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  • Commitments - Active work tasks, follow-ups, approvals, and scheduled items extracted from sources (web-search, git-repo, literature flywheel-sync, etc.). Personal errands live in /personal-logistics.md instead.

  • 2026-07-16 工具链打通战报 - 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 - 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 errands, appointments, pickups, travel, household/life-admin deadlines, and other non-work logistics. Work commitments live in /commitments.md.

  • Robin's Local Knowledge Base - 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 2026-09-01 18:00 UTC hackernews-1 fetch is the twenty-second pull since 2026-08-07, surfacing a noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6 — organoid 4 substring-noise hits on organiz-/organi- (Executor / Supafork / Dashwise / Rxlab market — all coding-agent / homelab / financial-agent off-scope) + 3Brain 6 substring-noise hits on brain (Thinking Wattage AI vs Human Brain / HEPA air purifiers brain function / Keeplea / brain health / Intelligence Without Brains / depression neurons — all off-scope neuroscience / brain-culture items) + Cellink 10 substring-noise hits on celli-/helsinki/telling/selling collisions (Nori Robotics / GPT-OSS security audit / Proton Down / Don't call databases CP/AP / EU Cyber Resilience Act / Trump FCC punish journalist / How are you referring to software + agents / Selling Out / Americans UFOs / Claude Opus gotten worse — all off-scope items); CelVivo + openwiki + deepagents returned clean zero on both nbHits and items (the sixth fully-zero deepagents lane in a row after the 2026-08-27 first-positive LangChain deepagents 49461911 single-event thematic signal); 25 unique top+best items (top 21 + best 10 - 6 overlap: 49523754 Play Store blocks AuroraStore + 49520022 AnkiDroid donation link + 49512975 ASCII cyberpunk city + 49517448 Fastpotify + 49519939 small transformer essay + 49517624 Restroom Archive — the 25-item dedup count is -4 from the 2026-08-31 pull's 29 unique, a -4 drop driven by a less-populated 24-hour window with top 21/30 and best 10/30). One named-stack-adjacent item flagged for traceability — 49524447 "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s" (36 pts top + 34 cmts, by carloslfu 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project; 0.94 cmts-to-upvote ratio indicates substantive technical discussion rather than passive upvote stream) — 12th entry in the open-weight-LLM cluster of the 2026-08-07 streak, joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts — the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days, the strongest sustained engagement cluster of the entire 2026-08-07 streak; the Qwen3.8-Flash-Next-on-Mac item corroborates the MiniMax-m3 row's open-weight comparison anchor + the unsloth/MiniMax-M3-GGUF local-LLM run path — the MiniMax-m3 row on /themes.md gets a description refresh to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days with the 2026-09-01 49524447 Qwen3.8-Flash-Next-on-Mac 12th entry; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release; the prior 2026-08-31 agent-memory-architecture row refresh from 49511007 Almanac (YC S26) + the prior 2026-08-25 class-organoid-3d-bioprinting Last-seen refresh carry forward unchanged; Tavily (web-search) remains the productive lane for vendor news. The 2026-08-28 18:09 UTC git-repo-1 fetch observed vault HEAD unchanged at 9d4767c7 (0 new vault commits for the 3rd consecutive fetch since the 2026-08-24/25 burst, 3 calendar days stale); wiki HEAD bumped 502281f8 → 6024ac7 via 2 automated wiki commits (c992dd6 sources-sync 2026-08-28 — the fourteenth consecutive sources-sync re-applying the count-data wipe pattern + 6024ac7 16-file daily update 2026-08-28 reducing dirty count 17 → 5); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-28 fetch: Review/zhou2023_computer_vision_microfluidics.md 16 → 17-day (one-off interpretation confirmed at 2026-08-28 fetch, entry should be demoted to stale / not recurring carry-forward note on next synthesis pass), celvivo_commercial/ + templates/ 11 → 12-day (now confirmed one-off alongside the Review/ entry), deepread_40240593/ 4 → 5-day (working-folder pipeline hypothesis continuing to weaken — 4 consecutive silent fetches since the 2026-08-24/25 burst) — synthesis layer unchanged because vault produced no new external evidence. The 2026-08-27 18:00 UTC hackernews-1 fetch is the seventeenth pull since 2026-08-07, surfacing the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull — organoid 10 substring-noise hits + 3Brain 9 substring-noise hits + Cellink 4 substring-noise hits + deepagents 1 thematic hit (49461911 LangChain-AI/deepagents agent-harness repo, 1 pt); CelVivo + openwiki returned 0 hits; 32 unique top+best items. Five adjacents worth flagging for traceability, none promoting a /themes.md row — 49458161 Nvidia agrees to acquire Hugging Face for $13B (1719 pts, 802 cmts, highest-engagement item of the entire 2026-08-07 streak to date, the largest AI-infrastructure consolidation event of the streak) + 49458418 CEO fired developers to make room for AI. Developers create open source AI CEO (890 pts, 608 cmts, SenteLabsAI/OpenExecutive) + 49454314 The Hugging Face incident and the road ahead (324 pts, 417 cmts, OpenAI blog, highest comment-vs-upvote ratio on the pull at 1.29, direct corollary to the Nvidia-HF acquisition) + 49466917 Small Models Have Arrived (135 pts, 46 cmts, local-LLM cross-walk to the MiniMax-m3 row) + 49461911 LangChain-AI/deepagents agent harness (1 pt, 0 cmts, 7th entry in the now 14-day self-hosted-agentic-substrate cluster, ends the cooling-density pattern of the past 3 pulls 2026-08-24 + 2026-08-25 + 2026-08-26; cluster engagement now 792 pts across 7 items in 14 days; cluster density now 0.50 entries/day; strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + canonical open-source LLM framework). The 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero Algolia lanes are four consecutive fully-zero pulls bookended with the 2026-08-22 + 2026-08-27 substring-noise-only pulls — four fully-zero Algolia lanes in four consecutive pulls bookended by substring-noise-only Algolia lanes, the longest fully-zero streak of the 2026-08-07 streak to date; Tavily (web-search) remains the productive lane for vendor news; the open-weight-LLM cluster now totals 9 items / 2,686+ pts across 7 pulls over 10 days — the strongest sustained engagement cluster in the 2026-08-07 streak. The 2026-08-28 18:00 UTC hackernews-1 fetch is the eighteenth pull since 2026-08-07, surfacing a fully-zero Algolia lane on all 6 queries (no substring-noise false positives either — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls, the longest fully-zero streak of the 2026-08-07 streak to date (five fully-zero lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes); 31 unique top+best items. Five adjacents worth flagging for traceability, none promoting a /themes.md row — 49468818 Gemini-3.5-Transcribe (343 pts best, highest-engagement best-feed item of the pull, highest-engagement Google AI model item of the 2026-08-07 streak, closed-weight competitor to MiniMax-M3) + 49473522 NYT "Judge rules Trump administration's blacklisting of Anthropic was illegal" (318 pts top+best, NYT-side coverage of the federal-court AI-vendor-government ruling) + 49477055 Reuters companion (317 pts best, NYT+Reuters multi-source confirmation, highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak at 635 pts combined; cluster now ~1,786+ pts across 5 items in 5 pulls over 5 days) + 49475079 Luanti removed from Google Play due to baseless AI copyright notice (287 pts top+best, first AI-policy / copyright-DMCA signal in the 2026-08-07 streak, the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content) + 49479878 GLM-5.3 is now open-weight (268 pts top+best, 10th entry in the open-weight-LLM cluster, confirms the open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + 2026-08-26 Z.ai Ox Alpha cluster; open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); the prior 2026-08-20 class-organoid-3d-bioprinting Last-seen refresh carries forward unchanged. The 2026-08-30 18:00 UTC hackernews-1 fetch is the twentieth pull since 2026-08-07, surfacing a fully-zero Algolia lane on all 6 queries (no substring-noise false positives — same shape as the 2026-08-28 + 2026-08-29 fully-zero pulls, distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the eighth fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls, the longest fully-zero streak of the 2026-08-07 streak to date (eight fully-zero lanes in nine consecutive pulls bookended by substring-noise-only Algolia lanes); 27 unique top+best items (top 19 + best 12 - 4 overlap: 49492632 Tencent Hy4 + 49494520 Bug Blindness + 49497063 Brits private messages + 49494301 Rise and Fall of Agent Civilizations — the 27-item dedup count is a +13 jump from the 2026-08-29 pull's 14 unique items, the largest single-day dedup increase of the 2026-08-07 streak, driven by a more populated 24-hour window with top 19/30 and best 12/30 = highest best resolution of the 2026-08-07 streak since the 2026-08-15 16/30 and 2026-08-12 14/30 pulls). Five adjacents worth flagging for traceability, none promoting a /themes.md row — 49492632 "Hy4 preview" (364 pts top + 229 cmts, by shenli3514 2026-08-30, https://www.tencent.com/tencent-releases-and-open-sources-tencent-hy4-preview/ — Tencent blog, highest-engagement Tencent AI model item of the 2026-08-07 streak, 11th entry in the open-weight-LLM cluster, cluster now ~3,318+ pts across 11 items in 9 pulls over 12 days — the strongest sustained engagement cluster of the entire 2026-08-07 streak) + 49498201 "Claude Session URL appended to commit messages and PR descriptions by default" (116 pts top + 143 cmts, by sparsesignal 2026-08-30, https://github.com/anthropics/claude-code/issues/66504 — GitHub Anthropic claude-code issue, named-stack-adjacent by Claude Code / Codex CLI competitor-coding-agent framing, highest comment-vs-upvote ratio item of the pull at 1.23) + 49494301 "The Rise and Fall of Agent Civilizations" (177 pts best + 103 cmts, by consumer451 2026-08-30, https://www.dwarkesh.com/p/openai-huggingface — Dwarkesh Patel essay / interview, strongest agent-substrate essay adjacency of the 2026-08-07 streak since the 2026-08-23 "What Is a Harness?" entry, direct cross-walk to hermes-agent-v0-19-quicksilver row's agent-as-primary-compute-substrate narrative) + 49498095 "No AI Fridays" (240 pts best + 157 cmts, by xendo 2026-08-30, https://noaifridays.com/ — noaifridays.com AI-workplace-policy movement, strongest AI-workplace-policy adjacency of the 2026-08-07 streak) + 49499867 "Haiku R1/beta6 has been released" (92 pts top + 20 cmts, by metrofun 2026-08-30, https://www.haiku-os.org/news/2026-08-26_haiku_r1_beta6 — Haiku OS, off-scope per scope); the open-weight-LLM cluster now totals 11 items / ~3,318+ pts in 9 pulls over 12 days — the strongest sustained engagement cluster of the entire 2026-08-07 streak, surpassing the AI-vendor-business-stack cluster's 6 items / ~2,522+ pts and the self-hosted-agentic-substrate cluster's 7 entries / 792 pts; the prior 2026-08-20 class-organoid-3d-bioprinting Last-seen refresh carries forward unchanged. 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. 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. The 2026-08-31 daily update (c9e2770, 2026-08-31T02:18 +0800 — single-connector raw-data refresh combining the HN-1 2026-08-31T18:00Z Almanac-anchored agent-memory-architecture refresh + git-repo-1 2026-08-31T18:09Z 5-paper CelVivo LDR burst fetch + web-search-1 2026-08-31 (skipped)) committed 15 files (.last-update.json + index.md + quickstart.md + sources/README.md + sources/git-repo.md + sources/hackernews.md + sources/index.md + sources/nocodb.md + sources/openwiki-version-drift.md + sources/ragflow.md + sources/seafile.md + sources/web-search.md + sources/wikijs.md + themes/05-robin-research.md + themes/index.md); the wiki HEAD then bumped to 9582deadda4681fe1481f9992905230ace7e5990 via the 2026-08-31 sources-sync (9582dea, the seventeenth 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 + ebb95c0 2026-08-26 + 502281f 2026-08-27 + c992dd6 2026-08-28 + 37d1ba6 2026-08-29 + d56da3a 2026-08-30 + now 9582dea 2026-08-31); the 2026-08-31T18:09Z git-repo-1 fetch (vault HEAD bumped from 9d4767c7 to 391e47131679ce9edf0f525236e78ebb13e0d232, 5 new vault commits — THIRD consecutive single-day 5-paper LDR burst anchored on CelVivo platform: eb24ab72 Stewart 2023 + 030f31ed Aiello 2025 + fad7e21e Nguyen 2024 + 4fca0123 Miao 2025 + 391e4713 Yan 2024, all landing at the NEW obsidian-vault/04-Literature/Deep-Reads/CelVivo/ capital-V parallel subfolder — Robin's first parallel-naming deep-read subfolder convention; combined with the 2026-08-23/24 + 2026-08-24/25 bursts Robin has produced 15 LDR papers in 8 calendar days) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the new "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph below for the full 2026-08-31 fetch delta. The 4 carry-forward untracked directories bumped carry-forward at the 2026-08-31 fetch — Review/ 19 → 20-day (18 fetches silent, one-off interpretation confirmed at 2026-08-28 fetch continues to carry forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches, entry remains demoted to stale / not recurring carry-forward note), celvivo_commercial/ + templates/ 14 → 15-day (one-off interpretation confirmed for both entries at 2026-08-28 fetch alongside Review/ — same duration as Review/ confirmation, carrying forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches), deepread_40240593/ 7 → 8-day (working-folder pipeline hypothesis continuing to weaken — 7 consecutive silent fetches since the 2026-08-24/25 burst, mtime unchanged 2026-08-24 16:31 +0800) — synthesis layer changes because vault produced 5 new vault commits (CelVivo ClinoStar/ClinoReactor + brain organoid infectious-disease / reproducibility + vascularized lung/gut).

  • OpenWiki 现状 + 操作手册 (2026-07-27) - 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 - 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.

Directories