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fix: restore complete dashboard health and evidence #274
Description
Overview
Restore complete Heart dashboard health by refreshing real evidence, repairing confirmed collector defects, and preserving unfinished science and development work. The human approved the phased plan on 2026-10-04. Monitoring completeness and release readiness remain separate.
Plan
- Sync clean canonical mains and resolve confirmed generated-manifest drift.
- Repair reproduced Heart collector defects and obtain current CI evidence.
- Audit worktree findings without discarding edits or scientific evidence.
- Refresh deep validation where supported, publish truthful results, and explicitly report remaining decisions.
Tier: undeclared — merge mode: human /prm.
Detailed implementation plan and approved prompt
Affected repositories
- PyAutoHeart (primary, collector repairs).
- Other repositories only for their separately scoped confirmed repairs; no broad source changes.
Branch survey
PyAutoHeart: main, clean, no active Mind claim. Proposed branch: feature/heart-dashboard-repair.
Worktree: /home/jammy/Code/PyAutoLabs/.worktrees/heart-dashboard-repair.
Key files and checks
Inspect heart/checks/manifest_drift.py, heart/checks/ci_timing.py, heart/checks/worktree_drift.py and heart/monitoring.py against actual source evidence. Fix only reproduced defects with focused regression tests. Use Mind scripts/repos_sync.py --check and its bounded generator for actual generated drift. Validate applicable Heart tests and compare complete before/after dashboard JSON; retain adverse/unknown findings that require user decisions.
Restore complete Heart dashboard health
Type: maintenance
Priority: high
Difficulty: large
Autonomy: human-required
Original request
Check why heart is red, fix it, and then do anything else to make whole dashboard green
Scope and evidence
Primary: @PyAutoHeart. Coordinate @PyAutoBrain and @PyAutoMind; split independent source repairs into separate tasks/PRs once confirmed.
On 2026-10-04 a fresh Heart tick exposed five clean library mains behind origin. Fast-forwarded PyAutoNerves, PyAutoFit, PyAutoArray, PyAutoGalaxy and PyAutoLens; the authoritative release verdict returned from RED to YELLOW. Refreshed Mind from origin. Cached Mind workflow failures cleared on refresh.
Remaining dashboard findings include historic cancelled CI events, CI timing regression, generated manifest drift, dirty/orphan task worktrees, stale/missing validation and timing evidence. Cortex main is dirty with science ledger changes; preserve them. The request is complete only when Heart reports monitoring.complete=true, status=green and no unresolved findings; release readiness alone is insufficient.
Proposed phases
- Refresh/survey canonical checkouts and source collectors. Fast-forward only clean main checkouts. Diagnose manifest mismatches against the current repos.yaml, including newly registered organs; regenerate only confirmed stale surfaces with the owning generator after plan approval.
- Inspect Heart CI timing event lifecycle and coverage/applicability handling against actual GitHub runs. Refresh observations first; route reproduced collector defects through separate bug tasks with regression tests. Never erase adverse evidence or waive checks to obtain green.
- Reconcile each dirty/orphan worktree against Mind claims and merged commits, preserving every local edit. Present any required destructive cleanup, merge or release as a concrete separate decision.
- Obtain missing deep timing/install/rehearsal evidence through the existing owning procedures, repair confirmed failures, then tick and publish verified evidence. Report blocked checks explicitly.
Validation
Use authoritative pyauto-brain health --scope dashboard --json assess before/after each phase; inspect all non-green checks and source evidence. Run generator check mode for changed generated surfaces and focused collector tests for any Heart code repair. Use applicable library/workspace validation only when those sources change. Retain raw diagnostic logs outside tracked source.
Detailed implementation footing
- Brain's FeatureDecision classifies this as large and recommends separate phases. No active Mind claims on Heart/Brain were found. Proposed first branch:
feature/heart-dashboard-repair; create the isolated worktree only after approval, then survey each newly affected repository before writing it. - Heart and Brain clean main checkouts were also fast-forwarded (Heart c201ad9; Brain 3275298). Read their updated instructions before implementation.
- Manifest phase: use Mind
scripts/repos_sync.py --checkand bounded--write --onlysurfaces; inspectcheck_map_blocks,check_public_tables,check_hub_blurb, andcheck_checkouts. Missing canonical checkouts are PyAutoEars and PyAutoInsight. Remaining stale generated maps include Cortex, Eyes, Pulse and Gut. Prefer syncing already-merged fixes on clean mains before generating changes. Preserve Cortex's dirty science records. - CI phase: inspect Heart
heart/checks/ci_timing.py(classify_cancelled, rollup and event evidence), existing tests and actual run/job logs before deciding whether findings are real failures or require collector repairs.heart/monitoring.pydefines completeness; do not change scoring to hide unresolved evidence. - Missing local script timing is explicit: tick reports no PyAutoHands/run_logs/latest. A tick cannot supply deep timing evidence; use the owning validation procedure.
- Final publication uses
pyauto-heart publishafter reviewing its dry-run and clean-main preconditions. Verify published evidence separately from the local board.
Tier: undeclared — merge mode: human /prm.
Checkpoint
Follow-up 2026-10-04: user explicitly requested getting new repos such as PyAutoInsight and PyAutoPulse. Cloned PyAutoInsight and PyAutoEars into their canonical organs/ paths; fast-forwarded clean PyAutoPulse main by ten commits to f180151. All three checkouts are clean and match origin/main. Broader source-repair plan approval is still pending.
Human approved the phased implementation plan on 2026-10-04: "I approve of the plan". Proceed with bounded repairs and validation; preserve unfinished work. Tier remains undeclared, with human /prm for merges. Register the issue and worktree before source repairs.
Activity
Jammy2211 commentedon Oct 4, 2026
Approved repair progress (2026-10-04):
1c9b924. Four before-fix regression failures now pass; 20 focused and 1181 full Heart tests passed. Independent review CLEAN and Python 3.12/3.13 CI passed. Merge approval is requested, not assumed.60c8df9.testpypi-rehearsal-version, capture exact library heads, continuepyauto-brain release validate --stage3-plan, then ingest integration. No production release dispatched.The task remains open until complete green monitoring evidence is real. Local detailed inventory:
/tmp/heart-remaining-findings.md; durable resume record: Mindactive/restore_dashboard_green.md.Jammy2211 commentedon Oct 4, 2026
Collector phase merged via human /prm: PR #275 →
9d7d590, now installed in canonical Heart main. Every exact-head CI leg passed, and all branch commits are ancestors of origin/main. Completed phase recorded in Mindcomplete/2026/10/heart-dashboard-collectors.md; the covered parser draft was retired, dashboard regenerated, clean task worktree and local branch removed. This umbrella issue remains open because the full-dashboard objective is unfinished.Continued work:
oauth_not_allowed_for_organization. It needs authorized organization authentication/provider remediation. No Slack message sent and no digest rerun attempted.Jammy2211 commentedon Oct 4, 2026
Merged collector repair PR #275 through human-authorized /prm at 9d7d590. The source-phase completion is recorded in Mind; this umbrella issue remains open.
The timing-baseline defect now has a tested repair in PR #277 (7874594): 111 focused and 1,183 full tests pass, independent review CLEAN, and both Python 3.12/3.13 GitHub checks pass. Isolated replay restores 289/300 comparisons while retaining 11 genuinely missing comparisons and one slowdown. Awaiting human merge authorization; live timing evidence is not replaced with unmerged code output.
Workspace smoke run 37198914051 passed. TestPyPI rehearsal 37198725621 passed; its exact artifacts and source SHAs are in /tmp/heart-validation-37198725621. Release integration 37199991757 is still running, with its TestPyPI installation check passed. Once completed, download release-stage-report into that same directory and invoke the Brain release validate ingest procedure with commit_shas.json.
Fresh Heart snapshot: monitoring RED 36/100; release readiness YELLOW 85. Remaining release warnings: seven generated-hook mismatches, two organism-map mismatches, missing current-source rehearsal validation. Dirty science checkouts and explicitly retained worktrees remain intact. Mind digest failure is HTTP 403 oauth_not_allowed_for_organization; fixing authentication needs account/policy action. No production release or messaging workflow was dispatched.
All 46 manifest repositories are present, including newly cloned PyAutoInsight and PyAutoEars; existing PyAutoPulse was updated. Clean main repositories were fast-forwarded; dirty and divergent work was preserved.
Jammy2211 commentedon Oct 4, 2026
All 20 manifest checks now pass after safe upstream synchronization: seven hooks and two organism maps repaired. Six checkouts retained all 128 local files byte-for-byte; Cortex science/check-in records were preserved, its generated dashboard backed up and regenerated. All 46 declared repositories are present.
Release integration 37199991757 completed: 723 passed, 82 skipped, one timeout. All TestPyPI installation checks passed. autolens_workspace_test/scripts/multi_dataset/jax_likelihood/rectangular_rtu.py compiled its JAX vmap in 3.1s then blocked on materialization until the 1805s termination; stack shows block_until_ready via autofit/non_linear/jax_compile.py:249 and script line206. This resembles the documented execution-stall family, but root cause is not established. No quarantine, cap increase, or rerun was used. Full failed logs/artifacts are saved locally and canonical release ingest completed.
Heart now reports release RED60:
release validation FAILED (stage integrate); monitoring RED33. Updated real evidence published. Missing evidence has been replaced with a concrete failure, not a false pass.Separate issue #278's aggregation repair is ready (22 focused, 1200 full tests passed, independent review CLEAN). Isolated copied-cache replay excludes only retired PyAutoConf/PyAutoBuild observations, preserving all150 cache files and configured/global evidence. Current RED shipping authorization requested; patch remains uncommitted and no PR has been opened. Mind records the exact continuation. OAuth organization-access repair for the Mind digest remains a human/account dependency; retained science work is untouched.
Jammy2211 commentedon Oct 4, 2026
Continued without Anthropic work, as explicitly requested. Digest workflow and credentials are untouched.
Heart repair #278 is shipped as PR #279 at ba9d2f3: 1200 local tests passed, independent review CLEAN, Python3.12/3.13 CI passed (37203283615). Human /prm approval requested; no merge yet.
Targeted rectangular_rtu.py diagnostics completed:
The original1805s materialization stall remains unresolved. These focused current-source runs do not reproduce the exact TestPyPI integration environment and do not establish a fix. No quarantine, timeout increase, release/rehearsal retry, upstream message, or evidence override occurred. Heart remains release RED60:
release validation FAILED (stage integrate). All logs and continuation facts recorded in Mind.Jammy2211 commentedon Oct 4, 2026
Resumed under the live task-specific authorization: “I authorize development investigation and repair despite the current RED reason above. Follow start-dev and record the task-specific authorization wherever required.” Merges remain human /prm; applicable branch tests and independent review are still required. No production release, Anthropic work, external messages, watchers, timeout increases, quarantine or evidence erasure.
Fresh canonical Heart tick/readiness remains RED60:
release validation FAILED (stage integrate); monitoring RED33/incomplete. The published STALE45 feed is stale, not clearance.Reviewed saved failed artifact and installation log. New discriminating evidence: failed integration used JAX/JAXlib 0.10.2, explicitly downgraded by workspace-validation.yml after wheel installation. Both passing focused retimes used 0.11.2. This is a runtime confound, not a causal fix. Reconstructing exact TestPyPI wheels, all115 final package pins, workspace df35fd4 and Hands760affd in an isolated diagnostic directory for bounded runs with native-stack capture. Historical XLA research reviewed; settled no-upstream-report decision preserved.
Jammy2211 commentedon Oct 4, 2026
Bounded exact-wheel diagnostic phase (approved umbrella #274)
Tier: undeclared — merge mode: human /prm.
Detailed files:
.github/workflows/release-diagnostic.yml(manual isolated Ubuntu runner, Python3.12.14, explicit wheels, upload diagnostic artifacts even on failure);.github/scripts/release_diagnostic.py(manifest validation, package/import/environment receipt, existing Hands env resolver and workspace retime native-stack helpers, bounded capture);diagnostics/release-37199991757.json(115 observed final pins and immutable repo SHAs);tests/test_release_diagnostic.py(fail-closed manifest and bounded child-process regressions);docs/release_validation.md(diagnostic meaning/limitations and invocation).Starting Heart main34c73d3, clean; no competing Heart Mind claim. Task branch feature/restore-dashboard-green under .worktrees/restore-dashboard-green. Existing approved umbrella plan and live user development override apply to this evidence-gathering phase. No causal fix asserted and release RED remains
release validation FAILED (stage integrate).Jammy2211 commentedon Oct 4, 2026
Summary
The release timeout occurred after compiling
rectangular_rtu.py, but existing focused retimes used a different runtime: JAX/JAXlib 0.11.2 versus the failed integration's 0.10.2. Add a bounded wheel diagnostic with the failed run's 115 package pins, Python patch version and exact workspace/Hands commits. Capture native stacks before the 300s cap, preserve evidence and stop at the first failure.The diagnostic runs on PRs changing its three execution/manifest files and is manually dispatchable. It emits no release-validation artifacts. This is an investigation tool, not a causal timeout fix. Related #274; the umbrella stays open.
API Changes
None — internal diagnostic tooling only. Existing release/smoke gates are unchanged.
Test Plan
Development authorization
Heart remains RED 60:
release validation FAILED (stage integrate).Live task-specific user authorization: “I authorize development investigation and repair despite the current RED reason above. Follow start-dev and record the task-specific authorization wherever required.” Applicable tests and independent review passed as above. This authorizes development shipping only; merges remain explicit human
/prm. No production release, full rehearsal, Anthropic work, timeout increase, quarantine, or adverse-evidence deletion.Full API Changes (for automation & release notes)
Added manual/PR diagnostic runner and a pinned incident manifest. No public library API or migration.
Generated by the PyAutoLabs agent workflow.
Jammy2211 commentedon Oct 4, 2026
Reproduced with native evidence
Hosted diagnostic 37205459198: trial1 PASS9.905s; trial2 TIMEOUT300.021s, after2.6s compilation. Python3.12.14,115 package pins and exact workspace/Hands verified,4CPUs, no cpu.max, XLA_FLAGS=--xla_cpu_multi_thread_eigen=false. Both py-spy and GDB exited0.
All four tf_XLAEigen workers (LWP3258–3261) are blocked in
_lapack.so:BlockingCounter::Wait -> jax::ParallelBatchMap -> CholeskyFactorization -> lapack_dpotrf_ffi -> CustomCallThunk, called on Eigen WorkerLoop. No FftThunk/ducc0 frames. This is a distinct LAPACK thread-pool reentrancy site, not the historical FFT finding. Original Python symptom is matched exactly at jax_compile.py249/script206.Source comparison supplies a targeted remedy: JAX0.10.2 lapack_kernels.cc schedules batch chunks to the pool and waits; JAX0.11.2 compiles that parallel path out of open-source builds and runs chunks inline. The release workflow's old<0.11 install explicitly downgrades past this change.
Continuing the authorized repair: interleave control0.10.2 and candidate0.11.2 runs on the same hosted runner with all other115 pins/data/refs/profile unchanged, preserve both controls and native stacks, then replace obsolete runtime caps only if candidate is verified. No full integration/rehearsal or upstream message.
Jammy2211 commentedon Oct 4, 2026
Timeout repair prepared — PR280, human /prm only
PR #280 at f5bad35.
<0.11recipes forcibly downgraded the installed runtime to0.10.2. PR280 now requires matching JAX/JAXlib>=0.11.2,<0.12 in smoke, integration and notebook validation; unchanged control manifest preserves0.10.2.release validation FAILED (stage integrate). Fresh Heart board published with failed validation preserved; monitoring remains RED33/incomplete. Bounded diagnostic evidence is not full integration clearance.Task-specific live authorization: “I authorize development investigation and repair despite the current RED reason above. Follow start-dev and record the task-specific authorization wherever required.” Applicable branch gates passed above; development shipping only. Human /prm required; no merge or production release performed.
Other findings and continuation
Evidence: committed diagnostics manifest/native witness and docs/release_validation.md; local detailed artifacts under organs/PyAutoMind/tmp/heart-timeout-20261004/hosted-37205459198 and hosted-37206724174. No unattended watchers.
Jammy2211 commentedon Oct 4, 2026
Final-head CI37207278755 passed Python3.12 and3.13 at f5bad35. GitHub PR path filtering triggered redundant diagnostic37207278790 on the bound-only commit; cancelled after completed comparison37206724174. The cancelled duplicate supplies no diagnostic evidence. PR body and Mind continuation updated. Human /prm only; release RED unchanged.
Jammy2211 commentedon Oct 4, 2026
Preserve tested JAX compatibility while excluding native deadlocks
Issue: #274
Type: bug
Repos: @PyAutoHeart @PyAutoNerves @PyAutoHands
Original user request: "ok yes do it properly then"
Approved context: retain0.11.2 CI baseline, evaluate0.9.2 as older supported line, exclude problematic intermediate releases if evidence warrants, protect user installs and align release recipes. CPU/GPU likelihood/gradient/FFT checks, dependency resolution, independent review. Preserve historical FFT workaround and incident0.10.2 native witness. No release, upstream report, merge, watcher, quarantine or cap increase. Existing development RED override remains task-specific.
Plan:
Tier: undeclared — merge mode: human /prm.
Jammy2211 commentedon Oct 4, 2026
Compatibility repair is now independently reviewed CLEAN and the first five PRs are open. The package policy preserves JAX>=0.7,<0.12, excludes0.10.* and0.11.0, and retains platform markers;0.9.2 is a tested older endpoint, not a new minimum or blanket certification. Heart retains0.11.2 as the integration baseline. Consumer metadata requires protected Nerves to prevent resolver fallback.
249ba9e)a76fd9b)14e244f)363b1f3)8721c2e)Local full suites pass: Heart1222, Nerves237, Hands472, Fit2959(2skips), Galaxy1315. Array/Lens/CTI suites are still running before their PRs. Original likelihood passes3CPU+1actualCUDA trials per endpoint; numerical/gradient/NUFFT/Optax/shortNUTS and historicalFFT witnesses pass.25 real-wheel resolver cases pass, plus fresh normal resolution without prereleases using synthetic stable wheels. No publishing version chosen. Release ordering: protected Nerves first, human-selected base higher than2026.10.4.1; strict floor excludes same-base dev/post releases.
Incomplete evidence remains explicit: broader point-source gradient script exceeds300s on both endpoints, after solved-source finite-difference checks. Cause unknown; logs preserved. Original interleaved incident comparison remains inconclusive. Hosted compatibility37210342253 and unit37210342215 are running at Heart8721c2e; neither is release validation.
Exact Heart RED reason remains release validation FAILED (stage integrate). Live authorization: “I authorize development investigation and repair despite the current RED reason above. Follow start-dev and record the task-specific authorization wherever required.” Human approved compatibility work (“ok yes do it properly then”) and isolated Galaxy metadata despite its retained task claim (“Allow isolated metadata change”). Applicable tests/smoke/review recorded above; human
/prmonly. No merge/release/full rehearsal, upstream report, Anthropic changes, timeout increases, quarantine or evidence deletion.Jammy2211 commentedon Oct 4, 2026
Compatibility repair ready for human review
JAX remains >=0.7,<0.12, excluding0.10.* and0.11.0. Tested endpoints0.9.2 and0.11.2 pass CPU and actual CUDA original-likelihood/numerical witnesses. The retained range is not blanket certification. The native-confirmed0.10.2 LAPACK/Eigen path is absent in0.9.2 and disabled in OSS builds from0.11.1; exclusions beyond0.10.2 are source-based precautions. Historical FFT workaround remains.
Hosted Heart compatibility run37210342253 passes both endpoints at8721c2e: Python3.12.14,113 unchanged non-JAX pins, original workspace/Hands commits, three original-likelihood trials each, numerical/gradient/NUFFT/Optax/shortNUTS checks,20FFT iterations. Artifacts and provenance verified. Heart unit CI37210342215 passes both Python legs. Local original likelihood also passes3CPU+1CUDA per version.25 wheel resolver cases and fresh normal no-prerelease resolution pass.
Release coordination: publish policy-bearing Nerves before repaired family wheels; consumers require autonerves>2026.10.4.1. Strict bound excludes same-base dev/post versions. Human chooses higher base version; synthetic2026.10.4.2 test wheels are not a release/version decision. Source builds retain9999.0.0.dev0. Existing lockfiles/old published wheels need explicit repaired-family upgrades; whole-family backtracking remains possible.
Incomplete evidence: broader point_source/jax_grad/gradient.py exceeds unchanged300s diagnostic cap on BOTH endpoints after solved-source finite-difference checks. No demonstrated version-specific cause; logs/native-capture attempts and hashes retained. Earlier control/candidate comparison37206724174 remains inconclusive. No full release integration/rehearsal rerun; original failure is authoritative.
Exact Heart reason: release validation FAILED (stage integrate), RED60. Live authorization: “I authorize development investigation and repair despite the current RED reason above. Follow start-dev and record the task-specific authorization wherever required.” Compatibility plan approved “ok yes do it properly then”; Galaxy claim exception approved “Allow isolated metadata change”. Independent Sol review CLEAN, full suites/targeted evidence listed below. Development only; human /prm and green required CI for merge. No release, upstream report, Anthropic OAuth/credential changes, quarantine, timeout increase, evidence deletion or unattended watcher. Retained science/worktrees and Galaxy's evaluation-grid-cap-field task preserved.
Exact-head completed CI checks at this checkpoint: Nerves184 (Python3.12/3.13/no-JAX), Hands297 (Python3.12/3.13/3.14), Fit1659 (Python3.12/3.13/no-JAX/docs), Galaxy647 (Python3.12/3.13/no-JAX/docs), Array612 (Python3.12/3.13/no-JAX), Heart280 (Python3.12/3.13 and both compatibility endpoints) all pass.
All eight local suites pass:9255 tests,2 skips,5 expected failures. Counts: Heart1222, Nerves237, Hands472, Fit2959, Array1959, Galaxy1315, Lens820, CTI271. Full logs/hashes retained under Mind tmp/heart-timeout-20261004/full-suites.
Open PRs (all pending-release, human /prm):
249ba9e9f13039e6154bd29a9cdfd55a5ea85c09a76fd9b454a8d043935a13d7a074d7fb73cb048714e244fe3be7f986fde5409cc8d37155bdbfe716363b1f3d9bd4ed53aaddc81dc693f3d61b6369c98721c2e3e747561d4cf010fb2a1a6e431224cbb413b41fcb9a2bc4033fc46ab708871ff36dced47e972a1917568b8fb6c157869f869597973eadac9ae8ed5b1b86f01223b13e8eade94e533d8e1364fbLens unit Python3.12/3.13 and CTI CI pending at handoff; Lens docs/no-JAX passed. Human /prm must judge all exact-head required checks. Merge/publish protected Nerves first; do not release these consumer wheels against old Nerves.
Next: human /prm for the reviewed PR set; retain umbrella task until post-merge release-validation planning and remaining findings are resolved. Plan any full validation through the canonical Release Agent with explicit authorization. Investigate the broader point-gradient diagnostic separately with discriminating evidence; do not treat its two timeouts as JAX-version attribution. Anthropic OAuth blocker and science/performance backlog remain untouched.
Jammy2211 commentedon Oct 4, 2026
JAX LAPACK deadlock compatibility repair
issue: fix: restore complete dashboard health and evidence #274
completed: 2026-10-04
scope: Compatibility repair phase only. Umbrella dashboard repair remains active; no release clearance.
authorization: “ok great then wrap up the work her,e prm authorized if needed and continue”
library-pr: fix: exclude deadlocking JAX releases while preserving older support PyAutoNerves#184
pending-release: PyAutoNerves@fix: exclude deadlocking JAX releases while preserving older support PyAutoNerves#184
merge: PyAutoNerves 82a60579a1e715e62094c9d3e14f3a8e10540970
library-pr: fix: prevent release recipes selecting deadlocking JAX versions PyAutoHands#297
pending-release: PyAutoHands@fix: prevent release recipes selecting deadlocking JAX versions PyAutoHands#297
merge: PyAutoHands 5e42698d6f4d51912624c4c93bd3afe9fdf41d63
library-pr: fix: require Nerves with the JAX deadlock exclusions PyAutoFit#1659
pending-release: PyAutoFit@fix: require Nerves with the JAX deadlock exclusions PyAutoFit#1659
merge: PyAutoFit 83844c526ef3fd5d9015e1dd2de6c6182e53f909
library-pr: fix: require Nerves with the JAX deadlock exclusions PyAutoGalaxy#647
pending-release: PyAutoGalaxy@fix: require Nerves with the JAX deadlock exclusions PyAutoGalaxy#647
merge: PyAutoGalaxy 1aa5aa7f2d52d61c6554e0dc7d7cbc70d0b85eb5
library-pr: fix: avoid LAPACK deadlock and validate older JAX compatibility #280
pending-release: PyAutoHeart@fix: avoid LAPACK deadlock and validate older JAX compatibility #280
merge: PyAutoHeart 4920ab9
library-pr: fix: require Nerves with the JAX deadlock exclusions PyAutoArray#612
pending-release: PyAutoArray@fix: require Nerves with the JAX deadlock exclusions PyAutoArray#612
merge: PyAutoArray 9a6237f09a4cc26abad0e8e0742f4da955631033
library-pr: fix: require Nerves with the JAX deadlock exclusions PyAutoLens#766
pending-release: PyAutoLens@fix: require Nerves with the JAX deadlock exclusions PyAutoLens#766
merge: PyAutoLens b695e57b69d168e33b760b169c29cfcf0d9cd8f9
library-pr: fix: require Nerves with the JAX deadlock exclusions PyAutoCTI#112
pending-release: PyAutoCTI@fix: require Nerves with the JAX deadlock exclusions PyAutoCTI#112
merge: PyAutoCTI 5e876a01fed677d3923e501ca6b1cc79ed0e1bbe
All eight PRs merged after all28 jobs across12 current-head workflow runs passed, mergeability CLEAN, freeze clear, and independent Sol review CLEAN. Git ancestry proves every claimed branch is merged.9255 local tests passed (2 skips,5 xfails). CPU/CUDA original-likelihood and numerical probes pass0.9.2/0.11.2; hosted37210342253 passes both withPython3.12.14 and113 unchanged non-JAX pins.25 resolver cases plus fresh normal resolution pass.
Policy preserves>=0.7,<0.12, excludes0.10.* /0.11.0;0.10.2 native LAPACK/Eigen deadlock reproduced, other exclusions source-based. Older0.9.2 lacks path; OSS>=0.11.1 disables it. HistoricalFFT workaround retained. No blanket older-version certification. Consumer autonerves>2026.10.4.1 guard prevents permissive-Nerves fallback; publish protected Nerves first using human-selected higher base version. No package publication here.
Original release validation remains failed. Prior interleaved comparison remains inconclusive. Point-gradient broader diagnostic times out both versions at300s. Follow-up inspection of saved0.11.2 native dump finds active main-thread JAX partial evaluation / cosmology Simpson integration at gradient.py:374, rather than a captured LAPACK wait; later image-plane likelihood prints, proving progress beyond that sample. This does not explain the final timeout.0.9.2 native capture failed; gdb absent. Keep all evidence and investigate separately.
Canonical clean main checkouts fast-forwarded; retained task worktree/data and unrelated dirty science untouched. No Anthropic auth changes, release/rehearsal, upstream report, watcher or cap increase. #274 and active prompt retained for remaining scope; do not close whole umbrella or delete retained worktree.
Evidence: Mind tmp/heart-timeout-20261004/prm-audit.json, merged-prs.json, full-suites/, hosted-37210342253/; Heart committed diagnostics. User requested an Anthropic-repair prompt for a separate chat; handoff supplied, no auth work performed here.
Fresh post-merge Heart assessment: monitoring RED33/incomplete; release RED60, sole reason
release validation FAILED (stage integrate). Board evidence refreshed/published; no release evidence erased.Jammy2211 commentedon Oct 4, 2026
Anthropic digest blocker — diagnosis (read-only, no credentials touched)
.github/workflows/morning_status.yml(pyauto-update-digest), step Summarise pushes with Claude (anthropics/claude-code-action@v1, inputclaude_code_oauth_token: secrets.CLAUDE_CODE_OAUTH_TOKEN;apiKeySource: none). Latest failure 37197502842.api_error_code: oauth_not_allowed_for_organization— "Your organization has disabled Claude subscription access for Claude Code · Use an Anthropic API key instead, or ask your admin to enable access".arxiv_interests.ymluses the same secret and is red with the identical error since 09-16/17.arxiv_papers.ymllooks green only because its Claude step was skipped on no-paper days; it is exposed too.claude setup-tokenfrom an account/org that permits subscription access and set the secret (human-only), or ask the org admin to enable access. An API key or workload-identity federation would mean new billing and needs explicit approval. Not done.Jammy2211 commentedon Oct 4, 2026
Session wrapped up at human request; remaining Heart work will continue in another chat. All eight compatibility PRs are verified MERGED, with the completed phase recorded in Mind complete/2026/10/jax-lapack-compatibility-repair.md. Remaining umbrella task moved to parked.md; active repo claims released. This issue stays open because dashboard/release-validation work is unfinished.
Retained worktree, science/data and diagnostic evidence preserved. Last published monitoring RED33/incomplete; release RED60:
release validation FAILED (stage integrate). No release/rehearsal, further experiment, credential change or watcher. Protected Nerves must publish before consumer wheels. Full continuation remains in active/restore_dashboard_green.md; Anthropic repair handed off separately.Jammy2211 commentedon Oct 4, 2026
Anthropic digest blocker — credential replaced (human action), awaiting scheduled confirmation
oauth_not_allowed_for_organization).claude setup-tokentoken under the Newcastle Team org. A bounded local check (claude -p "reply OK") succeeded with no digest or message sent. Repo secretCLAUDE_CODE_OAUTH_TOKENupdated 2026-10-04T16:09:34Z.pyauto-update-digestandarxiv_interestsruns succeed before calling this blocker closed.Jammy2211 commentedon Oct 4, 2026
Post-merge release validation started (human-authorized: "doing a release now is fine")
/prmhad nothing left.minor=2because the merged libraries requireautonerves>2026.10.4.1and PyPI's latest is 2026.10.4.1; a2026.10.4.1.devNrehearsal would fall below that floor.2026.10.4.2.dev80301. Main SHAs: Nerves 82a6057, Fit 83844c5, Array 9a6237f, Galaxy 1aa5aa7, Lens b695e57.tmp/heart-validation-37216594735.release-stage-reportinto that dir, thenpyauto-brain release validate --ingest <dir> --commit-shas <dir>/commit_shas.json; on GREEN,pyauto-brain release -- 2. No production release yet.Jammy2211 commentedon Oct 5, 2026
2026-10-05 bounded RED recovery — authorized continuation
Original request (verbatim): "Can we investigate heart red and do the only steps required to make it yellow so I dont have to authorise steps"
Live follow-up (verbatim): "Yes I authroize", answering the explicit request to authorize corrective investigation and repairs under Heart #274 for
release validation FAILED (stage integrate).Scope: only the failing integration and its missing report. Broader dashboard findings excluded. No production release, weakening checks, quarantine, timeout inflation, evidence deletion or automatic merge. Tier undeclared; merge mode human /prm.
Plan:
Authorization applies to #274 in this session only. Source failures and reporting failures are separate: restoring report emission alone cannot clear RED. Latest report702 passed/3 failed/19 timeout/82 skipped; old cached report723 passed/1 timeout.
Jammy2211 commentedon Oct 5, 2026
Summary
The integration report job crashes with
ModuleNotFoundError: yamlbefore uploadingrelease-stage-report, leaving Heart on an older validation result. Install the already-declaredPyYAML>=6.0dependency before invokingheart.validate.This repairs report generation only. The latest integration still has 19 execution timeouts and 3 downstream aggregator errors; none are suppressed by this change. Related to #274; the umbrella issue remains open.
API Changes
None — workflow dependency setup only. No library or workspace API changes.
Test Plan
git diff --checkclean.Current RED authorization and remaining recovery
Authoritative reason:
release validation FAILED (stage integrate)(RED60), unchanged after canonical ingestion of the latest artifacts.Live user authorization: “Yes I authroize”, responding to the surfaced reason and corrective investigation/repairs under #274. Authorization and bounded plan.
Causal mapping: missing report dependency → failed emitter → no current stage artifact → install dependency before emission. This is a necessary reporting repair, not a claim that the execution stalls are fixed or that Heart is YELLOW. Ongoing bounded exact-wheel investigation is recorded under #274. No test suppression, increased timeout, release, automatic merge, or issue close. Human merge remains separate; fresh validation is required for recovery.
Jammy2211 commentedon Oct 5, 2026
Bounded current-incident investigation continues in PR281 @6b7bd40. Local115-pin fresh MGE fit passed40.851s; Python patch/machine differ, so this does not clear RED. Expanded independent Sol review CLEAN and141 relevant tests PASS. Hosted one-fit replay37287631900 now running with exact Python3.12.14, source refs and pins, native capture120s/cap300s. Diagnostic-only, no release or validation-clearance claim.
Jammy2211 commentedon Oct 5, 2026
2026-10-05 bounded recovery result — awaiting human merge
PR281 head6b7bd404d1a67589c914b30cdf919fbca9a4e7a7 is ready: report dependency fix plus immutable current-incident diagnostic. Independent Sol reviews CLEAN;119 initial/141 final focused tests PASS;1222 full local Heart tests PASS before workflow-only diagnostic extension; final exact-head GitHub unit run37287636863 Python3.12 and3.13 SUCCESS; mergeStateStatus CLEAN.
Hosted diagnostic37287631900: fresh MGE fit PASS33.666s, Python3.12.14, all115 package pins/exact source refs/import provenance correct, affinity4. Local fresh fit PASS40.851s (Python3.12.10); second local12.099s reused outputs and is not a fresh-fit repetition. No native stall captured. No claim that failures are fixed: latest integration still702pass/3fail/19timeout/82skip, ingested canonically and exact reason
release validation FAILED (stage integrate)remains RED60.Failure evidence:17/19 timeouts explicitly complete compilation and stall materialization;3 aggregator errors follow partial fits and existence-only dataset bootstrap guards. No library/runtime-policy changes made. No blanket rerun, skipped tests, cap increase, release, or production publication.
Next concrete step after human merge: fresh TestPyPI wheels and main-branch integration, followed by canonical Heart ingest. Remote PyAutoLens main advanced to dffea805824196a002ccb90a57687a82467af5a5 (PR768 forward-gradient fix), so old TestPyPI2026.10.4.2.dev80301 does not represent current full library main set. Other four library mains still match prior rehearsal. Source freshness requires new wheels for a current-source verdict. No production release requested. If integration stalls again, retain full native diagnostics and localize before changing runtime policy.
All diagnostic work is complete for this phase; no watcher/schedule left running. Raw evidence in tmp/heart-red-20261005; hosted artifacts retained in GitHub. Awaiting separate human merge and validation authorization per current RED recovery contract; umbrella274 remains open.
Jammy2211 commentedon Oct 5, 2026
Corrective repair ready in PR281 at ad9bbc4.
Control 37310709808 captured four Eigen workers waiting in FFT/ducc0, with a300.047s timeout. No old LAPACK signatures. Candidate37312018327 passes three pristine fits47.383/45.188/45.237s with the same115pins/Python/source revisions; zero provenance errors, only resolved environment delta is
--xla_cpu_multi_thread_eigen=false.Release script runner now appends that flag, preserving existing flags; report emitter dependency fix retained. No timeout, selection, library default or readiness changes.146 focused tests and1227 full Heart tests passed; independent Sol CLEAN; final-head CI37312612310 Python3.12/3.13 SUCCESS; merge state CLEAN.
Fresh Heart12:52UTC remains RED60:
release validation FAILED (stage integrate). Current live authorization “Yes I authroize” and “can we start fixing stuff?” continues to cover corrective development only under the bounded plan in issuecomment-5991210852. Causal mapping: FFT thread-pool re-entry → native-confirmed stall → verified threading mitigation; missing PyYAML → failed report → dependency installation.This proves the targeted mitigation, not every failed script or full release readiness. Existing full integration37286150846 predates the fix, still runs with failed shards, and was not cancelled or duplicated. Human merge separate; subsequent full integration and canonical ingestion must establish recovery. No production release, automatic merge, issue closure or unattended watcher.
Jammy2211 commentedon Oct 5, 2026
Human authorized merging both PRs and corrected the recovery target to YELLOW. Heart281 is MERGED atf6a7fd0233ae87e43be9da857f741fc6cc97cc4d; all current-head CI legs passed. Pulse13 is merged separately and its task is closed.
The five current library main SHAs independently match successful rehearsal37284177843, version2026.10.5.1.dev80401. Reusing those wheels avoids an unnecessary rebuild. Brain preflight passed with cached CI-unknown warnings, then emitted the canonical Stage3 plan. Dispatched corrected integration 37327150241 on merged Heart main. No production release.
Old integration37286150846 finished:703passed/3failed/18timedout/82skipped. Its report is retained at tmp/heart-red-20261005/full-37286150846. Failed validation stays authoritative until the new complete stage report is ingested. Umbrella274 remains open for that recovery; broader monitoring cleanup is outside the current YELLOW target.
Jammy2211 commentedon Oct 5, 2026
Heart release readiness recovered
Completed: 2026-10-05
Issue: #274
PR: #281 (MERGED)
Merge: f6a7fd0
Delivered scope
User narrowed the original whole-dashboard request to minimum release recovery to YELLOW. Canonical Brain health now reports GREEN100 (2026-10-05T15:27:58Z), zero blockers/warnings/evidence gaps. No production release. Broader monitoring housekeeping remains deferred in draft/maintenance/pyautoheart/dashboard_housekeeping_after_release_recovery.md; no complete-monitoring-green claim.
PR281 restores report generation by installing PyYAML and prevents the native-confirmed FFT/Eigen pool deadlock in release-script CI using the established threading flag. JAX/LAPACK compatibility work from the preceding session stays intact.
Validation
pyauto-brain release validate --ingest ... --commit-shas ...combined the rehearsal and integration artifacts and cleared the failed evidence. Follow-uphealth --scope release --json assessconfirmed GREEN100/actionnone.Close-out
Pulse13 also merged as authorized; separate complete/2026/10/profiling-setup-browser.md records that task. All eight real branches in the retained Heart recovery worktree were clean and proven ancestors of their origin/main.98 non-cache ignored test artifacts preserved in tmp/heart-red-20261005/heart-closeout-data.tar.gz (2083095bytes); diagnostic reports remain outside the worktree in the same scratch root. Original scope and historical checkpoints below are retained as history, superseded by this final outcome.