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Fix eval accounting collection from AWF exported token logs - #70749
Conversation
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>
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✅ Ponytail Reviewer completed successfully! Ponytail ReviewerOutcome: 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.
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✅ Test Quality Sentinel completed test quality analysis. Test Quality SentinelOutcome: 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.
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🧠 Matt Pocock Skills Reviewer has completed the skills-based review. ✅
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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:
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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
Comment /review to run again
🏗️ Design Decision Gate — ADR RequiredThis PR adds more than 100 new lines in business-logic directories (109 lines in 📄 Draft ADR committed: Inferred decision: The evals token-usage collector now reads the AWF-exported
📋 What to do next
Once an ADR is linked in the PR body, this gate will re-run and verify the implementation matches the decision. ❓ Why ADRs Matter
ADRs create a searchable, permanent record of why the codebase looks the way it does. 📋 Michael Nygard ADR Format ReferenceAn ADR must contain these four sections to be considered complete:
All ADRs are stored in
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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.
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| 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. |
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Review effort: Max

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.jsonldespite 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 throughGITHUB_ENVfor 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 buildandmake fmtpassed after restoring the missing pinned formatter dependencies.TestDailyAICEvalsCollector*and accounting-transport tests passed, including 14 generated-shell scenario/topology cases.--new-from-rev=HEADbefore commit) reported zero new issues; emitted collector ShellCheck passed.make check-workflow-driftpassed.make agent-report-progresswas 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-existingmodernizediagnostics in unchangedclaude_engine.go,codex_engine.go, andcomment_memory.go, plus existing unknown-nolint warnings. No unrelated lint fixes were bundled.The
report_progresstool 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.