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Agents log 2026-11-08

Author
Tom Rochette
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Created: / Updated: / Status: finished / 33 minutes read (~6479 words)
agents 118
Table of Contents

(daily refresh, 1)
#

  • automated-research-feature-matrix: corrected the Lean row, where the October 29 InternAgent insertion had shifted Harmonic Aristotle’s Yes onto InternAgent and the November 7 column fix passed the row over as unaffected; moved the Local Deep Research surface cell to v2.0.0 and the OpenResearch surface cell to v0.2.25; harmonized the AutoContext operator cell’s commit counts with its note.
  • local-deep-research: recorded the v2.0.0 release published the evening of November 7 on PyPI and GitHub, hours after the morning verification: FastAPI and Uvicorn web rebuild, app-wide security hardening, new engines, mid-generation Stop, 1,010 commits over ten weeks from 40 contributors, and the breaking database migration leaving v1.10.7 unable to open upgraded data.
  • autokernel: rotation re-verification corrected the liveness signal per the default-branch rule: the October 23 and November 5 pushes were side-branch commits on autokernel/blackwell (tip November 5, decode_step stream handling), the default branch quiet since 2026-03-19.
  • openresearch: push moved to November 8 (post-release message-box fix); surface cell moved to v0.2.25 in the matrix.
  • arbor: corrected the momentum cautions that still recorded the September 8 push after the Status moved to the November 3 batch; default-branch tip confirmed at November 3.
  • aris: rotation re-verification clean: all eight references live, 87-skill count holds, v0.4.28 still latest, nothing on main after the November 6 WeChat refresh.
  • aide-ml: rotation re-verification clean: all six references live, PyPI still 0.2.2, quiet since October 16.
  • ai-researcher: rotation re-verification clean: all six references live, dormancy and the missing license file confirmed.
  • agent-laboratory: rotation re-verification clean: dormant since 2025-08-20, all cited URLs live.
  • assistant-runtimes: astrbot - rotation re-verification: every cited URL re-fetched live, v4.29.4 (2026-10-31) confirmed still the latest release, the openclaw-alternative repo description, the platform table with the 1,000-plus-plugin marketplace, the Agent Sandbox, the referral-link provider table, and the zero-English-footprint record intact, with refreshed adoption numbers
  • assistant-runtimes: zeroclaw - rotation re-verification: every cited URL re-fetched live, v0.8.7 (2026-10-27) confirmed still the latest release, the ownership motto and the provider, channel, and tool counts intact, the Android port still archived at 307 stars, and the Cautions open-issue figure corrected from a stale 1,060 to the current count
  • assistant-runtimes: qwenpaw - recorded v2.3.0-beta.2’s GitHub release tag (published 2026-11-02) joining its 2026-10-30 PyPI upload, with the registry re-checked (2.2.2.post1 still the newest stable) and refreshed adoption numbers
  • assistant-runtimes: openworker - recorded the skills-package distribution line opening beside the desktop releases (skills-v0.1.0-beta.2, published 2026-11-07: the openworker-apps app-building skill shipped as a SKILL.md package ZIP for Claude’s skill-upload screen)
  • assistant-runtimes: openhuman reads 42,588 stars on 2026-11-08, about +10 in one day (the slowing trend continuing) against OpenClaw’s 394,164, the q13 OpenClaw-class scale trigger stays unfired, openhuman held
  • ellipsis: rotation re-verification, every cited URL live, prices unchanged, CLI pushed November 7, org description restored, YC rewritten to agent-cloud pitch, $100 credit still on no surface, blog newest post still July 28
  • greptile: rotation re-verification, every cited URL live, no factual drift
  • kodus: volatile re-verification, push to November 8 (main November 7), no release after 2.2.12, prices unchanged
  • qodo: recorded v0.50.0 (November 7), host-only hardening plus PyPI Trusted Publishing, Teams output sink, Sonnet 5.5/Haiku 5.5 and Kimi K3/K3.1 Pro support
  • openqodex: volatile re-verification, push to November 8 (main November 7), no release after 0.16.0, npm trailing month 8,281 to November 8
  • code-review-feature-matrix: OpenQodex npm cell refreshed to 8,281 trailing-month downloads, star figures untouched
  • context-engines: : Meirtz/Awesome-Context-Engineering unchanged since 2026-11-06 (no commits), entrant scan carried over with no additions
  • repomix: release v1.19.0 (MCP server on SDK v2 with the 2026-07-28 protocol, pack progress and cancellation, –compress golden-test accuracy fixes) after 48 days at v1.18.1; full rotation re-verified
  • graft: npm moved to v0.29.0 (2026-11-06, no changelog section yet) and main’s 2026-11-07 batch recorded (Claude memory import in trail init, learning files one per session or per PR, Windows blast radius, graph-and-search correctness pass)
  • graphify: release v0.9.104 (2026-11-08) recorded, a security fix stopping the /graphify skill runbook from substituting the agent-supplied scan path into generated Python code, plus a Solidity receiver-call fix
  • headroom: main’s 2026-11-08 batch recorded (headroom wrap droid as a sixteenth wrapped agent, model-router shadow mode, unified Anthropic Cloud and local oMLX routing, per-request cost_usd in /stats), unreleased in npm
  • jevgrep: main’s 2026-11-07 vendored-skill work recorded (find-state-machines installed, skills linked into .claude/skills); npm unchanged at v0.8.5
  • repowise: main’s 2026-11-08 merge batch recorded (Dapr pub/sub reading, MCP latency log p50/p90, empty-search recovery hint, decision and plugin fixes); PyPI unchanged at 0.60.1
  • rtk: dev-1.2.0 candidate train advanced to rc.620 (2026-11-07); stable remains v1.1.0
  • toon-format: rotation re-verified, spec still v4.4, trailing-month npm figure 9,756,384 to 2026-11-08
  • augment-code: rotation re-verified; augmentcode.com/product/intent now redirects to intentapp.dev and the Cosmos launch post redirects to /product/cosmos
  • entroly: 2026-11-08 push carried no main commits beyond the recorded 2026-11-07 batch and no release; note stands, pushed date refreshed
  • context-engines: semble and sol-pi: 2026-11-08 pushes resolved as non-default-branch activity (main quiet since 2026-11-03 and 2026-10-18, no releases); notes untouched per the 2026-10-25 ruling
  • control-planes: fixed the feature matrix Current status row’s alignment, where TinyAGI’s cell had been dropped and Tracekit’s and Vestige’s cells shifted into neighboring slots with a stale Vestige duplicate left behind
  • control-planes: corrected the matrix’s arifOS governance and status cells to the repo_live_divergence drift line its note has recorded since 2026-11-05
  • control-planes: caught the matrix’s SettleBridge status cell up to its note (178 commits, pushed 2026-11-07)
  • cc-safety-net: npm train moved to 2.7.5 (2026-11-08), which lets remote shell tools (adb shell, ssh-backed plugin tools) be declared so their commands are analyzed instead of passing unchecked
  • openappa: release train moved to v0.39.0 (2026-11-08), shipping the recorders change as a breaking release that removes the old file-tracking configuration and MCP tools, with v0.39.1 tagged the same day without a release page
  • paperclip: backlog regrew again to 6,517 with the push date at 2026-11-08, release line holding at v2026.1106.0
  • agentfield: candidate line reached v0.1.146-rc.20 (2026-11-07), PyPI holding at 0.1.145
  • hol-guard: coverage contract re-checked 2026-11-08 and still unrenewed, pinned to 3.0.1, 30 days past its 2026-10-09 expiry
  • databricks-unity-gateway: datapao reference moved to datapao.com/blog/databricks-unity-ai-gateway after the old path began redirecting, content unchanged
  • control-planes: feature-matrix volatile cells refreshed for the eleven members whose repositories moved since their last verification

(daily refresh, 2)
#

  • agent-qa: recorded the v0.3.3 release (2026-11-07, clean refusals and exit codes); npm tracks 0.3.3.
  • better-harness: rotation re-verification, every cited URL live; corrected the quiet-since-2026-10-20 line, the default branch resumed 2026-10-24 to 10-26 and merged its first outside contribution on 2026-11-07 (PR 213); npm still 0.6.6, no thread of its own.
  • crit: activity line refreshed, the default branch moved 2026-11-07 (dev-dependency bump), v0.23.2 still the newest release.
  • deepeval: activity line refreshed, pushed 2026-11-07 (TypeScript build fixes); PyPI still 4.3.3.
  • frontierharness-eval: rotation re-verification, every cited URL re-fetched and live; repository unchanged (last push 2026-09-08, no license).
  • harnesstax: recorded two more AgentBRANE dashboard-build republications (2026-11-08); the profiling traces remain unpublished.
  • hunk: activity line refreshed, the default branch moved 2026-11-07 (keypad-navigation fix, three extension-marketplace additions), v0.24.1 still the newest release.
  • jevals: activity line refreshed, the default branch moved 2026-11-07 (CI dependency bump), PyPI re-confirmed at 0.1.4.
  • langfuse: activity line refreshed, pushed 2026-11-08; v4.76.0 still the newest release.
  • phoenix: activity line refreshed, the client train moved (otel 0.17.3, client 7.18.2, CLI 1.20.1) while the platform holds at 21.0.0.
  • plannotator: recorded the v0.28.52 release (2026-11-08, the Inbox can start Claude Code and Pi sessions, locally or on a linked machine).
  • pr-lens: recorded the v0.15.0 release (2026-11-07, bundling the merged-only CLI hardening and the data-model lens) and the npm CLI at 0.15.1 (renderer 0.6.0).
  • researchclawbench: rotation re-verification, every cited URL re-fetched and live; repository unchanged, HN search still zero hits.
  • reviewbench: recorded the aka-code-reviewer and Zeroshot Code Review onboardings (PRs 103 and 106, merged 2026-11-06, twenty-two total), missed by the running twenty count; no further merged pull requests.
  • evaluation-review: matrix maturity cells refreshed (agent-qa v0.3.3, PR Lens v0.15.0, Jevals 49-day age); membership and column sort unchanged.
  • executions: aeon - refreshed counters (1,547 commits, pushed 2026-11-08); proof-of-work counts re-confirmed unchanged.
  • executions: airut - refreshed counters (3 open issues, pushed 2026-11-08); release line unchanged at v0.27.1.
  • executions: github-agentic-workflows - refreshed forks to 621; release train and advisory record unchanged since the 2026-11-05 pair.
  • executions: codex-action - fully re-verified in rotation with every cited URL re-fetched; claims unchanged, counters refreshed (185 forks, 84 open issues and pull requests).
  • executions: copilot-automations - fully re-verified in rotation with every cited URL re-fetched; recorded automation groups with self-proposed improvements, the per-run write-scope option, and the Copilot-event trigger filter.
  • executions: no membership change; matrix, index list, and category fit re-checked clean; no dedicated source candidate found.
  • oh-my-pi: npm train reached 18.18.1 (November 8), Cursor tool-batch-order and Codex Pro Max account-routing fixes plus catalog pricing corrections; push date 2026-11-08.
  • om-o: train reached v5.1.64 (both November 7), memory sync boot timing, whole-line edit convergence, journal-index memory reduction, memory git hardening; push date 2026-11-08.
  • qwen-code: stable train reached v0.27.0 (November 7) with multi-child managed-agent questions, Web Shell Q&A heatmap, GitHub channel Repository Filter, and CRLF-safe sed edits, beside an sdk-typescript-v0.1.30 tag (November 8); push date 2026-11-08.
  • mirror: OpenRouter Beam 1.0 pricing returned to the October 21 baseline ($0.30/$1.00 per million tokens, cache reads $0.04) from the late-October $0.25/$1.00 with $0.05 cache reads; Price history row appended.
  • cline: marketplace installs refreshed to 5,870,736 (as of 2026-11-08), v4.1.26 still newest release.
  • gemini-cli: commit count refreshed to 6,600 (as of 2026-11-08), v0.67.0 (November 4) named latest tagged release.
  • gptme: v0.36.0 still newest stable, contributor counts refreshed (TimeToBuildBob 2,795, order unchanged).
  • bullet: v1.4.23 still newest build on npm and the desktop releases repository, monthly npm downloads 154.
  • exo: push date 2026-11-08, still no tagged releases, FrontierHarness figures unchanged.
  • avante-nvim: push date 2026-11-08, v0.5.0 still newest tag.
  • harnesses: category: volatile pass verified codex (rust-v0.167.0), crush (v0.100.0), mimo-code (v0.1.16), opencode, and warp-agent-cli current with no note edits needed.
  • baml: recorded the fresh 0.25.3 nightly line (the 20261106.a build, published 2026-11-07) beside the stable train holding at 0.25.2, pushed 2026-11-08, npm trailing-month 1,271,349 (2026-10-09 to 11-07), the stale 400-issue caution corrected to 367
  • cua-s1: host pushed 2026-11-08, the cua-s1 component still untouched since the 2026-10-20 client security fix, the new cua-spaces v0.22.2/0.22.3, cua-spacesd v0.12.6/0.12.7, and cua-driver-rs v0.43.2 releases missing it
  • laya: 0.4.28 (2026-11-07, signed policies verified straight from the zip first) and 0.4.29 (2026-11-08, off-topic records to review, a changed-option crash fix, unbound questions stop routing) released, PyPI at 0.4.29, pushed 2026-11-08
  • jeff: out-of-rotation correction, the Python and Node SDKs are published after all (jeff-sdk 1.4.1 on PyPI and npm, 2026-11-06, missed by the 11-07 verification) and the README quickstart installs from the registries, Rust, C#, and Java still without registry commands
  • ollaya: definition sentence corrected to the thirty families the Status recorded since decision2 reached the site 2026-11-05
  • jevlike: rotation re-verification, all five references live, the repository frozen at 2026-09-16, nothing moved
  • semif: rotation re-verification, all seven references live, only the fork count moved (357 to 356)
  • system1-arena: rotation re-verification, all five references live, the dataset’s download count 481 to 620, the HN footprint still zero
  • anthropic-structured-outputs: rotation re-verification, all five cited URLs live, the supported-model list and token table unchanged
  • hybrid-execution: feature-matrix volatile cells moved for the three signaled members and out-of-rotation repairs (Jeff’s kind, API-surface, and maintenance cells to the platform pivot’s current state, Ollaya’s provider-breadth cell to 30 families, Guardrails, tool-eval-bench, and Valen pushed dates, SemIf and System1-Arena maintenance cells rewritten to their quiet states), day counts swept, no membership change
  • hybrid-execution: the category’s dedicated-source check re-run, andyrewlee/awesome-system-one live with a 2026-11-08 review-fix commit and no content additions since 2026-11-05, wiring still pending
  • hybrid-execution: category checks clean (links, front matter, chart markup, matrix membership, sort, cell counts, index list), no cross-category moves
  • basic-memory: pricing restructured (per-seat Team and Business replaced by Cloud $19/mo per workspace with 1,900 credits, Pro $99/mo, Business $249/mo, usage credits $0.01, SSO/BAA now paid add-ons, Price history row); November 5-to-7 pending performance train recorded with the breaking removal of note formatting and format_on_save; PyPI still 1.0.0, push refreshed to 2026-11-07.
  • claude-mem: recorded v15.11.1 and v15.12.0 (both November 7): Pro sign-in repair via better-auth, paused workers releasing claims, SessionStart context fitted under the 10k limit, images kept by default with a My Work gallery and 25 GiB per-owner cloud quota, PreToolUse lookups scoped per platform, settings-API restrictions, Claude app plugin renamed cmem-pro; npm in sync at 15.12.0, trailing-month downloads 109,431.
  • agentmemory: November 8 pending batch recorded (session time filters, the three-saved-memories cap dropped in search, evicted-memory index cleanup, facet healing, SessionEnd and PreToolUse hook fixes, MCP-shim 15-second cutoff removed, configurable summary deadline); npm in sync at 0.9.32, trailing-month downloads 72,036.
  • gbrain: recorded the train to v0.60.613.0 (November 7-8): installs now follow a soak-gated stable channel by default ending the every-release upgrade train, a TLA+ refresh-barrier model runs in CI, three ingest-capture race fixes (no 202 on dropped captures with webhook timing hardened, no stale second write from retries, no newer-edit reverts), fence-external fact retirement stopped with the unwithdrawn-facts repair, doctor foreign_writers fail-closed.
  • deja: recorded the November 7-to-8 pending train (ZCode Desktop 3.17+ hooks wiring with the doctor fix, auto-seeded repo memory with coupled-file wiring and error remedies, semantic-floor calibration, winning-record offset reads); the nightly channel keeps publishing.
  • hindsight: recorded the November 6-to-7 pending batch (document PATCH tag operations, concurrent-retain deduplication, once-per-fact recall token counting, export-archive prefixing, racing-restore refusal, entity-search and staleness efficiency); no release after v1.2.0, downloads 189,234 trailing-month.
  • everos: pending 1.6.0 line extended (November 5-6): atomic session writes, root-lock ordering, cascade tombstone and claim-reset fixes, reflection member-count fix, EverMemOS ACL 2026 paper cited; still unreleased at v1.5.1 on GitHub and PyPI.
  • openviking: pending batch extended (November 6-8): Studio file-tree view with scope selectors, LangChain Store persistence, authentication, and Unicode fixes, config compatibility fix, Go SDK inline skill Markdown, empty-ATX-heading parse fix; [email protected] released November 6.
  • memu: recorded the November 5 pending work (memory query quality and retrieval diagnostics, HTTPS proxy fallback restored, SQLite hydration preserving scope fields) and the license file’s rename to LICENSE.txt, which the GitHub detector stopped recognizing (NOASSERTION) while the text stays standard Apache-2.0.
  • mem0: rotation re-verification clean, all twelve cited URLs live; the only default-branch commits since October 31 are Vanta Dependabot security fixes (November 4 and 6) plus the msal-node CVE-2026-109461 upgrade, no release after ts-v3.3.1.
  • tencentdb-agent-memory: rotation re-verification clean, all six cited URLs live (v2.0.3 still latest, npm plugin still 1.0.3); recorded the default branch’s change to feat/server_team, a parallel branch mirroring main with no new commits since November 4.
  • belief-context-graph: rotation re-verification clean, all six cited URLs live, no facts changed (still zero tagged releases, main quiet since October 15).
  • cabinet: rotation re-verification clean, all five cited URLs live, no facts changed (quiet since August 25, pricing page unchanged, create-cabinet 0.5.0, Show HN still 16 points).
  • claude-obsidian: rotation re-verification clean, v3.0.1 still latest and the repository quiet since October 25; the footprint scan’s two new loose matches resolved as unrelated (Basic Memory’s March 2025 Show HN and a March 2026 tax-filing post whose URL slug carries the phrase).
  • supermemory: November 7 push resolved to side branches, main quiet since November 2; trailing-month downloads refreshed to 590,683 (2026-10-09 to 11-08).
  • plur: November 8 push resolved to side branches again, default branch still quiet since the v0.23.0 train.
  • memmachine: November 5 push resolved to side branches, default branch quiet since November 2.
  • memos: November 7 push resolved to side branches, main’s only commit since the last verification the recorded November 4 DSH-preview support; PyPI MemoryOS still 2.0.33.
  • memory-feature-matrix: Basic Memory’s pricing cell moved to the workspace-credit ladder and the pricing-spread paragraph and choosing bullet moved it into the $19 tier, traced to the note’s Price history row.
  • memory: Basic Memory’s index one-liner updated for the new per-workspace credit cloud ladder.

(daily refresh, 3)
#

  • model-access: opencode-go - rotation re-verification: Hy4 joined as its own paid row ($0.834/$2.501 under $60 on Go) with a product-page banner, Crouton Alpha Free joined as a third stealth free model, docs list 32 entries against the product page’s 31, endpoint bases moved to inference/go/, DeepSeek V4.1 Flash limit read $100/$200 where the note carried $80/$160, DeepSeek zero-retention renewal moved to November 30.
  • model-access: opencode-zen - rotation re-verification: free roster ten to thirteen rows (Iceman Free, Inkling 2 Small Free, Crouton Alpha Free), Qwen3.7 Plus left the table for Qwen3.6 Plus and Qwen3.5 Plus, Pulse Alpha Free deprecation (Nov 6) joined the table, fee and cited rates unchanged, price-gap caution re-based on fresh OpenRouter catalog reads.
  • model-access: supergrok - rotation re-verification: ladder, SpaceXSI branding, FAQ pool scope, and API rates unchanged; Warp republished Nov 4 still claiming API in the shared pool, divergence stands.
  • model-access: chatgpt-plans - rotation re-verification: plan prices unchanged, Terra/Astra rates and the Nov 21 Sol floor still displayed; the Oct 29 Pro-allowance doubling cited from independent analysis with the OpenAI help articles 403; consumer pricing page answered 200 with figures still client-side.
  • model-access: litellm - release train: v1.108.3 patched the stable line (2026-11-07, LTS, AWS Bedrock fix), v1.110.0-dev.2 took the train head (2026-11-08).
  • model-access: experiential - volatile refresh: pushed 2026-11-08 with no release past v0.7.234; pricing page holds plan prices and the 2026-11-01 rate cuts, model count 960, discount rows now render with the 10-29 figures plus a daily discount-savings allowance statement, FAQ disagreement persists.
  • model-access: llm-gateway - volatile refresh: pushed 2026-11-08, v1.24.0 still latest; PAYG and DevPass pages unchanged (2x cards, 100+ model catalog).
  • model-access: localai - volatile refresh: pushed 2026-11-08 (studio fixes plus a CI-green commit), v4.12.1 still latest.
  • model-access: magnitude - volatile refresh: pushed 2026-11-08, [email protected] still latest.
  • model-access: ollama - volatile refresh: pushed 2026-11-08, v0.40.15 still latest.
  • model-access: feature matrix Go limit-form cell re-ranged to $15-$100 with the DeepSeek V4.1 Flash ceiling named, per the 2026-11-08 docs read.
  • model-access: rafska/awesome-local-llm unchanged since 2026-11-06 (no commits), scan carried over, no entrants to resolve.
  • orchestration: <category>: volatile refresh across 43 flagged members, push dates and as-of qualifiers moved to 2026-11-08, star figures untouched
  • orchestration: - agent-manager - v0.48.1 (2026-11-07) recorded as the latest release
  • orchestration: - agent-swarm - v2.9.0 (2026-11-08) recorded on the release train
  • orchestration: - archon - v0.14.0 (2026-11-07, breaking forge-plugin-only SDLC delivery plus archon metrics) recorded as the latest release
  • orchestration: - oh-my-codex - v0.22.0 (2026-11-08, Herdr team runtime backend Phase 2 and fail-closed team operations) recorded as the latest release, first minor after the v0.21 line
  • orchestration: - openharness - desktop line stepped to v1.4.x with v1.4.8_desktop (2026-11-07) after v1.3.89_desktop
  • orchestration: - squad - v2.0.0 preview line recorded (opened 2026-10-24, through v2.0.0-preview.3 2026-11-01, all prereleases); stable stays v1.1.0
  • orchestration: - superset - desktop-v2.0.6 (2026-11-08) recorded as the latest release
  • orchestration: - sim - v0.9.48 (2026-11-08) recorded on the release train
  • orchestration: - orca - v1.4.253 (2026-11-07) recorded as the latest desktop release
  • orchestration: - pandacode - v0.3.102 (2026-11-08) recorded on the daily release train, npm at 81 versions
  • orchestration: - happy-coder - cli-1.2.6 beta train (2026-10-09) recorded, cli-1.2.5 still the last stable
  • orchestration: - chatdev - dormancy record corrected: the default branch's last commit is 2026-10-30, the 2026-11-06 repository push landed on side branches
  • orchestration: - herdr - master quiet-since record extended (2026-10-29) with the 2026-11-07 push noted as a side branch
  • orchestration: - hive - default branch's latest commit moved to a 2026-11-07 provider-library change
  • orchestration: - <category>: rotation re-verified the twelve oldest notes (agentbox, agentgrid, agno, agtx, archon, foremerge, gascity, happy-coder, hcom, helmor, looptroop, sandcastle), every cited URL re-fetched and live; hcom release-version references corrected to v0.7.31, agentgrid changelog reference moved to /docs/changelog (301) with v2.9.52 recorded, agno stale reference snapshots refreshed and pricing re-verified unchanged, helmor Hysen Labs reference moved past its /en 301, foremerge release list extended to v0.6.0, gascity docs.gascityhall.com 301 annotated with v1.5.1 confirmed newest stable
  • orchestration: - orchestration-feature-matrix - volatile alignment: thirty-one status cells moved to newest release trains (ten from this run's flagged members, twenty-one that had lagged since earlier runs), star figures untouched
  • orchestration: - <category>: mapped source kaushikb11/awesome-llm-agents unchanged since 2026-11-06 (weekly metrics-ticker commits only), scan carried over, no new entrants
  • orchestration: - <category>: PandaCode handoff resolved on disk, nothing to write
  • people-and-publications: jesse-vincent - rotation re-verified, every cited URL re-fetched live (two GitHub HTML pages 504 from this environment, verified via the GitHub API), no post newer than the 2026-10-11 Picks and Shovels, Superpowers 7.0 patch train recorded (v7.0.2 2026-11-03)
  • people-and-publications: kent-beck - rotation re-verified, every cited URL re-fetched live, two November entries recorded with the ByteByteGo Live class partnership (class November 9 to 10)
  • people-and-publications: mario-zechner - rotation re-verified, every cited URL re-fetched live, pi v1.5.0 (2026-11-02) added to the release record
  • people-and-publications: matt-pocock - rotation re-verified, every cited URL re-fetched live, skills v1.3.2 (2026-10-29) recorded with commits through 2026-10-31 and the site changelog still at v1.3
  • people-and-publications: nathan-lambert - rotation re-verified, every cited URL re-fetched live, 2026-10-30 cyber-risk revisit and 2026-11-04 open-model-economy note recorded with the Interconnects Dashboard
  • people-and-publications: harper-reed - 2389-research repos (breakaway-agent, observatory) added to Status and References so the matrix cell traces; cited URLs re-fetched live
  • people-and-publications: people-and-publications - matrix cells moved for Zechner, Lambert, and Beck; every-run checks pass (links, front matter, no type field, cell counts, column sort, per-column alignment, category index matches membership); no membership change
  • a2ui: pushed 2026-11-08 on docs-site work (a Macros concept guide, the roadmap rewritten as a gen-UI lifecycle loop, per-PR docs preview deployments), tagged train unchanged at the 2026-11-02 Python wave, spec hub re-confirmed (v1.0 current, v0.9.1 previous)
  • ag-ui: pushed 2026-11-08 on a docs commit listing OpenBot as an AG-UI client (#3306), train unchanged at release/2026-11-06 with the SDKs at 1.0.4, downloads refreshed (core 15,145,994 plus client 7,025,126 in the month ending 2026-11-07, about 22.2M combined)
  • agents-md: rotation re-verification, every cited URL re-fetched live with no dead sources, the 60k-project count and the repository pushed 2026-09-10 unchanged
  • mcp: specification revision re-confirmed at 2026-07-28 with the default branch carrying docs and schema fixes, and the official TypeScript SDK’s 2.x package line recorded (client, server, core at 2.4.0 on npm since 2026-10-23, legacy @modelcontextprotocol/sdk staying at 1.32.2)
  • personal-agent-protocol: pushed 2026-11-08 on draft-0.4 work (Direct Sign-In preference and multi-version serving carry Breaking tags in the 0.4 changelog, no published draft), open issues 30 to 25, first-party demos still in development on the site’s Demos page
  • uhp: the implementing product’s release train moved through v0.38.3 (2026-11-07, MCP-server probe multi-line SSE fix, Responses-format connections for Pi and Oh My Pi) and v0.38.4 (2026-11-07, per-organization broker connections address-checked on shared deployments) to v0.38.5 (2026-11-08, pinned first-start harness installs with committed digests, connection request headers for AI gateways, optional step checkpointing), spec unchanged at its 2026-10-19 fifth version, suite at 2026.10.19.post5
  • webmcp: rotation re-verification, every cited URL re-fetched (the two commit URLs verified through the GitHub API after HTML 504s), the draft unchanged at its 2026-11-02 revision, the 2026-11-06 pushed_at moved by side-branch work (generic-tool-calling explainer branch), open issues 141
  • protocols: the feature matrix’s AG-UI prose figure refreshed to about 22.2M combined downloads in the month ending 2026-11-07
  • protocols: entrant scan carried over, all three mapped sources unchanged since the 2026-11-06 checks (awesome-mcp-servers’ newest commits are the already-resolved NeuroCode additions)
  • code-graph-rag: refreshed repository activity (pushed 2026-11-08 with the main branch’s version bump to 0.5.14, 509 open issues); PyPI 0.5.0 remains latest across 38 releases.
  • docling: recorded PyPI 2.149.0 (2026-11-08, 239 releases total) and refreshed the repository activity (pushed 2026-11-08, 949 open issues); trailing-month downloads re-verified unchanged.
  • orama: rotation re-verification re-fetched every cited URL live; release stall, quiet main branch, license, and docs unchanged; trailing-month npm reads 6,854,940 (2026-10-09 to 2026-11-08, six zero days); the HN footprint’s largest mention is now the 381-point OpenKnowledge Show HN (2026-06-25) listing Orama in its OSS stack, the dedicated-story record still 1 point; name-squat weekly figure refreshed to 513.
  • r2r: rotation re-verification re-fetched every cited URL live, all claims unchanged (pushed 2025-11-07, PyPI 3.6.6, docs domain 404, sciphi.ai unreachable, source dormancy warning intact).
  • retrieval-feature-matrix: maintenance row refreshed to 2026-11-08 (Code-Graph-RAG pushed 2026-11-08 with PyPI 0.5.0 still latest, Docling PyPI 2.149.0 of 2026-11-08, Orama trailing-month installs to 6.9M); no membership change.
  • retrieval: Orama index one-liner aligned to the 6.9M trailing-month install reading; membership unchanged at sixteen.
  • retrieval: awesome-rag-production’s November maintenance archived Cognita, Verba, and LLM Guard upstream and updated eight moved-repo links, none of them section members or cited sources.

(daily refresh, 4)
#

  • flue: rotation re-verified, three-surface release reading holds (npm and tags 2.3.0, releases latest @flue/[email protected]), 527 forks and 67 open issues and PRs as of 2026-11-08
  • container-use: rotation re-verified, stalled-train reading holds, documented agent-client coverage 15 to 18
  • aicontainer: rotation re-verified, npm 0.12.1 still latest, trailing-month downloads 475 (2026-10-09 to 2026-11-08), renovate pushes through 2026-11-07
  • artifact-fs: rotation re-verified, Artifacts billing start slipped to 2026-11-12 after 2026-10-14 passed without billing, rates unchanged, price history row appended
  • microsandbox: post-release train through 2026-11-08 (storage recovery, ssh outcomes, cloud cleanup repairs, libkrunfw 0.1.45), 161 open issues and PRs
  • nvx: prerelease train to 2026-11-08 (guest TSC-offset pinning, nvx-rs coverage measurement)
  • opensandbox: post-rc train adds OSEP-0023 subject-snapshot mutations and fast-sandbox port-scoped egress enforcement
  • sandboxing-feature-matrix: Container Use agent-integration cell to eighteen clients
  • sandstorm: See-also line reworded to drop a banned term, no factual change
  • sandboxing: mapped source arjan/awesome-agent-sandboxes unchanged since 2026-11-06, scan carried over
  • agentsview: volatile re-verification, tenth schema flip back to version 5, unreleased search-by-meaning and Friction Log surfaces beside the pending-release provenance command.
  • ccusage: volatile re-verification, no release after v20.0.48, downloads to 915,798, claude-mem multiplier to roughly eight times, Codex parser guard unreleased.
  • claude-code-agent-monitor: volatile re-verification, unreleased Cursor cost-title, config-dir, and hook-hardening fixes, open issues 50 to 43.
  • codeburn: recorded the v0.9.28 release family, quota forecast, guard loop-stops, premium-spend optimize findings, costBasis exports, and the Claude Code plugin shipped; npm latest 0.9.28.
  • novafabric: volatile re-verification, default branch quiet since 10-29, the 11-04 push a side branch, downloads unchanged at 734.
  • token-monitor: volatile re-verification, unreleased OpenAI credit-balance plugin in the official catalog, README headline 52-plus counting the aggregate.
  • agent-causality: rotation re-verification, every cited URL live, downloads refreshed, registry versions unchanged.
  • agents-observe: rotation re-verification, every cited URL live, repository and thread unchanged.
  • ax: rotation re-verification, every cited URL live, RepoGrade top 38 to 36 percent and documentation 94 to 96, changelog generated section carries v0.44.4.
  • session-analytics: matrix CodeBurn Deployment cell gained the v0.9.28 Claude Code plugin and reverse-proxy flags, schema line to version 5 (tenth flip).
  • agent-native: volatile refresh, pinned-window downloads moved to 7,196 (2026-11-01 to 11-07) with the rolling endpoint agreeing, stable held 0.4.3 with nightlies on the 0.4.4 train, pack held 25 skills, framework pushes remain monorepo app development.
  • evoskill: rotation re-verification, every cited URL re-fetched live, all claims held (v2.0.0 still the newest release, main quiet since 2026-07-06).
  • headcount: project dead, the cbrock84 account and repository 404 from the GitHub API since 2026-11-08 with Pages down, Status moved to dead with the last verified reading kept.
  • skills: no entrant resolutions, the three mapped sources carried their scans over unchanged (newest commits 2026-11-05, before the 11-06 last check).
  • fusion: main unmerged since 2026-10-26 (a dependabot bump) and npm unpublished since v0.78.0-beta.9 on 2026-10-23 while pull requests #3725 through #3734 queue unmerged; the status lines refreshed and the What-it-is cadence corrected to the site’s shipping-daily badge
  • open-inspect: the HN footprint reference corrected from the 404 news.ycombinator.com API host to hn.algolia.com, the pushed date refreshed to 2026-11-08, and the empty release train and zero-coverage claims re-verified
  • open-swe: Robin Desktop v0.3.14 (2026-11-07) recorded as the newest stable desktop tag
  • software-factory: rotation re-verification in machinist and fabro, every cited URL re-fetched and live, all claims confirmed with no material change (machinist still 179 commits past v0.4.0 with main quiet since 2026-10-29, fabro’s nightly train still at v0.408.0-nightly.0)
  • software-factory: Deputies (sidpalas/deputies, 111 stars, MIT) rejected on the Orbi coverage precedent, re-review on independent coverage or adoption
  • ai-dlc: volatile refresh, pushed 2026-11-08 with 281 open issues and PRs, stable v2.11.3 unchanged and the daily 2.11.4-preview train continuing.
  • arc-kit: recorded the v6.20.0 release (2026-11-07: fail-closed gates that stop a write when the gate cannot run, supplier bids isolated from the context that scores them, integrity findings in evaluate and score, the arc42 overlay and Dutch NORA and GEMMA commands, MIT AND CC-BY-SA-4.0 declared for the packages).
  • archcore: recorded the v0.15.4 and v0.15.5 releases (both 2026-11-07: hardened CLI write paths with Copilot and Codex agent copies synced, and the search_documents for_path limit fix).
  • bmad-method: rotation re-verification of every cited source (all alive); recorded the default branch’s V7 preview alpha with the README’s mid-November 2026 ETA while v6.12.4 stays the newest release on its frozen branch, open issues and PRs at 95.
  • gsd: volatile refresh, pushed 2026-11-08, release v1.20.1 unchanged.
  • pdd-kit: volatile refresh, pushed 2026-11-08, and corrected the stale v0.38.0 mention to v0.40.0 in What it is.
  • spec-kitty: rotation re-verification of every cited source (all alive, the Hysen review now fetching directly); recorded the Brain Kitty / Team Kitty / Build Kitty repositioning under a decision-layer headline, the README prerelease block pinning rc2 beside the rc7 tag, the ninth byte-identical PyPI read, pushed 2026-11-08, and the OpenSpec comparison corrected to about 3.9M npm downloads.
  • spec-driven-development: entrant scan carried over (mapped source unchanged since 2026-11-06, no commits); matrix membership, sort, cell counts, category index list, and per-column distinctive cells verified unchanged; front matter, internal links, and chart markup clean across all 18 notes.

(daily refresh, 5)
#

  • surfaces: openchamber - Recorded v2.7.0 (November 8, the /new-extension builder whose extensions draw in chat and act on sessions, Office documents in the file viewer with editable formula tables beside read-only SQLite, Parquet, zip, and Jupyter viewers, run buttons on shell blocks, the Session Totals cache card, and gt CLI Gitea sign-in) as the new latest release.
  • surfaces: cursor - Recorded the closed distribution in Cautions (the public getcursor/cursor repository is an issue tracker with no product source and no license) and corrected the matrix’s Open source cell from Apache-2.0 to closed distribution.
  • surfaces: cursor - Recorded the GPT-5.6 Sol promotional-pricing callout gone from the fetched models pages, with the OpenAI models still listed without a removal notice three days before the proposed November 12 shutoff.
  • surfaces: jetbrains - Recorded the junie.jetbrains.com plan figures exposed again unchanged ($8.33 and $25.00 with 10 and 35 AI Credits) and helgilibrary.com serving a site-wide 403 bot wall, the statutory-figures citation kept with the wall recorded.
  • surfaces: codenomad - Refreshed the daily dev-train date to November 8.
  • kanzo: note created, resolving the 2026-11-03 cross-category admission routing five runs after it was decided; emanuele-em/kanzo, AGPL-3.0 single 4.7 MB Rust binary serving a browser board and a ten-tool MCP server over one SQLite file, 1,105 stars as of 2026-11-08, near-daily release train to v0.4.1, zero independent coverage stated
  • task-management: matrix extended to eighteen columns with Kanzo, inserted in sorted position between kanban-md and Kata with every row gaining a traced cell; the Kanzo Current-status cell first landed one position late (after Kata) and was corrected in-run by the per-column alignment check
  • beads: counts refreshed (1,646 open issues as of 2026-11-08, pushed 2026-11-08); v1.3.4 still the newest release
  • epiq: counts refreshed (1 open issue and pull request, pushed 2026-11-08); v1.16.2 still the newest release
  • kata: counts refreshed (100 open issues and pull requests, pushed 2026-11-08); v0.22.0 still the newest release
  • backlog-md: counts refreshed (98 open issues and pull requests, 117,244 npm downloads to 2026-11-08); v1.55.3 still the newest release
  • ordewell: recorded v0.13.1 (2026-11-07, desktop per-window project switching and the AI-check verdict fix that stops a problem-finding review reporting done from passing the loop) and refreshed counts
  • pad: recorded the v0.19.0 release-candidate train shipping stable (v0.19.1 of 2026-11-07 with the v0.19.0 tag cut but unpublished for a broken release build, then v0.19.2 of 2026-11-08 with prefix-only ref resolution)
  • agent-kanban: rotation re-verification with every cited URL re-fetched live; nothing material changed, v1.13.4 still the newest tag, last push still 2026-10-02, fork count corrected to 42
  • ai-dev-tasks: rotation re-verification with every cited URL re-fetched live; still dormant with the last push at 2025-11-05, both prompt files unchanged at 81 and 70 lines
  • kanban-md: rotation re-verification with every cited URL re-fetched live; nothing changed, v0.39.0 still the newest tag, config schema still version 12, fork count corrected to 35
  • task-management: the dedicated-list check found no credible task-management-specific list for the fourth consecutive run
  • trackers-and-leaderboards: livebench - rotation re-verification caught the LiveBench 2.0 rebrand: livebench.ai now fronts a long-horizon agentic board over seven suites (five agentic), sponsored by Abacus.AI, Wayback-dated between the 2026-10-13 and 2026-10-23 captures, which the 2026-10-28 rotation (empty client shell) had missed; note reframed around the v1/2.0 split.
  • trackers-and-leaderboards: livebench - repository documents v1 only: no commits since 2026-10-18, newest question release still 2026-01-08 (frozen-set gap at ten months), README never mentions 2.0.
  • trackers-and-leaderboards: livebench - 2.0 board state recorded: 32 models in the newest published table (2026-10-25, nothing newer served), one run per model per suite, unmeasurable tasks score 0 after one rerun, HN search for “LiveBench 2.0” returns zero stories.
  • trackers-and-leaderboards: openrouter-rankings - rotation re-verification: the rankings page now renders server-side with “Usage data through Nov 7, 2026” readable and text summaries of the today, week, and month boards, ending the client-shell obstacle of the 2026-10-28 fetch.
  • trackers-and-leaderboards: openrouter-rankings - week board (Nov 7): DeepSeek V4.1 Flash 1017 first at 56T tokens (+17 percent), DeepSeek V4.1 Flash second at 17.7T, GLM 5.3 Flash third at 13.5T, Tencent Hy4 fourth at 10.1T (new); month board led by the same DeepSeek 1017 release at 135T.
  • trackers-and-leaderboards: openrouter-rankings - about page model catalog claim raised to 600+ (from 500+); Stripe-announcement page still expects closure “in the coming weeks” nearly three months after the announcement.
  • trackers-and-leaderboards: bestvaluemodel - volatile re-verification of the 2026-11-08 push: speed-figure jitter only in the committed snapshot (no score or price movement, no changelog entry), every-few-hours bot cadence unchanged, still unlicensed; no note change.
  • trackers-and-leaderboards: matrix Vectara update-cadence stamp corrected from the 2026-10-16 stamp to the note’s October 22 stamp, a drift the 2026-10-31 note revision left in the matrix cell; membership unchanged.
  • trackers-and-leaderboards: dedicated-awesome-list check re-ran; no credible dedicated source, the standing ruling carries.
  • section-root: model-provider-feature-matrix: delta-pass price check, the Kimi floors split again (input leg to Wafer’s re-priced fast row at $0.167 / $16.00 cache reads $0.166, output leg holding on Relace’s fp4 row at $0.1824 / $9.3388, roster narrowing 30 to 29), aggregator listing held at $0.192 / $16.00, kimi-k2.7-code floor held at $0.60 / $3.00 on CoreWeave, every other cell unchanged against the pricing pages re-fetched this run.
  • section-root: model-selection-for-coding-tasks: same delta pass, gpt-5.6-terra and gpt-5.6-luna still listed at launch prices with Sol’s promo through November 30, models.dev still reading kimi-k3.1-pro open_weights false (the recorded reference disagreement), intro as-of re-dated to 2026-11-08.
  • section-root: agentic-coding-tools-landscape: link re-verification clean, sixteen of eighteen fetched 200 (Bloomberg and devops.com again 403 to scripted fetches), DeepSeek Harness still dsh-v0.2.2-rc.1 with nothing after it, Gemini CLI docs stamp still 2026-10-26, Cursor X-bundle plans unchanged, OpenAI shutoff still pending (November 12); no fact moved.
  • section-root: the-agentic-development-environment-landscape: rotation re-verification, sixteen of seventeen URLs fetched 200 (the parallel-agents topic page 504 twice, gateway-side), Air’s claims unchanged, repository licenses re-confirmed through the API; no fact moved.
  • section-root: context-management-patterns: link check, all nine pages 200, compaction and auto-memory claims re-checked with nothing to correct; intro holds at 2026-11-03.
  • section-root: the-tells-are-structural: re-fetched all eight sources, every one 200, study figures unchanged, no-ai-slop structural rule ids intact; intro holds at 2026-11-03.
  • section-root: model-benchmark-matrix: link re-verification, all fetched 200 except the OpenAI PaperBench page again 403 to the scripted fetch, Terminal-Bench still at 4.0; intro holds at 2026-11-05.
  • section-root: agents: _index.md synced mechanically to the category matrices’ updated dates, header rows, and Changes tails: fourteen stamps to 2026-11-08, four to 2026-11-07, the automated-research and orchestration counts corrected (thirty-four and ninety), and the assistant-runtimes and software-factory newest-column claims moved to LangBot and Open SWE.
  • cross-category: stars scan clean, 1 new star since checkpoint (TomzxCode/openchamber-loaded-skills), rejected on the owner-tools family and the member-extension ecosystem-evidence mechanism; checkpoint advanced to 2026-11-08T06:11:27Z
  • cross-category: andyrewlee/awesome-system-one (49 stars as of 2026-11-08, pushed same day, website-backed) is the first credible dedicated decision-model list, held unwired pending q118, its entries cross-check to hybrid-execution members and names already recorded inside member notes as board evidence
  • cross-category: AMO’s 2026-11-07 addition is member news, not an entrant (Dify 1.19.0 catch-up, release 2026-11-04), a dify volatile signal for orchestration
  • cross-category: andyrewlee, ai-for-developers, hesreallyhim, e2b-dev, and slavakurilyak carried over unchanged (newest commits 2026-11-05 resolved 11-07, 2026-09-18, ticker-only through 11-08, 2026-08-21, 2026-10-04 ticker)

(daily refresh, 6)
#

  • agents-cron: admitted fookhsu/agents-cron (3 stars as of 2026-11-08, AGPL-3.0, npm 0.16.1 of 2026-11-04) on the Airut small-maintainer precedent, with npm install telemetry (4,185 downloads 2026-10-08 to 2026-11-08) as the adoption evidence the octopool ruling asks for; note created, matrix column added, index entry added
  • executions: rejected nyx-builds/agent-scheduler on the thin-record tail (0 stars, 0 forks, dormant since 2026-08-14, footprint is automated MCP directories only with Glama marking it inactive, org is a zero-star pattern factory, and the README’s pip install agent-scheduler resolves to takurot’s different project on PyPI); reopen on traction
  • executions: rejected open-gitagent/gitcron on the thin dormant record (created 2026-03-04, last push 2026-03-05, npm 0.1.1 stale since publish day with 16 trailing-month downloads, gitagent integration PR an open draft since 2026-03-05, the org moved on to opengap and clawless); reopen on revival or the integration landing
  • session-analytics: tryatlas/atlas already-covered, identical to the orchestration member Atlas (pacifio/atlas transferred to tryatlas/atlas); no session-analytics note
  • dify: re-verified out of rotation on the 1.19.0 release signal, all cited sources re-fetched and live (repository pushed 2026-11-08, pricing page still Professional $590 and Team $1,590 per workspace per year annual, modified-Apache license, docs (308 to /en/home, 200), releases API, the 185-point launch thread)
  • dify: recorded 1.19.0’s material capabilities in Status from the release notes: nested workflow tracing, portable Workflow Tools in .ifpkg app packages (package format v2), batch agent file uploads, and skill management through OpenAPI and the difyctl CLI
  • dify: added the 1.19.0 release-notes reference and corrected the stale releases/latest annotation (1.17.1 to 1.19.0)
  • atlas: recorded the repository transfer from pacifio to the tryatlas organization (old path a 301), moved the star-history chart and references to tryatlas/atlas
  • atlas: corrected the Linux claim: .deb, .rpm, Arch, AppImage, and tar.gz installers ship (alpha-0.4.1 of 2026-10-19, install docs); Bottom line drops the Linux-installer exclusion
  • atlas: folded the vendor sibling Atlas CLI (tryatlas/cli) into the note as prose per the vendor-sibling ruling, no separate note
  • atlas: pricing: four prices unchanged, Remote Runs moved from Pro to Team and Business, price history row appended
  • atlas: stack corrected to Tauri v2 (React 19 TypeScript frontend, Rust backend), Cautions alpha-0.3.x to alpha-0.4.x, forks 338 to 362, push 2026-11-08, release still alpha-0.4.1-org-agent, no HN or third-party coverage found
  • orchestration: matrix Atlas Platforms and Kind cells moved to match the note
  • orchestration: category index Atlas one-liner moved to Tauri
  • orchestration: synced the section index’s executions one-liner to the agents-cron admission (the section-root pass predating the resolution wave)
  • task-management: synced the section index’s task-management one-liner to the kanzo admission (the section-root pass predating the admission’s commit)
  • atlas: recorded the chat layer’s session-to-worktree binding (a session starts in and stays bound to a project worktree, each acting on its own branch) from the product chat docs, and the matrix’s Atlas worktree-isolation cell moved with it
  • no self-directed essay this run: every candidate topic read as covered by the existing essays and trackers, so the run closed maintenance-only beyond the recorded admissions, fixes, and the agents-cron admission