feat(backends/codex): expose reasoning-effort control existential-birds/daydream → PR #271 · Kevin Anderson · 1d ago · b2598f7 · feat: add findings meta-control and tool interdiction (#270) existential-birds/daydream · Kevin Anderson · 1d ago · 9a871a7 · feat(extensions): add versioned supervision seam (#269) existential-birds/daydream · Kevin Anderson · 2d ago · 75212fc · KFFA 141215Z AUTO 05006KT 10SM CLR 26/21 A3014 RMK AO2 T02550211 · chore(release): bump version to 0.23.1 (#267) existential-birds/daydream · Kevin Anderson · 2d ago · 6ab1c8a · fix(backends/claude): upgrade SDK to 0.2.116 for shielded teardown (#266 existential-birds/daydream · Kevin Anderson · 2d ago · d69581f · fix(backends/pi): respect configured model defaults (#265) existential-birds/daydream · Kevin Anderson · 2d ago · abcf131 · KCGS 141215Z AUTO 22004KT 10SM CLR 25/19 A3017 RMK AO2 T02460195 · chore(deps): bump soupsieve in the uv group across 1 directory existential-birds/amelia → PR #672 · dependabot[bot] · 3d ago · fedcfa9 · chore(release): 0.23.0 (#264) existential-birds/daydream · Kevin Anderson · 3d ago · bdb2c47 · feat(runner): add --flow flag to select a registered flow (#259) (#263) existential-birds/daydream · Kevin Anderson · 3d ago · 72904fc · KSSF 141210Z 00000KT 7SM -RA SCT070 BKN095 BKN120 24/23 A3001 RMK AO2 T02390228 PNO $ · fix(backends): fold Claude cache tokens into prompt_tokens total (#262) existential-birds/daydream · Kevin Anderson · 4d ago · 7a8011a · docs(changelog): backfill #260 PR link (#261) existential-birds/daydream · Kevin Anderson · 6d ago · aad5779 · fix(review): embed verification-protocol gates inline instead of skill-f existential-birds/daydream · Kevin Anderson · 6d ago · 441d787 · KOSH 141153Z 00000KT 10SM CLR 23/21 A3017 RMK AO2 SLP200 T02330211 10250 20217 53009 · feat(archive): add --dump-artifacts flag to export full run bundle for C existential-birds/daydream · Kevin Anderson · 1w ago · 725ae82 · feat(phases): add per-file-group budgeting to fix phase (#201) (#251) existential-birds/daydream · Kevin Anderson · 1w ago · 6764ad8 · feat(atif): re-vendor ATIF v1.7 from harbor and emit v1.7 (#253) existential-birds/daydream · Kevin Anderson · 1w ago · 8873936 · KVUO 141153Z AUTO 00000KT 10SM CLR 15/09 A3006 RMK AO2 SLP180 T01500094 10222 20144 53004 · refactor: remove dead code, trim docstrings, and DRY the test suite (#25 existential-birds/daydream · Kevin Anderson · 1w ago · e0fb7b7 · feat(bench): repeated-trial benchmarking with variance reporting (#249) existential-birds/daydream · Kevin Anderson · 1w ago · 18aa831 · feat(review): precision-mode arbiter suppression for evidenced-but-minor existential-birds/daydream · Kevin Anderson · 1w ago · f7d539a · KLGB 141153Z AUTO 28003KT 10SM CLR 20/18 A2995 RMK AO2 SLP143 T02000178 10211 20200 58005 $ · chore(release): 0.24.0 (#671) existential-birds/amelia · Kevin Anderson · 1w ago · d8c2107 · feat(impl): mixture-of-agents modes — generative + advisory (#668) (#669 existential-birds/amelia · Kevin Anderson · 1w ago · cffa07f · Update README.md existential-birds/daydream · Kevin Anderson · 1w ago · 94004ef · KFRG 141153Z 23008KT 10SM CLR 23/17 A3009 RMK AO2 SLP188 T02280172 10228 20211 55006 · docs(readme): trim architectural overview now covered on project doc-hom existential-birds/daydream · Kevin Anderson · 1w ago · 53e9b51 · Merge pull request #245 from existential-birds/feat/bench-materiality-ga existential-birds/daydream · Kevin Anderson · 1w ago · 1f08df6 · fix(corpus): archive findings.json so per-finding join reaches corpus existential-birds/daydream · Kevin Anderson · 1w ago · d56d858 · KASE 141153Z AUTO 21004KT 10SM CLR 13/04 A3041 RMK AO2 SLP156 T01280039 10228 20122 53003 · fix(bench): validate --min-confidence/--min-severity values existential-birds/daydream · Kevin Anderson · 1w ago · ea08e04 · feat(training): per-finding accept/reject labels joined by fingerprint ( existential-birds/daydream · Kevin Anderson · 1w ago · 2fb6455 · feat(bench): materiality gate — --min-confidence / --min-severity existential-birds/daydream · Kevin Anderson · 1w ago · 6bad656 · KLGA 141151Z 23006KT 10SM BKN250 24/16 A3007 RMK AO2 SLP184 T02440156 10244 20233 55007 $ · feat(bench): preserve confidence/severity as structured fields on submit existential-birds/daydream · Kevin Anderson · 1w ago · 82515dd · fix(archive): drop the destructive bootstrap purge of legacy 'Z' valid_a existential-birds/daydream · Kevin Anderson · 1w ago · f944887 · fix(corpus): canonicalize bitemporal timestamps at the write and as_of b existential-birds/daydream · Kevin Anderson · 1w ago · 65e5888 · KSTL 141151Z 02004KT 10SM CLR 23/20 A3018 RMK AO2 SLP209 T02280200 10244 20211 53003 · feat(benchmark): add direct Anthropic judge route (#243) existential-birds/daydream · Kevin Anderson · 1w ago · f2ef3cd · chore(release): 0.22.0 (#242) existential-birds/daydream · Kevin Anderson · 1w ago · 6912a2d · feat(extensions): versioned upstream extension seam (#241) existential-birds/daydream · Kevin Anderson · 1w ago · 7c6f03d · KFFA 141215Z AUTO 05006KT 10SM CLR 26/21 A3014 RMK AO2 T02550211 · ci(release): fail the gate on a drifted uv.lock (#670) existential-birds/amelia · Kevin Anderson · 1w ago · a9c8905 · feat(deep): --findings-out drives deep pipeline & stops before post/fix; existential-birds/daydream · Kevin Anderson · 1w ago · 138a785 · feat(tools): enforce readonly tool policies (#357) (#663) existential-birds/amelia · Kevin Anderson · 2w ago · 4e025d3 · KCGS 141215Z AUTO 22004KT 10SM CLR 25/19 A3017 RMK AO2 T02460195 · deps: bump langchain 1.3.11, langgraph 1.2.6, deepagents 0.6.12 (#666) existential-birds/amelia · Kevin Anderson · 2w ago · 34cea9f · feat(tools): add security guardrail policies (#228) (#662) existential-birds/amelia · Kevin Anderson · 2w ago · 00dfec7 · feat(context): track context window utilization (#505) (#661) existential-birds/amelia · Kevin Anderson · 2w ago · 68675bf · KSSF 141210Z 00000KT 7SM -RA SCT070 BKN095 BKN120 24/23 A3001 RMK AO2 T02390228 PNO $ · feat(tools): add unified tool registry (#233) (#660) existential-birds/amelia · Kevin Anderson · 2w ago · 68f67cd · feat(qa): automated end-to-end QA harness with cassette replay and live existential-birds/amelia · Kevin Anderson · 2w ago · 9e80c2b · docs: refresh contributor documentation (#145) existential-birds/beagle · Kevin Anderson · 2w ago · a5919c1 · KOSH 141153Z 00000KT 10SM CLR 23/21 A3017 RMK AO2 SLP200 T02330211 10250 20217 53009 · feat(tools): wire allowed_tools, tool profiles, new agent tools (#621) ( existential-birds/amelia · Kevin Anderson · 2w ago · 9350a9f · feat(tools): unified tool registry with ToolSpec, ToolPolicyMiddleware v existential-birds/amelia · Kevin Anderson · 2w ago · 768f02e · chore(deps): bump langsmith in the uv group across 1 directory (#657) existential-birds/amelia · dependabot[bot] · 2w ago · 4fddb77 · KVUO 141153Z AUTO 00000KT 10SM CLR 15/09 A3006 RMK AO2 SLP180 T01500094 10222 20144 53004 · chore(deps): bump the uv group across 1 directory with 2 updates (#656) existential-birds/amelia · dependabot[bot] · 2w ago · ff4f6ff · perf(sandbox): reuse Daytona session per sandbox; drop per-call rm (#641 existential-birds/amelia · Kevin Anderson · 3w ago · 2caad4c · perf(reviewer): hoist and async-wrap load_skills + diff writes (#646) (# existential-birds/amelia · Kevin Anderson · 3w ago · 84bf562 · KLGB 141153Z AUTO 28003KT 10SM CLR 20/18 A2995 RMK AO2 SLP143 T02000178 10211 20200 58005 $ · perf(trackers): move blocking tracker calls off the event loop (#644) (# existential-birds/amelia · Kevin Anderson · 3w ago · b68dbfe · perf(pr-autofix): parallelize per-comment reply/resolve (#643) (#652) existential-birds/amelia · Kevin Anderson · 3w ago · ad6b31e · perf(git): collapse and async-wrap synchronous git subprocesses (#645) ( existential-birds/amelia · Kevin Anderson · 3w ago · 8df1344 · KFRG 141153Z 23008KT 10SM CLR 23/17 A3009 RMK AO2 SLP188 T02280172 10228 20211 55006 · perf(sandbox): long-lived worker to eliminate per-step cold-start (#640) existential-birds/amelia · Kevin Anderson · 3w ago · d775e43 · perf(drivers): cache ApiDriver chat model + HTTP client (#642) (#649) existential-birds/amelia · Kevin Anderson · 3w ago · e2a537d · docs: make README concise and agent-agnostic (#144) existential-birds/beagle · Kevin Anderson · 3w ago · d24de2d · KASE 141153Z AUTO 21004KT 10SM CLR 13/04 A3041 RMK AO2 SLP156 T01280039 10228 20122 53003 · feat(beagle-analysis): add quick-plan skill (spec-free TDD planning) (#1 existential-birds/beagle · Kevin Anderson · 3w ago · b0dbe5e · perf(agents): stop re-sending developer preamble per task (#639) (#648) existential-birds/amelia · Kevin Anderson · 3w ago · 62068c5 · chore(release): 4.4.0 (#142) existential-birds/beagle · Kevin Anderson · 3w ago · 4b57133 · KLGA 141151Z 23006KT 10SM BKN250 24/16 A3007 RMK AO2 SLP184 T02440156 10244 20233 55007 $ · chore: gitignore review tooling artifacts (#141) existential-birds/beagle · Kevin Anderson · 3w ago · 3e9214c · feat(beagle-analysis): four planning guardrails from issue-124 retention existential-birds/beagle · Kevin Anderson · 3w ago · f07c607 · perf(pipelines): parallelize reviewer passes with asyncio.gather (#638) existential-birds/amelia · Kevin Anderson · 3w ago · e9e8784 · KSTL 141151Z 02004KT 10SM CLR 23/20 A3018 RMK AO2 SLP209 T02280200 10244 20211 53003 · chore(release): 4.3.0 (#137) existential-birds/beagle · Kevin Anderson · 3w ago · ed1649c · ci: add daydream review bot workflows (codex backend) (#138) existential-birds/beagle · Kevin Anderson · 3w ago · 0ac007a · fix(deps): resolve 13 Dependabot security alerts (#637) existential-birds/amelia · Kevin Anderson · 3w ago · a63c59b · KFFA 141215Z AUTO 05006KT 10SM CLR 26/21 A3014 RMK AO2 T02550211 · feat(beagle-docs): make full Diataxis doc suite spec-compliant (#136) existential-birds/beagle · Kevin Anderson · 3w ago · c6009c6 · docs: correct skill counts and rework Codex install to per-skill links ( existential-birds/beagle · Kevin Anderson · 3w ago · 284afda · chore(deps-dev): bump vite (#636) existential-birds/amelia · dependabot[bot] · 3w ago · f57253f · KCGS 141215Z AUTO 22004KT 10SM CLR 25/19 A3017 RMK AO2 T02460195 · feat(beagle-analysis): add prior-art capability check to brainstorm-beag existential-birds/beagle · Kevin Anderson · 3w ago · 3b83ab2 · chore(deps): bump the uv group across 1 directory with 4 updates (#635) existential-birds/amelia · dependabot[bot] · 3w ago · 33ec4ef · chore(deps): bump pyjwt in the uv group across 1 directory (#634) existential-birds/amelia · dependabot[bot] · 4w ago · 8954489 · KSSF 141210Z 00000KT 7SM -RA SCT070 BKN095 BKN120 24/23 A3001 RMK AO2 T02390228 PNO $ · chore: remove .planning/ directory (#633) existential-birds/amelia · Kevin Anderson · 4w ago · d9efaba · fix(orchestrator): validate reject_workflow status inside approval lock existential-birds/amelia · Kevin Anderson · 4w ago · 83c1158 · docs(readme): trim architectural overview now hosted on project page (#6 existential-birds/amelia · Kevin Anderson · 4w ago · c2b85b1 · KOSH 141153Z 00000KT 10SM CLR 23/21 A3017 RMK AO2 SLP200 T02330211 10250 20217 53009 · chore(release): bump version to 0.23.0 (#630) existential-birds/amelia · Kevin Anderson · 4w ago · 61ad067 · chore(release): 4.2.0 (#133) existential-birds/beagle · Kevin Anderson · 5w ago · 5f930e3 · feat(beagle-core): enable model invocation of subagent-prompt skill (#13 existential-birds/beagle · Kevin Anderson · 5w ago · ac5bd52 · KVUO 141153Z AUTO 00000KT 10SM CLR 15/09 A3006 RMK AO2 SLP180 T01500094 10222 20144 53004 · chore(release): 4.1.0 (#129) existential-birds/beagle · Kevin Anderson · 6w ago · 6c63f9c · fix(beagle-ai): add anti-confabulation gate 0 to code-review skills (#12 existential-birds/beagle · Kevin Anderson · 6w ago · 6e760f9 · fix(skills): propagate anti-confabulation gate 0 to remaining review ski existential-birds/beagle · Kevin Anderson · 6w ago · 58ca95b · KLGB 141153Z AUTO 28003KT 10SM CLR 20/18 A2995 RMK AO2 SLP143 T02000178 10211 20200 58005 $ · refactor(skills): make all skills agent-agnostic and spec-conformant (#1 existential-birds/beagle · Kevin Anderson · 6w ago · 920cb74 · feat(beagle-analysis): write-plan offers in-session execution handoff (# existential-birds/beagle · Kevin Anderson · 6w ago · a3fdc7b · fix(beagle-core): harden LLM-artifacts skills against confabulated findi existential-birds/beagle · Kevin Anderson · 6w ago · 42f7e04 · KFRG 141153Z 23008KT 10SM CLR 23/17 A3009 RMK AO2 SLP188 T02280172 10228 20211 55006 · feat(beagle-analysis): enable model invocation for write-plan skill (#11 existential-birds/beagle · Kevin Anderson · 6w ago · 9db615e · chore(release): 4.0.0 (#116) existential-birds/beagle · Kevin Anderson · 6w ago · c82a056 · refactor!: restructure marketplace for official submission (#115) existential-birds/beagle · Kevin Anderson · 6w ago · 242d64b · KASE 141153Z AUTO 21004KT 10SM CLR 13/04 A3041 RMK AO2 SLP156 T01280039 10228 20122 53003 · feat(beagle-meta): add review-skill and establish beagle-meta plugin (#1 existential-birds/beagle · Kevin Anderson · 6w ago · 7d9355f · docs: add privacy policy (#114) existential-birds/beagle · Kevin Anderson · 6w ago · 0dc45f3 · chore(release): 3.11.0 (#113) existential-birds/beagle · Kevin Anderson · 7w ago · 19f2cf5 · KLGA 141151Z 23006KT 10SM BKN250 24/16 A3007 RMK AO2 SLP184 T02440156 10244 20233 55007 $ · feat(beagle-core): add review-structure skill (#112) existential-birds/beagle · Kevin Anderson · 7w ago · 0f2cd4c · chore(release): 3.10.0 (#110) existential-birds/beagle · Kevin Anderson · 8w ago · 216469b · feat(beagle-analysis): add spec/plan discipline for tool-behavior assump existential-birds/beagle · Kevin Anderson · 8w ago · 0be5728 · KSTL 141151Z 02004KT 10SM CLR 23/20 A3018 RMK AO2 SLP209 T02280200 10244 20211 53003 · fix(beagle-core): forbid deferral in receive-feedback; dispatch fixes vi existential-birds/beagle · Kevin Anderson · 8w ago · 576a2cd · feat(beagle-core): skip resolved threads in fetch-pr-feedback (#106) existential-birds/beagle · Kevin Anderson · 8w ago · 49fd37c

Existential Birds

Independent software lab building open-source tools for ML- and agent-assisted software engineering. Projects include daydream (automated code review and fix loop), beagle (agent skills marketplace), and amelia (multi-agent orchestrator for software development). Everything is Apache-2.0 licensed.