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  1. 01

    Fix content drift: 2026 papers and broken thesis links

    <!-- CURSOR_AGENT_PR_BODY_BEGIN --> ## Description Content-only audit against [comphy-lab.org/research](https://comphy-lab.org/research). Selected Recent Papers were missing two of the three recent papers the lab lists as featured/new, and the PhD thesis `doi.org` link failed link checks with a redi

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  2. 02

    Make CLI commands ~20x faster and halve the package: split the server build, drop gpt-tokenizer

    Sorry @looptroop-ai, you've used your own review budget of 250,000 diff characters for the last 7 days. You can request another review in 23 hours and 40 minutes by commenting `@sourcery-ai review`. [Upgrade](https://app.sourcery.ai/login?connection=github&git_namespace_id=257343580&from_surface=gi... <!-- codex-pull-request-review-summary --> ## Codex Review Summary This comment shows the latest Codex review activity on this pull request. | Review | Status | Commit | Review trigger | | --- | --- | --- | --- | | 📝 **Code Review** | ✅ **Completed** <relative-time datetime="2026-10-13T09:34:40.9... <h2><picture><source media="(prefers-color-scheme: dark)" srcset="https://static.deepsource.com/comment_artifacts/dark/grade_a.svg"/><source media="(prefers-color-scheme: light)" srcset="https://static.deepsource.com/comment_artifacts/light/grade_a.svg"/><img src="https://static.deepsource.com/comme...

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  3. 03

    fix: include unpromoted candidates in research archive profiles

    ## Summary Candidate papers appeared in the Hot100 and source ledger but were omitted from the research archive, so their profile URLs returned missing. Include all source/appraisal identities through the same validated row parser and show explicit candidate and review-depth boundaries in the table

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  4. 04

    [Instinct] Authored by agent: drop-in CI/DX bundle (lint, test, release, lefthook, MCP hooks, install)

    ## 🤖 CodeAnt AI — Review Status | Status | Commit | Started (UTC) | Finished (UTC) | | --- | --- | --- | --- | | ✅ Reviewed your PR | `bcc2396` | Oct 13, 2026 · 04:20 | 04:20 | | ✅ Reviewed your PR | `bcc2396` | Oct 13, 2026 · 04:06 | 04:20 | <!-- codeant-review-status:[{"label":"Reviewed your PR"... --- ### Thanks for using CodeAnt! 🎉 We're free for open-source projects. if you're enjoying it, help us grow by sharing. [Share on X](https://twitter.com/intent/tweet?text=Just%20tried%20%40CodeAntAI%20for%20automated%20code%20review%20and%20I%27m%20impressed%21%20Free%20for%20open%20source%20wit... <!-- codex-pull-request-review-summary --> ## Codex Review Summary This comment shows the latest Codex review activity on this pull request. | Review | Status | Commit | Review trigger | | --- | ---...

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  5. 05

    chore(deps): bump the test-versions group across 1 directory with 18 updates

    Bumps the test-versions group with 18 updates in the /packages/dd-trace/test/plugins/versions directory: | Package | From | To | | --- | --- | --- | | [@anthropic-ai/claude-agent-sdk](https://github.com/anthropics/claude-agent-sdk-typescript) | `0.3.289` | `0.3.296` | | [@opentelemetry/api-logs](ht

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  6. 06

    docs: add RSI survey and mechanism-level research papers

    <!-- codex-pull-request-review-summary --> ## Codex Review Summary This comment shows the latest Codex review activity on this pull request. | Review | Status | Commit | Review trigger | | --- | --- | --- | --- | | 📝 **Code Review** | ✅ **Completed** <relative-time datetime="2026-10-12T08:17:47.2...

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  7. 07

    fix: handle Claude Code verbose results and improve summary errors

    <!-- codex-pull-request-review-summary --> ## Codex Review Summary This comment shows the latest Codex review activity on this pull request. | Review | Status | Commit | Review trigger | | --- | --- | --- | --- | | 📝 **Code Review** | ✅ **Completed** <relative-time datetime="2026-10-12T11:40:47.3... <!-- This is an auto-generated comment: summarize by coderabbit.ai --> <!-- review_stack_entry_start --> <a href="https://app.coderabbit.ai/change-stack/Muesli-HQ/muesli/pull/609?scope=ghh_OusAJGA4HG8ljoOV0wJvVx8NmnZIjc2DdjmxOu0xZWA&amp;cs_source=review_comment"><picture><source media="(prefers-col... **Claude finished @pHequals7's task in 22s** —— [View job](https://github.com/Muesli-HQ/muesli/actions/runs/38243981655) --- ### Code review of PR #609 The automated `/code-review` skill failed to run, so this is a manual read of the diff. I didn't build or run the tests. **No blocking issues.** ...

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  8. 08

    research: round 2026-10-12

    ## Round delta (previous round: 2026-10-10) - **Papers:** +5 new (SYNAPSE 2601.02744, Selective Forgetting 2608.28978, HeLa-Mem 2604.16839, Semantic Bayesian World Models 2609.03834, SEAA 2609.17331); 8 updated in place from V0/V1 to V2/V3 reads (OaK, MemDream, REALM, SSGM, Auto-Dreamer, TrustMem,

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  9. 09

    Research: add arXiv and clickable literature benchmark records

    Research: add arXiv and clickable literature benchmark records

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  10. 10

    Connect literature evidence to Oraklet's research planner

    Connect literature evidence to Oraklet's research planner

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  11. 11

    feat(alerts): run the llm detector on claude haiku 5.5

    ✨ Submitted to Merge by @andrewm4894. It will be added to the merge queue once all branch protection rules pass. See more details [here](https://app.trunk.io/posthog-inc/merge-queue/3921a8a3-abf7-42ff-b9cf-ef4fab8f3649/115139). ### PostHog Review · Standard · reviewed `0e632a9` Nothing to post. | Step | Status | Result | |---|---|---| | Prepare the diff | done | 1 file | | Main review and lenses | done | 0 issues | | Merge and cap | done | 0 → 0 | | Publish | done | Nothing to post | <!-- reviewhog:status:01a12cb1-1431-... <!-- posthog-ci-report --> ## 🤖 CI report <!-- ci-report:section:trunk-lane:eyJzdGF0dXMiOiJ3YXJuIiwic3VtbWFyeSI6ImJhY2tlbmQgUHl0aG9uIGxhbmUifQ== --> <details> <summary>⚠️ <b>Trunk lane</b> — backend Python lane</summary> This PR is assigned to the backend Python lane. It runs backend Python tests ...

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  12. 12

    Add Claude Code GitHub Workflow

    ## 🤖 Installing Claude Code GitHub App This PR adds a GitHub Actions workflow that enables Claude Code integration in our repository. ### What is Claude Code? [Claude Code](https://claude.com/claude-code) is an AI coding agent that can help with: - Bug fixes and improvements - Documentation upd

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  13. 13

    Research: manually run live literature benchmark in GitHub Actions

    Research: manually run live literature benchmark in GitHub Actions

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  14. 14

    Add Fields talk, reorder papers, add mech interp paper and TA courses

    Add Fields talk, reorder papers, add mech interp paper and TA courses

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  15. 15

    OUT-3: Support extensible harness and model-provider execution adapters

    Closes OUT-3 after exact-head review and external acceptance. Merge and Linear completion stay with the deterministic job. Implements OUT-3: decouples harness identity (Codex, Claude Code) from model provider and adds a direct-provider adapter for Outright-managed Anthropic API execution. <!-- kody

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  16. 16

    site: add Persian RTL landing page deployed to GitHub Pages

    Sorry @mcuteangel, you've used your own review budget of 250,000 diff characters for the last 7 days. You can request another review in 1 day and 20 hours by commenting `@sourcery-ai review`. [Upgrade](https://app.sourcery.ai/login?connection=github&git_namespace_id=4150623&from_surface=github_bot&... ## 🤖 CodeAnt AI — Review Status | Status | Commit | Started (UTC) | Finished (UTC) | | --- | --- | --- | --- | | ✅ Incremental review completed | `e4bbf75` | Oct 09, 2026 · 17:37 | 17:38 | | ✅ Incremental review completed | `2a65c11` | Oct 09, 2026 · 16:22 | 16:23 | | ✅ Incremental review completed... --- ### Thanks for using CodeAnt! 🎉 We're free for open-source projects. if you're enjoying it, help us grow by sharing. [Share on...

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  17. 17

    feat(tool-world): deterministic tool-use environment for tool calling, MCP, browser, and delegation families (design + first slice)

    ## 🤖 CodeAnt AI — Review Status | Status | Commit | Started (UTC) | Finished (UTC) | | --- | --- | --- | --- | | ✅ Incremental review completed | `c3fb917` | Oct 09, 2026 · 14:11 | 14:11 | | ✅ Incremental review completed | `bae6434` | Oct 09, 2026 · 11:32 | 11:33 | | ✅ Reviewed your PR | `ace3ff6`... --- ### Thanks for using CodeAnt! 🎉 We're free for open-source projects. if you're enjoying it, help us grow by sharing. [Share on X](https://twitter.com/intent/tweet?text=Just%20tried%20%40CodeAntAI%20for%20automated%20code%20review%20and%20I%27m%20impressed%21%20Free%20for%20open%20source%20wit... <!-- This is an auto-generated comment: summarize by coderabbit.ai --> <!-- review_stack_entry_start --> <a href="https://app.coderabbit.ai/change-stack/rmems/synthetic-factory/pull/421?scope=ghh_OusAJGA4HG8ljoOV0wJvVx8NmnZIjc2DdjmxOu0xZWA&amp;cs_source=review_comment"><img src="https://storage.goo...

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  18. 18

    ✨ feat(model-bank): add Claude Haiku 5.5

    ### Summary Contribution source: AI-assisted Adds **Claude Haiku 5.5** (`claude-haiku-5-5`, released 2026-10-07) using data from Anthropic's official docs ([models overview](https://platform.claude.com/docs/en/about-claude/models/overview), [Haiku 5.5 overview](https://platform.claude.com/docs/en/

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  19. 19

    Add vx-underground malware research library guide

    Add vx-underground malware research library guide

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  20. 20

    AGENTS.md: add instructions for LLMs

    Matrix thread :: https://matrix.to/#/!CTCrFzsBPYmDLmrja4:0upti.me/$VaREFlsVM_RniZfbTfyYyrPiuF_N7pTeWoBxVTD4pvI?via=nixos.org&via=matrix.org&via=tchncs.de --- `nixpkgs-review`, not sure if this worked correctly but it didn't throw any errors ```bash [reap@jager:~/Desktop/nixpkgs]$ nix-sh... While this is a weak guardrail, it is better than no guardrail to curb LLM slop. It seems to help other big projects like QEMU, Node.js, Rust, and systemd - https://github.com/qemu/qemu/blob/master/AGENTS.md > Currently people may be inadvertently not following our documented process for code s... There is plenty of reasons why this hasn't been accepted in multiple past PRs, see https://github.com/NixOS/nixpkgs/pull/544374

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