Fix eval accounting collection from AWF exported token logs by pelikhan · Pull Request #70749 · github/gh-aw · GitHub
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Fix eval accounting collection from AWF exported token logs - #70749

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Oct 21, 2026
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@pelikhan pelikhan commented Oct 21, 2026 •

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Summary

Fixes #70714 by preserving evals accounting from AWF's exported runner-visible AWF_TOKEN_USAGE_LOG, rather than only searching fixed firewall directories. Existing non-empty directory fallbacks remain available when the exported file is unavailable. Empty exports are preserved, missing files do not become zero-usage placeholders, and component coverage, conservative estimates, daily limits, and estimate expiration remain unchanged.

Adds generated-shell regression coverage for default and ARC/DinD topologies, exported-path precedence and spaces, empty exports, legacy paths, and unavailable accounting. Documents the transport contract and regenerates 168 affected workflow locks. Recompilation also refreshes one previously stale admission hash in the Caveman optimizer lock; no workflow Markdown, permissions, destinations, or budgets change.

ADR: ADR-70749: Prefer AWF-Exported Token Usage Log for Evals Accounting

Existing-run evidence

Smoke Copilot run 39522345151 counted 13 historical runs: five fully covered runs contributed 112.612865 recorded AIC, and eight unresolved runs each contributed the conservative 1,000-AIC maximum. All eight failures specifically reported missing evals/token_usage.jsonl despite successful evals jobs.

In run 39510857197, evals job 118936697463 exported AWF_TOKEN_USAGE_LOG=/tmp/api-proxy-logs-asbSi6/token-usage.jsonl, while the collector searched only fixed audit/log directories. The evals artifact contains results and execution evidence but no token usage. The pinned AWF v0.28.70 implementation exports this path through GITHUB_ENV for downstream consumers.

This is a prospective producer fix: it cannot recover missing historical files or certify the true usage of those eight runs. Unresolved historical estimates continue to be retried and expire through the existing rolling 24-hour window. No workflows were dispatched, budgets raised, conservative safeguards weakened, or historical results rewritten. Cache cold starts, AOAI pricing/budget reports, prompt optimization, and compiler performance remain separate investigations.

Validation

  • make build and make fmt passed after restoring the missing pinned formatter dependencies.
  • Focused TestDailyAICEvalsCollector* and accounting-transport tests passed, including 14 generated-shell scenario/topology cases.
  • Downstream component-coverage and scan suites: 221 tests passed, covering conservative fallback and estimate lifecycle.
  • Incremental Go lint (--new-from-rev=HEAD before commit) reported zero new issues; emitted collector ShellCheck passed.
  • 345 workflows compiled successfully; make check-workflow-drift passed.
  • Required make agent-report-progress was attempted: sampled impacted Go tests passed, but the aggregate gate failed on shared linter contention. A cache-isolated follow-up gate remained blocked by pre-existing modernize diagnostics in unchanged claude_engine.go, codex_engine.go, and comment_memory.go, plus existing unknown-nolint warnings. No unrelated lint fixes were bundled.
  • Single read-only security review passed the source change. Same-reviewer generated-lock follow-up was unavailable because the runtime rejects followups to synchronous agents; direct byte-equivalence verification confirmed all 168 locks contain exactly the reviewed collector transformation, apart from the noted admission-hash refresh. This limitation is not represented as an additional reviewer PASS.
  • Review follow-up finalized the ADR and linked it above. ADR structure, specification-link existence, and whitespace checks passed. The required publication gate was attempted again: build, schema checks, custom lint, and sampled impacted Go tests passed; shared parallel golangci-lint contention still blocked the aggregate gate. The follow-up changes documentation only.

The report_progress tool is not exposed in this session, so the checked changes were committed and pushed with Git. The shared packed-refs lock prevented branch renaming but did not prevent successful commit/push; shared Git state was not altered.

Prefer AWF_TOKEN_USAGE_LOG for evals accounting while retaining legacy directory fallback. Preserve empty exports and conservative unknown-usage handling, add default and ARC/DinD regressions, and regenerate affected workflow locks.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@pelikhan
pelikhan marked this pull request as ready for review October 21, 2026 02:25
Copilot AI max review requested due to automatic review settings October 21, 2026 02:25
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✅ Ponytail Reviewer completed successfully!

Ponytail Reviewer

Outcome: reported_no_action

The agent completed and reported no action. A no-op output alone does not verify that all required work was completed or that publication was possible.

Agent messages are omitted from this comment. The category uses structured run status, not interpretation of agent prose.

Generated from Ponytail Reviewer · gpt56 · 7.88 AIC · ⌖ 6.32 AIC · ⊞ 14.7K · ◷

Generated by Ponytail Reviewer for #70749

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✅ Test Quality Sentinel completed test quality analysis.

Test Quality Sentinel

Outcome: reported_no_action

The agent completed and reported no action. A no-op output alone does not verify that all required work was completed or that publication was possible.

Agent messages are omitted from this comment. The category uses structured run status, not interpretation of agent prose.

Generated from Test Quality Sentinel · sonnet50 · 13.3 AIC · ⌖ 15 AIC · ◇ 6.65 AIC · ⊞ 12.6K · ◷

🧪 Test quality analysis by Test Quality Sentinel

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🧠 Matt Pocock Skills Reviewer has completed the skills-based review. ✅

🧠 Reviewed using Matt Pocock's skills by Matt Pocock Skills Reviewer

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✅ Design Decision Gate 🏗️ completed the design decision gate check. See the comment below for the result and any generated ADR draft.

Commit pushed: 21d31c8

🏗️ ADR gate enforced by Design Decision Gate 🏗️

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Verdict

No actionable correctness, security, or performance issues were identified in the changed lines. The new exported-log precedence and empty-file handling are covered by focused topology tests; no repository tests were run during this static review.

🔎 Code quality review by PR Code Quality Reviewer · copilot · gpt50 · 1.38 AIC · ⌖ 0.48 AIC · ⊞ 1.6K
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🏗️ Design Decision Gate — ADR Required

This PR adds more than 100 new lines in business-logic directories (109 lines in pkg/workflow/, mostly evals_steps_test.go plus the collector change in evals_steps.go). It does not link an Architecture Decision Record (ADR).

📄 Draft ADR committed: docs/adr/70749-prefer-awf-exported-token-usage-log-for-evals-accounting.md. Review and complete it before merging.

Inferred decision: The evals token-usage collector now reads the AWF-exported AWF_TOKEN_USAGE_LOG first and copies it even when it is empty. It falls back to the legacy fixed firewall directories, which only supply non-empty files, only when that export is unavailable.

🔒 This PR cannot merge until an ADR is linked in the PR body.

📋 What to do next
  1. Review the draft ADR committed to your branch. It was generated from the PR diff.
  2. Complete the missing sections: add context the AI couldn't infer, refine the decision rationale, and list the alternatives you actually considered. The draft currently covers a directory glob, a fixed AWF log path, and no fallback.
  3. Commit the finalized ADR to docs/adr/ on your branch.
  4. Reference the ADR in this PR body by adding a line such as:

    ADR: ADR-70749: Prefer AWF-Exported Token Usage Log for Evals Accounting

Once an ADR is linked in the PR body, this gate will re-run and verify the implementation matches the decision.

❓ Why ADRs Matter

"AI made me procrastinate on key design decisions. Because refactoring was cheap, I could always say 'I'll deal with this later.' Deferring decisions corroded my ability to think clearly."

ADRs create a searchable, permanent record of why the codebase looks the way it does.

📋 Michael Nygard ADR Format Reference

An ADR must contain these four sections to be considered complete:

  • Context: What is the problem? What forces are at play?
  • Decision: What did you decide? Why?
  • Alternatives Considered: What else could have been done?
  • Consequences: What are the trade-offs (positive and negative)?

All ADRs are stored in docs/adr/ as Markdown files numbered by PR number.

🏗️ ADR gate enforced by Design Decision Gate 🏗️ · pi · opus55 · 25.7 AIC · ⌖ 40.4 AIC · ⊞ 1.9K · ◷
Comment /review to run again

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Skills-Based Review 🧠

Applied /diagnosing-bugs and /tdd via pr-triage routing. This is a tightly-scoped, well-tested bug fix — approving with only minor observations.

📋 Key Themes & Highlights

Root cause analysis (/diagnosing-bugs)

The fix correctly targets the root cause: AWF exports the token-usage log path via AWF_TOKEN_USAGE_LOG (through GITHUB_ENV), but the collector only ever searched fixed audit/proxy-log directories, so AWF's actual export location was silently ignored whenever it diverged from those paths. The new pkg/workflow/evals_steps.go logic checks the exported path first and falls back to the legacy directories only when it's unset or the file doesn't exist — this matches the described production failure mode (8 runs exporting AWF_TOKEN_USAGE_LOG to a path the collector never looked at).

Test coverage (/tdd)

TestDailyAICEvalsCollectorExportedLog is a strong addition: it exercises precedence (exported wins over legacy), the 'empty export must not revive stale legacy data' invariant, missing-exported-falls-back-to-legacy, and the critical 'missing accounting stays missing' case (no zero-usage placeholder), across both default and ARC/DinD topologies (14 scenarios total). Verified locally — all pass. The generated-shell approach (actually executing the emitted bash) gives real confidence the YAML-embedded script behaves as intended, not just that string fragments are present.

Minor observations (non-blocking)

  • The new else branch duplicates the existing fallback loop verbatim rather than factoring it into a shared helper/function in the generated script. Given this is single-use generated shell and the diff stays small and readable, this is a reasonable tradeoff — just flagging it in case a third source is added later (would be a good moment to extract a collect() shell function).
  • [ -f "$AWF_TOKEN_USAGE_LOG" ] accepts empty files (by design, per the updated spec doc), which is correct and intentional, and the empty_exported_log_does_not_revive_stale_usage test explicitly locks in that behavior — good catch on an easy-to-miss edge case.
  • Spec doc update is clear and ties the behavior to the existing 'zero-usage placeholder' and 'unresolved accounting' vocabulary already used elsewhere in the spec, so no new terminology was introduced.

Positive highlights

  • ✅ Correct precedence/fallback semantics, verified by executing the generated shell rather than just asserting on string output
  • ✅ Explicitly tests the 'missing accounting MUST NOT become a zero-usage placeholder' invariant — the kind of negative-space test that's easy to skip
  • ✅ Doc and code changed together; spec language reuses existing vocabulary
  • ✅ Surgical diff: no unrelated behavior, budgets, or permissions changed

Note: lock-file-only changes (168 files) were not individually reviewed beyond confirming they are the expected mechanical regeneration of this collector step.

🧠 Reviewed using Matt Pocock's skills by Matt Pocock Skills Reviewer · copilot · sonnet50 · 76.6 AIC · ⌖ 14.9 AIC · ⊞ 10.2K
Comment /matt to run again

Address design-gate feedback with observed accounting evidence, exported-log precedence, compatibility alternatives, and conservative prospective consequences.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
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Reply to comment 6306474772: Accepted as a completed static review with no actionable findings, so no code change is needed. This review notification is not being treated as evidence that repository tests ran.

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Reply to comment 6306475158: Accepted as a reported_no_action notification; it requests no implementation change. Publication readiness and validation are tracked separately, including the aggregate gate limitations in the PR body.

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Reply to comment 6306476366: Accepted as a completed test-quality analysis with no specific fix requested. No test changes are needed for this notification, and its no-action outcome is not being used as proof of test success.

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Reply to comment 6306478058: Accepted the completed approval and its assessment that the single-use fallback loop is appropriate here. No helper extraction is warranted for this fix; the existing focused cases cover exported-log precedence, empty-file handling, and legacy fallback.

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Reply to comment 6306485498: Accepted and reviewed the generated ADR, then finalized it in commit f29c9cd. The PR body now links ADR-70749, including the observed accounting evidence and compatibility rationale.

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Reply to comment 6306565014: Accepted: finalized the Context, Decision, Alternatives Considered, and Consequences sections in ADR-70749, marked it Accepted, and linked it in the PR body. The record clarifies that empty logs do not prove zero usage and that historical estimates, budget limits, component coverage, and retry/expiry rules remain unchanged.

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🔵 Needs a closer look

The changes require final human review because they are too complex or risky for automated approval.

No open issues 🎉

What changed in this PR

Fixes #70714 prospectively by collecting evals accounting from AWF’s exported log path without weakening conservative accounting safeguards.

Changes:

  • Prioritizes AWF_TOKEN_USAGE_LOG, preserving empty exports and existing non-empty legacy fallbacks.
  • Adds 14 generated-shell regression cases and documents the transport contract.
  • Regenerates 168 workflow locks and refreshes the Caveman optimizer’s stale admission hash.

No confirmed issues or security regressions found. Tests and scanners were not rerun; an isolated shell probe was inconclusive.

File Description
pkg/​workflow/​evals_steps.go Updated as part of this pull request.
pkg/​workflow/​evals_steps_test.go Updated as part of this pull request.
docs/​src/​content/​docs/​specs/​ai-credits-specification.md Updated as part of this pull request.
.github/​workflows/​weekly-blog-post-writer.lock.yml Updated as part of this pull request.
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.github/​workflows/​stale-repo-identifier.lock.yml Updated as part of this pull request.
.github/​workflows/​stale-pr-cleanup.lock.yml Updated as part of this pull request.
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Review effort: Max

@pelikhan
pelikhan merged commit e80a8f5 into main Oct 21, 2026
29 checks passed
@pelikhan
pelikhan deleted the pelikhan-didactic-goggles branch October 21, 2026 02:41
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[aw] Smoke Copilot: exceeded daily AI credits budget

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