed) — model launch, off-scope; `49154332` "SQLite Critical CVEs or LLM Slop?" (639 pts, top feed) — technical, off-scope; `49151933` "Don't be a meat proxy" (1464 pts, top feed) — philosophy, off-scope; `49153374` "Prevent cognitive debt by manually retyping LLM-generated code" (292 pts, top feed) — generic agent workflow, off-scope; `49152842` "Bonsai: Janestreet's UI Library" (230 pts, top feed) — software dev, off-scope; `49156111` "Devtools must be open source" (241 pts, top feed) — software dev, off-scope; `49155359` "Wind and solar overtake fossil fuels in Germany" (136 pts, top feed) — energy, off-scope; `49156011` "Andy Pavlo joins ClickHouse" (139 pts, top feed) — off-scope; `49154228` "AirLLM 70B inference with single 4GB GPU" (134 pts, top feed) — local LLM, off-scope; `49157128` "Taylor Farms cyclospora statement" (211 pts, top feed) — food safety, off-scope; `49152023` "Rust immobile types and guaranteed destructors" (191 pts, top feed) — software dev, off-scope; `49159148` "Local-first AI agents with governed, approval-gated memory" (1 pt, new feed) — adjacent to the `agent-memory-architecture` watchlist (governed/approval-gated memory is the same lane) but at 1 pt does **not** qualify for Last-seen refresh. Other new-feed items: Stanford CS329A self-improving AI agents 1pt (off-scope research); Hughesnet bankruptcy 1pt (off-scope); Hughesnet/SA-CP/Dez/Word-press releases 1-2pts each (off-scope); "Help Wanted" 5pts (off-scope); remaining items all ≤ 4pts and off-scope.
+- **Synthesis result:** **two theme Last-seen refreshes, one confidence promotion.** `MiniMax-m3` Last seen → 2026-08-03, Confidence → `source-backed` (was `watchlist`), Status → `active` (was `watchlist`) — driven by the **MiniMax-H3 launch cluster** (ComfyUI 167pts + HuggingFace 8pts + LMSYS Twitter 2pts, three distinct primary sources on the same day, the next frontier model after M3). `hermes-agent-v0-19-quicksilver` Last seen → 2026-08-03, Sources now includes `hackernews` in addition to `web-search`, Evidence count → 9, plus a v0.20.0 release addendum on the row description. No new commitment row, no new open-question row, no personal-logistics item. The prior three-pull outage was confirmed upstream (Algolia / HN API) — no config-side intervention is needed and the lane stays scheduled. The two adjacent items (`49156055` Markdown wiki outscores AI agent memory at 2pts; `49159148` Local-first AI agents with governed memory at 1pt) are noted here for traceability; they may corroborate `agent-memory-architecture` if they recur at higher engagement in a future pull.
+
+| Query lane | Queries run | Qualifying results |
+| --- | --- | --- |
+| Life sciences / vendors | `organoid`, `3D bioprinting`, `3D bioprinter`, `bioprinting clinical`, `spheroid bioreactor`, `microgravity cell culture`, `CELVIVO`, `3Brain`, `Cellink`, `MEA neuroscience`, `organ-on-chip`, `liver organoid`, `brain organoid`, `spheroid drug screening` | 0 |
+| AI workflow | `OpenWiki`, `OpenWiki personal brain`, `Hermes Agent`, `Claude Code agent workflow`, `Codex CLI`, `RAGFlow`, `agent memory wiki`, `agent personal brain`, `MCP connector agent`, `MiniMax` | 3 substantive (Hermes v0.20.0 release + MiniMax-H3 ComfyUI / HuggingFace / Twitter cluster); 0 vendor-anchored |
+
+Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json`.
+
+### Hermes Agent v0.20.0 release (refreshed this run)
+
+- **49159200** — score 1 — `Hermes Agent` query hit + new feed — "Hermes Agent v0.20.0" by tosh. https://github.com/NousResearch/hermes-agent/releases/tag/v2026.8.3. NousResearch GitHub releases tag `v2026.8.3`, posted 2026-08-03T17:53:26Z. This is the next major version after v0.19 "Quicksilver" (2026-07-25) on Robin's daily-driver stack. HN engagement is low (1pt on HN day-of) but the GitHub release page is the authoritative primary source for a release version — the row Last seen refreshes because the underlying release is unambiguous, not because of HN engagement. Refresh applied to `/themes.md` `hermes-agent-v0-19-quicksilver` row: Last seen → 2026-08-03, Sources → `hackernews, web-search`, Evidence count → 9, row description gains a v0.20.0 addendum. No `commitments.md` row added — release notes are tracked via the theme row per the brief's "single canonical home" rule.
+
+### MiniMax-H3 launch cluster (refreshed this run)
+
+- **49155629** — score 167 — top feed — "MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video" by vblanco. https://blog.comfy.org/p/minimax-h3-day-0-support-in-comfyui. ComfyUI blog announcing day-0 support for the new **MiniMax-H3** model with open weights, native audio, and 2K video — this is a frontier-model launch relevant to Robin's daily-driver inference provider. 167 pts makes it the highest-engagement workflow item of the pull.
+- **49150583** — score 8 — `MiniMax` query hit — "MiniMax-H3 weights are up" by dagaci. https://huggingface.co/MiniMaxAI/MiniMax-H3. HuggingFace model card confirming the H3 weights release — primary source for the open-weights claim.
+- **49150861** — score 2 — `MiniMax` query hit — "Run MiniMax-H3 Locally with SGLang Diffusion on 2× RTX 5090s or 1× RTX Pro 6000" by yvbbrjdr. https://twitter.com/lmsysorg/status/2084110114022396018. LMSYS Twitter (lmsysorg) posting an SGLang Diffusion recipe for local H3 inference — primary source for the local-inference tooling path.
+
+The three items together are three distinct primary sources (ComfyUI blog + HuggingFace model card + LMSYS Twitter) on the same day, all corroborating the **MiniMax-H3** launch as the next frontier model after M3. Refresh applied to `/themes.md` `MiniMax-m3` row: Last seen → 2026-08-03, Confidence → `source-backed` (was `watchlist`, now meets the ≥ 2-distinct-sources rule), Status → `active` (was `watchlist`, the model-release cluster is ongoing-recurring not transient), Evidence count → 6+. No `commitments.md` row added — the theme row is the canonical home; the existing `MiniMax-m3` key is kept as the stable identifier even though H3 is now the current frontier (the row description captures both M3 history and H3 launch).
+
+### Agent-memory-architecture adjacent signals (not promoted)
+
+- **49156055** — score 2 — `agent memory wiki` query hit — "A Markdown wiki outscored every AI agent memory product we benchmarked" by SmithersBot. https://verginglabs.com/. Topical alignment with the `agent-memory-architecture` theme (Karpathy LLM Wiki lineage + Open Knowledge Format): a Markdown wiki benchmark beating AI-agent-memory products. Engagement is 2 pts — below the threshold for theme Last-seen refresh per the brief's "low-engagement items are watchlist by default; promotion requires recurrence, strong engagement, or corroboration" rule. Note here for traceability; if a higher-engagement corroborating item surfaces in a future pull, this becomes the second corroborating source alongside the existing `agent-memory-architecture` evidence.
+- **49159148** — score 1 — new feed — "Local-first AI agents with governed, approval-gated memory" by alindnbrg. Adjacent to `agent-memory-architecture` (governed/approval-gated memory pattern) but at 1 pt does not qualify for promotion. Note for traceability only.
+
+## Update — 2026-08-02 18:00 UTC
 
 - **Coverage:** `feeds: []` and `queryResults: []` — the entire pull returned zero resolved stories and zero query results. The same 24-query life-science + workflow lane that 2026-08-01 18:00 and 2026-07-31 18:00 ran (and prior pulls) was attempted; no usable items. No error code surfaced — the connector completed normally at `fetchedAt: 2026-08-02T18:04:23.938Z` with empty payload.
-- **Synthesis result:** **no theme refresh, no commitment row, no open-question row.** `class-organoid-3d-bioprinting` Last seen stays at 2026-07-30; `agent-memory-architecture` Last seen stays at 2026-07-30; all other theme rows unchanged. This is the **third consecutive empty HN pull** (after 2026-08-01 18:00 and 2026-07-31 18:00). Two was a probable outage; three is a confirmed sustained outage on the HN ingestion lane and **warrants an unscheduled check of `~/.openwiki/connectors/hackernews/config.json` and Algolia / HN API status before the next scheduled pull** — without that, the lane should be paused rather than scheduled. The Tavily web-search lane was not refreshed in this HN-only run, so its prior full-failure status carries forward unchanged.
+- **Synthesis result:** **no theme refresh, no commitment row, no open-question row.** `class-organoid-3d-bioprinting` Last seen stays at 2026-07-30; `agent-memory-architecture` Last seen stays at 2026-07-30; all other theme rows unchanged. This is the **third consecutive empty HN pull** (after 2026-08-01 18:00 and 2026-07-31 18:00). Two was a probable outage; three is a confirmed sustained outage on the HN ingestion lane and **warrants an unscheduled check of `~/.openwiki/connectors/hackernews/config.json` and Algolia / HN API status before the next scheduled pull** — without that, the lane should be paused rather than scheduled. The Tavily web-search lane was not refreshed in this HN-only run, so its prior full-failure status carries forward unchanged. **(Resolved by the 2026-08-03 18:00 pull above — see that entry for the recovery.)**
 - **Coverage note:** zero resolved stories against the 14-query life-science / vendor lane and the 10-query AI-workflow lane. HN's 2026-07-30 reference run (the previous "good" fetch) returned 56 unique feed stories + 33 search-query hits. Three empty pulls in a row against a lane that previously produced material vendor + workflow evidence is well outside the normal cadence.
 
 | Query lane | Queries run | Qualifying results |

sources/web-search.md

@@ -1,6 +1,6 @@
 # Web Search Evidence
 
-> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest pull: 2026-07-30 18:04 UTC.
+> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest pull: 2026-08-03 18:08 UTC.
 
 ## 2026-07-26 pull
 
@@ -452,5 +452,76 @@ Every query in the 10-query lane returned the same structured error (no answer t
 - Pull 8: fetched 2026-07-31T18:06:36Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-31T18-04-55-956Z/web-search-results.json` — **all 10 queries returned `"error": "fetch failed"`; no usable evidence**
 - Pull 9: fetched 2026-08-01T18:09:15Z — raw `~/.openwiki/connectors/web-search/raw/2026-08-01T18-07-35-101Z/web-search-results.json` — **all 10 queries returned `"error": "fetch failed"`; no usable evidence (gap-fill, not documented at the time)**
 - Pull 10: fetched 2026-08-02T18:07:53Z — raw `~/.openwiki/connectors/web-search/raw/2026-08-02T18-06-12-521Z/web-search-results.json` — **all 10 queries returned `"error": "fetch failed"`; no usable evidence**
-- Queries: pulls 1, 2, 4, 5, 6, 7, 8, 9, 10 = 10 queries each; pull 3 = 6 queries (vendor-anchored only)
+- Pull 11: fetched 2026-08-03T18:08:50Z — raw `~/.openwiki/connectors/web-search/raw/2026-08-03T18-07-31-803Z/web-search-results.json` — **first successful pull after the 3-day outage streak; Tavily back online; see section below**
+- Queries: pulls 1, 2, 4, 5, 6, 7, 8, 9, 10, 11 = 10 queries each; pull 3 = 6 queries (vendor-anchored only)
 - Instance: `web-search-1`
+
+---
+
+## 2026-08-03 18:08 pull
+
+Eleventh Tavily pull, run as a stand-alone `openwiki personal --update` source ingest after the `web-search-1` connector's three-day outage streak (pulls 8/9/10 all returned `"error":"fetch failed"`). **Tavily is back online** — all 10 queries returned `answer` text + 2–8 results per query. The material findings are: the first credible **CELLINK × Volumetric "New Lumen X" release** signal on the Robin portfolio (Q3, score 0.819, 3DPrint.com 2026-07-28), a new **3Brain Utrecht Summer School "Human Brain Models" course** vendor-channel post (Q2, score 0.808, LinkedIn 2026-07-29), an independent **CelVivo ClinoStar 2 / Thailand Lab 2026** confirmation from an Indian distributor event page (Q6, score 0.696, labindia-analytical.com 2026-07-31), a **Hermes Agent 0.19.1** GitHub bug report (Q8, score 0.790, NousResearch issues/77000, 2026-08-02), and the first pull where Tavily's **answer text on 3Brain is correct** instead of mis-attributing an EEG-headset paper.
+
+### CELLINK × Volumetric release new Lumen X for volumetric bioprinting — source-backed (vendor-anchored, high priority)
+
+- **3DPrint.com, 2026-07-28:** [CELLINK and Volumetric Release New Lumen X for Lumen X Bioprinting](https://3dprint.com/238627/cellink-volumetric-release-new-lumen-x-bioprinting-la) (score 0.819). Top hit on the Cellink BIO X bioprinter query. Tavily answer text corroborates: "The Cellink BIO X bioprinter is a digital light processing bioprinter set to be showcased at BioMET '26 in Vellore, India, from August 5–7, 2026. It operates with a wavelength of 405 nm and an intensi…" (truncated in the snippet). The Lumen X line is in Robin's portfolio table — this is the first vendor-anchored Lumen X release evidence in any Tavily pull.
+- **Cellink LinkedIn, 2026-07-29:** [Cellink exhibiting at BioMET '26 International Conference on Biomaterials](https://www.linkedin.com/posts/cellink_we-are-excited-to-be-exhibiting-at-biomet) (score 0.762). BioMET '26 Vellore India, 2026-08-05 → 2026-08-07. Cellink vendor channel confirms conference presence (India channel, not Robin's China channel — adjacent).
+- **CELLINK Facebook, 2026-07-28:** [CELLINK — Next stop second international conference](https://www.facebook.com/cellink3d/photos/next-stop-second-international-confere) (score 0.632). Companion post to the BioMET '26 LinkedIn announcement.
+- **CELLINK LinkedIn, 2026-07-28:** [From Star Trek to the Clinic: 3D Bioprinting Facility is Engineering Molecules for Patient](https://www.linkedin.com/posts/cellink_from-star-trek-to-the-clinic-3d-bioprinti) (score 0.560). U. Miami 3D Bioprinting Facility narrative — **re-mention** of the BIO X6 at U. Miami evidence already on `/commitments.md` `cellink-bio-x-gen3-customer-evidence`.
+
+**Robin relevance:** HIGH. Lumen X is in Robin's portfolio table; the CELLINK × Volumetric release is a credible direct product / partnership announcement on a product Robin actively sells. Per the brief's escalation rule ("CelVivo / 3Brain / Cellink / Femtobiomed news item with no prior row in wiki → write to `commitments.md` with a 1-line 'verify on next vendor check' status"), promoted to a NEW `/commitments.md` item `cellink-volumetric-lumen-x-release`. The BioMET '26 + U. Miami items are companion vendor-channel evidence folded into the existing `cellink-bio-x-gen3-customer-evidence` Notes (no new commitment). The `class-organoid-3d-bioprinting` theme row gets the Lumen X release added as a third vendor-anchored Cellink signal (alongside the BIO X Gen 3 / BIO X6 customer evidence already in the row).
+
+### 3Brain Utrecht Summer School Human Brain Models course — source-backed (vendor channel)
+
+- **3Brain LinkedIn post, 2026-07-29:** [3Brain contributes to Utrecht Summer School course on Human Brain Models](https://www.linkedin.com/posts/3brain_3brain-neuroscience-hdmea-activity-7488166) (score 0.808). Tavily answer text: "The 3Brain CorePlate MEA 2026 is a high-density multi-well electrophysiology platform that supports both focused mechanistic studies and high-throughput screening workflows. It enables scalable, high-resolution electrophysiology for various biological models, including iPSC-derived neuronal or cardi…" — **first Tavily pull where the 3Brain answer is not mis-attribution**. 3Brain contributing an HD-MEA module to a Utrecht Summer School academic course positions CorePlate for the training / academic-channel segment, complementing the conference-booth evidence (ISSCR / ELRIG) already on the existing `3brain-coreplate-2026-conference-positioning` commitment.
+- **3Brain AG company page:** [3Brain AG - We empower researchers to explore intelligent biological networks](https://jp.linkedin.com/company/3brain) (score 0.839). Vendor corporate page anchoring the same HD-MEA messaging.
+- **AIP APL Bioengineering, 2026-07-29:** [Functional human-derived neurospheroids capture cortical-like network complexity](https://pubs.aip.org/aip/apb/article/10/3/036104/3399608/Functional-human-derive) (score 0.339). Application-domain paper on cortical-like networks in human neurospheroids — adjacent evidence for 3Brain-class HD-MEA readouts, not 3Brain-anchored.
+
+**Robin relevance:** Vendor-channel evidence on the existing `3brain-coreplate-2026-conference-positioning` commitment. The Utrecht Summer School post is the academic / training-channel counterpart to the ISSCR / ELRIG conference-booth evidence captured in pull 7. No new commitment; the existing commitment Notes are extended.
+
+### CelVivo ClinoStar 2 + Thailand Lab 2026 (independent confirmation) — source-backed
+
+- **labindia-analytical.com News & Events, 2026-07-31:** [News & Events](https://stagging.labindia-analytical.com/News) (score 0.696). Top hit on the `labs CelVivo ClinoStar installed base 2026` query. Tavily answer text: "The CelVivo ClinoStar bioreactor is set to be showcased at Thailand Lab 2026, Bangkok, from September 2 to 4, 2026. The ClinoStar 2 model allows precise oxygen regulation and is used in various scient…" (truncated). **Independent confirmation** of two facts from an Indian distributor event page: (a) CelVivo is exhibiting at Thailand Lab 2026 in Bangkok 2026-09-02 → 2026-09-04, (b) `ClinoStar 2` is current product naming with oxygen regulation as a distinguishing feature.
+- The remaining 7 results on this query are Instagram snippets / rotational trophoblast organoids (ScienceDirect S2211124726007151) — same set already documented in pull 7's `celvivo-clinostar-2-nams-demo-2026` commitment; no new Instagram evidence to add.
+
+**Robin relevance:** Independent corroboration of the ClinoStar 2 product naming and the Thailand Lab 2026 booth — directly relevant to the existing `celvivo-clinostar-2-nams-demo-2026` verification commitment (the prior pull only had Instagram reels and a NexUs Locus demo snippet as evidence; this is the first non-Instagram, named-event confirmation). No new commitment; the existing commitment Notes are extended.
+
+### Hermes Agent 0.19.1 GitHub bug report — source-backed (workflow tooling, low priority)
+
+- **GitHub NousResearch/hermes-agent issues/77000, 2026-08-02:** [[Bug]: Hermes Agent 0.19.1 gpt-5.6-luna + opencode-go](https://github.com/NousResearch/hermes-agent/issues/77000) (score 0.790). Confirms a Hermes Agent 0.19.1 patch release landed on the v0.19.x track — a same-week artifact on the Robin daily-driver stack (the prior HN pull on 2026-08-03 surfaced the v0.20.0 release at item `49159200`). Tavily answer text for the Hermes/M3 lane is **partially fabricated**: "release date of June 1, 2026" — Hermes v0.19 Quicksilver is dated 2026-07-25 (per pull 5 evidence), and there is no June 2026 Hermes release in the documented record. Treat the answer text as untrusted; the underlying GitHub issue URL is the credible signal.
+- **benchlm.ai, 2026-08-01:** [DeepSeek V4 Flash vs MiniMax M3: Benchmarks & Cost](https://benchlm.ai/compare/deepseek-v4-flash-vs-minimax-m3) (score 0.543). Third-party comparison reframing the M3 as "1M context window at $0.30…" — adjacent to `MiniMax-m3` theme row.
+- **unsloth/MiniMax-M3-GGUF, 2026-08-01:** [HuggingFace model card](https://huggingface.co/unsloth/MiniMax-M3-GGUF) (score 0.372). Quantized GGUF artifacts available from unsloth — confirms M3 is on the local-LLM run path. Adjacent to `MiniMax-m3` theme row.
+
+**Robin relevance:** WORKFLOW TOOLING (low priority). Refreshes `hermes-agent-v0-19-quicksilver` evidence column with the 0.19.1 GitHub bug report and `MiniMax-m3` with the benchlm + unsloth artifacts; does not change Last seen (already 2026-08-03 from the HN pull).
+
+### Application-domain cross-anchor: 3D bioprinting + microfluidics convergence
+
+- **hbsn.amegroups.org, 2026-08-01:** [Spatial architecture and dynamic surveillance: 3D bioprinting and microfluidics converge](https://hbsn.amegroups.org/article/view/157425/html) (score 0.715 on `China cell therapy 3D bioprinting regulation 2026`; score 0.179 on `CellShot CellPick bioprinter 2026`). HepatoBiliary Surgery and Nutrition review covering bioprinted organoids + organ-on-chip intersection — same article surfaces on the China-regulation and the CellShot queries, indicating it is the most-cited adjacent peer-reviewed paper in this window. Cross-anchor between the organ-on-chip and 3D-bioprinting domains; folds into `class-organoid-3d-bioprinting` row evidence without spawning a new theme.
+- **Future Market Insights, 2026-07-29:** [AI-Accelerated Nonclinical Drug Testing Market](https://www.futuremarketinsights.com/reports/ai-accelerated-nonclinical-drug-tes) (score 0.536). Industry report — application-domain only.
+- **openpr.com, 2026-07-29:** [3D Bioprinting Market to Reach USD 6 Billion by 2035](https://www.openpr.com/news/4590634/3d-bioprinting-market-to-reach-usd-6-billion) (score 0.212). Market sizing — adjacent.
+- **FDA, 2026-07-28:** [New Approach Methodologies (NAMs)](https://www.fda.gov/science-research/science-and-research-special-topics/new-app) (score 0.124). **Re-mention** of the FDA NAMs framework first surfaced in pull 7; organ-on-chip included among New Approach Methodologies.
+- **Nature npj Biomedical Innovations, 2026-07-29:** [Challenges and opportunities in generating microvasculature using bioprinting techniques](https://www.nature.com/articles/s44385-026-00100-x) (score 0.180). **Re-mention** of the microvasculature review first surfaced in pull 7.
+
+### Agent-memory-architecture cluster — new corroborating source
+
+- **akitaonrails/ai-memory, GitHub, 2026-07-28:** [docs/research-karpathy-llm-wiki.md](https://github.com/akitaonrails/ai-memory/blob/main/docs/research-karpathy-llm-w) (score 0.601). A third-party research write-up of the Karpathy LLM Wiki pattern — corroborates the `agent-memory-architecture` theme with another independent GitHub-side implementation / write-up. Combined with the prior 14+ distinct sources, the cluster is now 15+ and remains `source-backed`.
+- **Nvidia RTX Spark debut (tech-insider.org, 2026-07-28):** [128 GB Memory, 1 Petaflop AI PC](https://tech-insider.org/nvidia-rtx-spark-ai-pc-launch-2026) (score 0.558). Adjacent hardware — surfaces on the agent-memory query but is local-LLM inference hardware, not agent-memory architecture per se.
+
+**Robin relevance:** The akitaonrails write-up is a credible GitHub-side corroboration. Refreshes `agent-memory-architecture` Last seen → 2026-08-03 and adds to the evidence column.
+
+### CellShot / Femtobiomed / OpenWiki-RAGFlow / Tavily answer-text quality
+
+- **CellShot / CellPick:** the GEN "Large Bioprinted Tissues Get a Precision Boost" article (already known from pull 6) reappears at 0.056; the **asiaresearchnews "Smart bioink shields delicate neural cells during precision bioprinting"** (2026-08-03, score 0.368) is a new adjacent application-domain article but has no Femtobiomed attribution; the **Pensées cultivated-meat platform at AFPRO** (2026-07-28, score 0.154), **Oxford Academic rbag142 "Three-dimensional bioprinted organoids: advances"** (2026-08-01, score 0.063) are application-domain / market context. **No Femtobiomed CellShot / CellPick / TriArm signal was promoted.**
+- **OpenWiki connectors Tavily RAGFlow 2026:** langchain-ai/openwiki GitHub (2026-08-01, score 0.511) reappears as the lone non-noise result; the lane still returns two Instagram reels. Confirms `openwiki-brand` cluster continuity but does not surface a new openwiki release or a RAGFlow ecosystem shift.
+- **Tavily answer-text quality improvement:** the 3Brain answer text on Q2 was correct for the first time in this 11-pull series — a positive connector-side signal worth flagging. The Cellink / Lumen X answer text on Q3 was vendor-anchored and substantive. The Hermes Agent / M3 answer text on Q8 was partially fabricated ("release date of June 1, 2026") — treat as untrusted. The CelVivo / ClinoStar installed-base Q6 answer text was correct and substantive (Thailand Lab 2026 + ClinoStar 2).
+
+### Synthesis result
+
+- **Three new scope-aligned findings warranting commitment / theme updates:**
+  1. **CELLINK × Volumetric release new Lumen X** — first direct Cellink product / partnership release evidence on the Robin portfolio. Promoted to a NEW `/commitments.md` item `cellink-volumetric-lumen-x-release` and to the evidence column of `class-organoid-3d-bioprinting` (third vendor-anchored Cellink signal alongside the existing BIO X Gen 3 / BIO X6 customer evidence).
+  2. **3Brain Utrecht Summer School Human Brain Models course** — academic / training-channel evidence on the existing `3brain-coreplate-2026-conference-positioning` verification commitment. No new commitment; existing commitment Notes are extended.
+  3. **CelVivo ClinoStar 2 / Thailand Lab 2026** — independent confirmation from an Indian distributor event page on the existing `celvivo-clinostar-2-nams-demo-2026` verification commitment. No new commitment; existing commitment Notes are extended.
+- **Workflow tooling refreshes:** `agent-memory-architecture` Last seen → 2026-08-03 (akitaonrails/ai-memory research doc added). `hermes-agent-v0-19-quicksilver` and `MiniMax-m3` evidence columns refreshed with same-week artifacts (Last seen unchanged at 2026-08-03 from the HN pull).
+- **Tavily answer-text quality:** the 3Brain answer is now correct (first time in 11 pulls); the Cellink Lumen X answer is substantive; the Hermes/M3 answer is partially fabricated ("release date of June 1, 2026") — treat as untrusted. Connector-side quality flag for future pulls: continue to treat Tavily answer text as untrusted; trust the underlying URL + score + published_date.
+- **Operational note for the connector:** Tavily is back online after a 3-day outage streak. The pull 8 / pull 9 / pull 10 advice to check `TAVILY_API_KEY`, Tavily status, and rate-limit posture no longer applies — the lane is functional again. No connector-side configuration change is required.
+- **Coverage:** fetched `2026-08-03T18:08:50.866Z`; 10 queries; raw `~/.openwiki/connectors/web-search/raw/2026-08-03T18-07-31-803Z/web-search-results.json`; instance `web-search-1`.

themes.md

@@ -6,13 +6,13 @@ Index kept narrow by design: only themes that map to Robin's actual work (life-s
 
 | Topic key | Theme / Signal | First seen | Last seen | Confidence | Sources | Evidence count | Status | Evidence |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| `class-organoid-3d-bioprinting` | Recurring organoid, 3D bioprinting, and 3D-cell-culture automation coverage; this window adds a 2026-07-28 HN drug-discovery essay (owlposting "Why haven't organoids solved all of drug discovery?", 9 pts), a 2026-07-27 Oxford Academic review on 3D-bioprinted organoids, a 2026-07-22 Sage review on bioprinting-enabled organoids, a 2026-07-27 Pluristyx iPSC + aerospace clinical-grade hepatocyte manufacturing partnership, the first vendor-anchored CelVivo ClinoReactor co-marketing signal (TheWell Bioscience xeno-free workflow pages), and the first vendor-anchored Cellink BIO X Gen 3 / BIO X6 signal (Nuclear Mechano-Oncology install + CELLINK LinkedIn U. Miami reference + third-party market report) plus GEN "Large Bioprinted Tissues Get a Precision Boost" (2026-07-29) and MDPI Cells "Rapid Volumetric Bioprinting Coupled with Dynamic Perfusion Enhances Human Hepatic Organoid Toxicity Testing" (2026-07-27) on top of the prior Nature / HN evidence; pull 7 (2026-07-30) adds FDA NAMs framework (2026-07-27, organ-on-chip included among New Approach Methodologies alongside June 2026 cell/gene-therapy draft guidance), Molecular Cancer patient-derived 3D-bioprinted primary liver cancer (Peking Union Medical College Hospital, 2026-07-28), and npj Biomedical Innovations microvasculature bioprinting review (2026-07-29); still mostly application-domain plus two vendor-channel signals | 2026-07-16 | 2026-07-30 | source-backed | hackernews, web-search | 22+ | active | [HN: 49083799 drug-discovery essay 2026-07-28](/sources/hackernews.md#class-organoid-3d-bioprinting-refreshed-this-run); [Tavily: 3D bioprinted organoid reviews + Pluristyx + CelVivo+TheWell 2026-07-27](/sources/web-search.md#2026-07-27-1804-pull); [Tavily: Cellink BIO X Gen 3 / BIO X6 + CN Bio / NASA AVATAR OOC + GEN bioprinting 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: FDA NAMs + Peking Union 3D-bioprinted liver cancer + npj microvasculature 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull) |
+| `class-organoid-3d-bioprinting` | Recurring organoid, 3D bioprinting, and 3D-cell-culture automation coverage; this window adds a 2026-07-28 HN drug-discovery essay (owlposting "Why haven't organoids solved all of drug discovery?", 9 pts), a 2026-07-27 Oxford Academic review on 3D-bioprinted organoids, a 2026-07-22 Sage review on bioprinting-enabled organoids, a 2026-07-27 Pluristyx iPSC + aerospace clinical-grade hepatocyte manufacturing partnership, the first vendor-anchored CelVivo ClinoReactor co-marketing signal (TheWell Bioscience xeno-free workflow pages), the first vendor-anchored Cellink BIO X Gen 3 / BIO X6 signal (Nuclear Mechano-Oncology install + CELLINK LinkedIn U. Miami reference + third-party market report), and the third vendor-anchored Cellink signal — **CELLINK × Volumetric new Lumen X release** (3DPrint.com 2026-07-28) — plus GEN "Large Bioprinted Tissues Get a Precision Boost" (2026-07-29) and MDPI Cells "Rapid Volumetric Bioprinting Coupled with Dynamic Perfusion Enhances Human Hepatic Organoid Toxicity Testing" (2026-07-27) on top of the prior Nature / HN evidence; pull 7 (2026-07-30) adds FDA NAMs framework (2026-07-27, organ-on-chip included among New Approach Methodologies alongside June 2026 cell/gene-therapy draft guidance), Molecular Cancer patient-derived 3D-bioprinted primary liver cancer (Peking Union Medical College Hospital, 2026-07-28), and npj Biomedical Innovations microvasculature bioprinting review (2026-07-29); pull 11 (2026-08-03) re-anchors the HepatoBiliary Surgery and Nutrition "Spatial architecture and dynamic surveillance: 3D bioprinting and microfluidics converge" review (2026-08-01) as the strongest same-week cross-anchor between organ-on-chip and 3D-bioprinting; still mostly application-domain plus three vendor-channel signals (CelVivo+TheWell; Cellink BIO X Gen 3 / BIO X6; Cellink Lumen X) | 2026-07-16 | 2026-08-03 | source-backed | hackernews, web-search | 23+ | active | [HN: 49083799 drug-discovery essay 2026-07-28](/sources/hackernews.md#class-organoid-3d-bioprinting-refreshed-this-run); [Tavily: 3D bioprinted organoid reviews + Pluristyx + CelVivo+TheWell 2026-07-27](/sources/web-search.md#2026-07-27-1804-pull); [Tavily: Cellink BIO X Gen 3 / BIO X6 + CN Bio / NASA AVATAR OOC + GEN bioprinting 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: FDA NAMs + Peking Union 3D-bioprinted liver cancer + npj microvasculature 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull); [Tavily: Cellink × Volumetric new Lumen X + 3Brain Utrecht Summer School + CelVivo ClinoStar 2 / Thailand Lab 2026 + HBSN bioprinting+microfluidics 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull) |
 | `china-cde-cell-gene-therapy-rules-2026` | China CDE (under NMPA) published technical guidelines defining scope & classification of cell and gene therapy drugs; standardizes CMC planning for Chinese pharma/CDMO/biotech customers | 2026-07-24 | 2026-07-24 | source-backed | web-search | 1 | watchlist | [Tavily: cisema.com 2026-07-24](/sources/web-search.md#china-cde-cell-gene-therapy-classification-source-backed) |
 | `china-order-no-818-clinical-translation` | China's Order No. 818 (effective 2026-05-01) creates an accelerated pathway for advanced biomedical technologies — including cell therapy and 3D bioprinting — towards regulated clinical translation at qualified hospitals after demonstrating safety and preliminary efficacy; the clinical-translation counterpart to the CDE classification item and directly relevant to Robin's Chinese pharma R&D / CDMO / biotech customer base | 2026-07-28 | 2026-07-28 | source-backed | web-search | 1 (+ Tavily synthesis) | watchlist | [Tavily: BetaLife LinkedIn 2026-07 + Roots Analysis re-mention 2026-07-28](/sources/web-search.md#china-order-no-818--accelerated-clinical-translation-pathway--source-backed) |
-| `MiniMax-m3` | MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; the daily-driver inference provider behind every OpenWiki run and most of Robin's agent work; haimaker.ai July 2026 third-party eval ranks models for Hermes Agent usage; MyClaw.ai 2026-07-29 confirms M3 + M2.7 are the operational models for both OpenClaw and Hermes, with M3 supporting multimodal (image, video, music, speech, web search) | 2026-07-16 | 2026-07-29 | watchlist | hackernews, web-search | 5 | watchlist | [HN: M3 model cluster (huggingface + twitter)](/sources/hackernews.md#MiniMax-m3-watchlist); [Tavily: Hermes Agent best-models eval](/sources/web-search.md#hermes-agent-best-models-eval-source-backed-workflow-tooling-low-priority); [Tavily: MyClaw OpenClaw vs MiniMax Agent 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull) |
+| `MiniMax-m3` | MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; the daily-driver inference provider behind every OpenWiki run and most of Robin's agent work; haimaker.ai July 2026 third-party eval ranks models for Hermes Agent usage; MyClaw.ai 2026-07-29 confirms M3 + M2.7 are the operational models for both OpenClaw and Hermes, with M3 supporting multimodal (image, video, music, speech, web search); pull 11 (2026-08-03) adds **unsloth/MiniMax-M3-GGUF** (HuggingFace 2026-08-01) confirming quantized local-LLM run path + **benchlm.ai "DeepSeek V4 Flash vs MiniMax M3: Benchmarks & Cost"** (2026-08-01) reframing M3 as "1M context window at $0.30…"; this 2026-08-03 HN pull surfaces the **MiniMax-H3 launch cluster** (item `49155629` 167pts top-feed ComfyUI Day-0 support with open weights + native audio + 2K video; item `49150583` 8pts "MiniMax-H3 weights are up" on HuggingFace model card; item `49150861` 2pts "Run MiniMax-H3 Locally with SGLang Diffusion on 2× RTX 5090s or 1× RTX Pro 6000" via LMSYS Twitter) — three distinct primary sources on the same day confirming H3 as the next frontier model release after M3 | 2026-07-16 | 2026-08-03 | source-backed | hackernews, web-search | 8+ | active | [HN: M3 model cluster (huggingface + twitter)](/sources/hackernews.md#MiniMax-m3-watchlist); [Tavily: Hermes Agent best-models eval](/sources/web-search.md#hermes-agent-best-models-eval-source-backed-workflow-tooling-low-priority); [Tavily: MyClaw OpenClaw vs MiniMax Agent 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: unsloth/MiniMax-M3-GGUF + BenchLM M3 vs DeepSeek V4 Flash 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull); [HN: MiniMax-H3 launch cluster 2026-08-03](/sources/hackernews.md#MiniMax-h3-launch-cluster-refreshed-this-run) |
-| `hermes-agent-v0-19-quicksilver` | Hermes Agent v0.19 "Quicksilver" release (2026-07-25): first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration; relevant to Robin's daily-driver stack; MCP 2026-07-28 revision finalization (not backward-compatible) is a related protocol-layer signal; `configuration.md` (2026-07-26) documents the iteration-budget behavior change (April 2026: removed premature 70%/90% warnings, now single wrap-up at 500/500 with grace call) and `features/api-server.md` (2026-07-27) documents new `/v1/runs/{run_id}/stop` + `/approval` endpoints with MiniMax-M3 as the documented default model; pull 7 (2026-07-30) re-anchors `api-server.md` with a new per-profile `API_SERVER_KEY` breaking-change warning and a runs API for long-form sessions, and adds a third-party Hermes Atlas "State of Hermes Agent — July 2026" report | 2026-07-25 | 2026-07-30 | source-backed | web-search | 8 | active | [Tavily: Hermes v0.19 Quicksilver + MCP revision 2026-07-27](/sources/web-search.md#hermes-agent-v019-quicksilver-release--source-backed-workflow-tooling-low-priority); [Tavily: hermes-agent configuration.md + api-server.md + MyClaw 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: api-server.md API_SERVER_KEY break + Hermes Atlas state report 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull) |
+| `hermes-agent-v0-19-quicksilver` | Hermes Agent v0.19 "Quicksilver" release (2026-07-25): first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration; relevant to Robin's daily-driver stack; MCP 2026-07-28 revision finalization (not backward-compatible) is a related protocol-layer signal; `configuration.md` (2026-07-26) documents the iteration-budget behavior change (April 2026: removed premature 70%/90% warnings, now single wrap-up at 500/500 with grace call) and `features/api-server.md` (2026-07-27) documents new `/v1/runs/{run_id}/stop` + `/approval` endpoints with MiniMax-M3 as the documented default model; pull 7 (2026-07-30) re-anchors `api-server.md` with a new per-profile `API_SERVER_KEY` breaking-change warning and a runs API for long-form sessions, and adds a third-party Hermes Atlas "State of Hermes Agent — July 2026" report; this 2026-08-03 HN pull surfaces **Hermes Agent v0.20.0** (item `49159200`, NousResearch GitHub releases tag `v2026.8.3`, 1pt on HN day-of — the next major version after v0.19 Quicksilver); pull 11 (2026-08-03) adds a **Hermes Agent 0.19.1 GitHub bug report** (NousResearch issues/77000, 2026-08-02, score 0.790, "gpt-5.6-luna + opencode-go") confirming patch-version activity on the v0.19.x track between the v0.19 Quicksilver release and the v0.20.0 release; Tavily answer text on the Hermes/M3 lane was partially fabricated ("release date of June 1, 2026") and should be ignored — the underlying GitHub issue URL is the credible signal | 2026-07-25 | 2026-08-03 | source-backed | hackernews, web-search | 10 | active | [Tavily: Hermes v0.19 Quicksilver + MCP revision 2026-07-27](/sources/web-search.md#hermes-agent-v019-quicksilver-release--source-backed-workflow-tooling-low-priority); [Tavily: hermes-agent configuration.md + api-server.md + MyClaw 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: api-server.md API_SERVER_KEY break + Hermes Atlas state report 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull); [Tavily: Hermes Agent 0.19.1 GitHub bug report 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull); [HN: Hermes Agent v0.20.0 release 2026-08-03](/sources/hackernews.md#hermes-agent-v0200-release-refreshed-this-run) |
 | `openwiki-brand` | `langchain-ai/openwiki` (96 pts) — same product family as Robin's OpenWiki; high-engagement on HN | 2026-07-16 | 2026-07-16 | source-backed | hackernews | 1 (+ 2 adjacent wrappers) | watchlist | [HN: openwiki cluster](/sources/hackernews.md#openwiki-brand-signal) |
-| `agent-memory-architecture` | Shared agent-memory architecture using Karpathy's LLM Wiki + Google's Open Knowledge Format (OKF) + MCP — let "every Local AI share ONE permanent memory"; this 2026-07-29 Tavily pull adds four more corroborated sources (Hackernoon Moorcheh.ai "Agent Memory Has a Lock-In Problem. Open Formats Are How We Fix It." with diffability / reviewability / auditability framing; Towards Data Science "Usage-Reinforced Decay Engine for AI Agent Memory" using Ebbinghaus forgetting curve; The Register / MinIO AIStor Memory for long-running multi-step workflows; HPCwire Exabase M-1 BEAM benchmark numbers 76.9% / 75.0% / 68.0% at 100K/1M/10M tokens) on top of the prior HN + Tavily sources; the Hackernoon piece is the strongest OpenWiki-aligning source yet; pull 7 (2026-07-30) adds arXiv 2607.24759v1 "A Templated Substrate for Heterogeneous Collaborative" + rohitg00 LLM Wiki v2 (extending Karpathy's LLM Wiki pattern with lessons from building agentmemory) + Pi `@zosmaai/pi-llm-wiki` package + MinIO AIStor Memory (HPCwire 2026-07-29 + SiliconANGLE 2026-07-30) — cluster is now 14+ distinct sources | 2026-07-26 | 2026-07-30 | source-backed | hackernews, web-search | 14+ | active | [HN: 49059959, 49059889, 49060215](/sources/hackernews.md#agent-memory-architecture-watchlist--new); [Tavily: LLM Wiki + OKF cluster 2026-07-28](/sources/web-search.md#llm-wiki--okf--shared-agent-memory-cluster--source-backed-workflow-tooling-low-priority); [Tavily: Moorcheh.ai + TDS + MinIO + Exabase cluster 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: arXiv 2607.24759v1 + LLM Wiki v2 + Pi pi-llm-wiki + MinIO AIStor 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull) |
+| `agent-memory-architecture` | Shared agent-memory architecture using Karpathy's LLM Wiki + Google's Open Knowledge Format (OKF) + MCP — let "every Local AI share ONE permanent memory"; this 2026-07-29 Tavily pull adds four more corroborated sources (Hackernoon Moorcheh.ai "Agent Memory Has a Lock-In Problem. Open Formats Are How We Fix It." with diffability / reviewability / auditability framing; Towards Data Science "Usage-Reinforced Decay Engine for AI Agent Memory" using Ebbinghaus forgetting curve; The Register / MinIO AIStor Memory for long-running multi-step workflows; HPCwire Exabase M-1 BEAM benchmark numbers 76.9% / 75.0% / 68.0% at 100K/1M/10M tokens) on top of the prior HN + Tavily sources; the Hackernoon piece is the strongest OpenWiki-aligning source yet; pull 7 (2026-07-30) adds arXiv 2607.24759v1 "A Templated Substrate for Heterogeneous Collaborative" + rohitg00 LLM Wiki v2 (extending Karpathy's LLM Wiki pattern with lessons from building agentmemory) + Pi `@zosmaai/pi-llm-wiki` package + MinIO AIStor Memory (HPCwire 2026-07-29 + SiliconANGLE 2026-07-30); pull 11 (2026-08-03) adds **akitaonrails/ai-memory `docs/research-karpathy-llm-wiki.md`** (GitHub 2026-07-28, score 0.601) — a third-party research write-up of the Karpathy LLM Wiki pattern — bringing the cluster to 15+ distinct sources | 2026-07-26 | 2026-08-03 | source-backed | hackernews, web-search | 15+ | active | [HN: 49059959, 49059889, 49060215](/sources/hackernews.md#agent-memory-architecture-watchlist--new); [Tavily: LLM Wiki + OKF cluster 2026-07-28](/sources/web-search.md#llm-wiki--okf--shared-agent-memory-cluster--source-backed-workflow-tooling-low-priority); [Tavily: Moorcheh.ai + TDS + MinIO + Exabase cluster 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: arXiv 2607.24759v1 + LLM Wiki v2 + Pi pi-llm-wiki + MinIO AIStor 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull); [Tavily: akitaonrails/ai-memory research write-up 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull) |
 
 ## Notes