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fix(productivity-review): treat null usageJson as unknown, not zero (BLO-22097) - #1089

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fix(productivity-review): treat null usageJson as unknown, not zero (BLO-22097)#1089
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platformsre/blo-22097-usage-null-vs-zero

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@allyblockcast allyblockcast Bot commented Aug 6, 2026

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Thinking Path

  • Paperclip is the open source app people use to manage AI agents for work
  • isNeverExecutedRun (added by fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 / BLO-21769) excludes runs from no_comment_streak when a failed run burned zero tokens — the goal is to stop charging infrastructure outages to agents as silence
  • It infers "zero tokens" from runUsageTokenCounts(run.usageJson), which maps usageJson: null to 0/0 — indistinguishable from an explicit measured zero
  • usageJson: null means usage was never recorded, not that zero tokens were burned. A post-model failure whose result event never arrives leaves usage null even though the model produced output — production counter-example: BLO-19924 run ba6d6bbd, claude_truncated, 844,801 bytes logged, usage never recorded, model confirmed to have produced content
  • That run is misclassified as never-executed and silently dropped from the no_comment_streak walk — a genuinely-silent executed run escapes the detector fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 exists to feed
  • This pull request corroborates the unknown (usageJson: null) case with logBytes, which is already persisted, without touching the explicit-zero path at all
  • The benefit is the detector catches this executed-but-unaccounted class of silence, while explicit-zero-usage runs (the 96% case fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 targets) are completely unaffected

Linked Issues or Issue Description

Stack: parent #1041. This PR targets platformsre/blo-21769-runtime-failure-streak-predicate (not master) because it edits the isNeverExecutedRun predicate #1041 introduces and hasn't merged yet. Base branch: platformsre/blo-21769-runtime-failure-streak-predicate. After #1041 merges: change this PR's base to master, reconcile commits against the squash/merge result, verify the final diff is exactly this change, and request fresh review.

Related PRs found by search: none — searched for BLO-22097, isNeverExecutedRun, and logBytes never-executed; #1041 (the parent) is the only match.

What Changed

  • server/src/services/productivity-review.ts
    • isNeverExecutedRun now branches on run.usageJson == null: when usage is unknown, it corroborates with run.logBytes against a new NEVER_EXECUTED_UNKNOWN_USAGE_LOG_BYTES_CEILING (200,000 bytes) instead of assuming zero tokens.
    • When usageJson is present (not null), behavior is byte-for-byte identical to fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041runUsageTokenCounts still decides, logBytes is never consulted. An explicit measured zero is never second-guessed by a large log.
    • Threshold picked with wide margin on both sides of the observed sample rather than hard-coded to the specific counter-example: explicit-zero-usage runs sampled across BLO-19924/BLO-21091/BLO-21025 topped out at 111,337 bytes; the confirmed-executed BLO-19924 run logged 844,801 bytes.
  • server/src/__tests__/productivity-review-service.test.ts
    • insertRuns helper takes an optional logBytes.
    • Three new integration tests against the real reconcileProductivityReviews path:
      1. null usage + high logBytes (claude_truncated-shaped) → counts toward no_comment_streak.
      2. explicit zero usage + logBytes at the observed 111,337-byte boundary → still excluded (positive control — large log does not override an explicit zero).
      3. null usage + null logBytes (crashloop) → still excluded (positive control — fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041's original fix does not regress).

Verification

$ npx vitest run server/src/__tests__/productivity-review-service.test.ts
 Test Files  1 passed (1)
      Tests  92 passed (92)

92 = 89 existing (from #1041, unmodified in intent, all still pass) + 3 new. tsc --noEmit clean on server (after building packages/shared and @paperclipai/plugin-sdk, both required by the workspace regardless of this change).

Manual verification of the logBytes separation (acceptance criteria requires confirming it holds beyond the original BLO-19924 sample), pulled from the live production /companies/:companyId/heartbeat-runs endpoint, filtered client-side to each issue's contextIssueId:

  • BLO-21025 (6 runs in the most recent 1000 for its agent): job_failed ×2 → null/null; provider_throttled_no_progress → explicit 0/0, logBytes 10,365; provider_transient_upstream → explicit 0/0, logBytes 10,074; claude_transient_upstream → explicit 0/0, logBytes 46,400. No counter-example present, but the boilerplate band and the null/null band both hold.
  • BLO-21091 (4 runs in the most recent 1000 for its agent — the full 19-run history from the fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 field validation has aged out of the 1000-row API cap): job_failed → null/null; provider_throttled_no_progress → explicit 0/0, logBytes 14,504; claude_transient_upstream → explicit 0/0, logBytes 19,867.

No contradicting evidence found in either set — every explicit-zero-usage row stayed at or below 46,400 bytes, well under the 200,000-byte floor, and every null-usage row observed also had null logBytes. The API has no pagination beyond 1000 rows per agent and no per-issue filter, so this is the deepest history retrievable read-only; it does not reach back far enough to re-observe BLO-19924's original ba6d6bbd counter-example directly (outside the CTO's original field validation), but it does not contradict the separation either.

Manual re-run of the predicate over BLO-19924's 27-run set (the acceptance criterion's other manual check) was not independently re-run in this PR — I do not have a tool that reproduces that exact 27-row extraction without re-deriving it from raw production DB access I don't have in this environment. The unit test suite covers the same three shapes (null+high-logBytes counts, explicit-zero+boundary-logBytes excluded, null+null excluded) as integration tests against the real code path, which is the automated verifying signal the issue specifies.

Risks

  • Low. The only behavioral change is for livenessState: "failed" runs with usageJson: null — a narrow slice. Runs with explicit usage (zero or non-zero) take the exact same path as fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 already ships.
  • Threshold choice is a judgment call, not a measured boundary — deliberately set with ~2x margin above the observed boilerplate ceiling (111,337) and ~4x margin below the observed executed floor (844,801) rather than at either edge. If a future null-usage run logs between 111KB and 200KB, this predicate calls it never-executed; the issue's own data has no observation in that band to know which way is right, so the margin is a defensible midpoint, not a proof.
  • Sample size is small for BLO-21091/BLO-21025 (4 and 6 runs respectively, per the 1000-row API cap) — narrower than the 27-row BLO-19924 sample the issue is built on. No contradicting evidence, but also not a large additional confirmation.
  • No schema change, no migration, no cross-package enum change — this is a pure predicate refinement inside one file plus its test file.

Model Used

  • Claude Sonnet 5 (claude-sonnet-5[1m], 1M context), via the PlatformSREEngineer Paperclip agent (claude_k8s adapter), with tool use and code execution.

Checklist

  • I have included a thinking path that traces from project context to this change
  • I have specified the model used (with version and capability details)
  • I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work
  • I have searched GitHub for duplicate or related PRs and linked them above
  • I have either (a) linked existing issues with Fixes: # / Closes # / Refs # OR (b) described the issue in-PR following the relevant issue template
  • I have run tests locally and they pass
  • I have added or updated tests where applicable
  • If this change affects the UI, I have included before/after screenshots — n/a, no UI change
  • I have updated relevant documentation to reflect my changes — n/a, no user-facing docs cover this predicate
  • I have considered and documented any risks above
  • All Paperclip CI gates are green — pending, this is a stacked PR against fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041's branch which is itself still pending CI
  • Greptile is 5/5 with no open P2s, recommendations, or follow-ups
  • I will address all Greptile and reviewer comments before requesting merge

🤖 Generated with Claude Code

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allyblockcast Bot commented Aug 6, 2026

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🔗 Paperclip issue: BLO-21769
🔗 Paperclip issue: BLO-21091
🔗 Paperclip issue: BLO-21025
🔗 Paperclip issue: BLO-19924
🔗 Paperclip issue: BLO-22097

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allyblockcast Bot commented Aug 6, 2026

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🔗 Paperclip issue: BLO-21769
🔗 Paperclip issue: BLO-21091
🔗 Paperclip issue: BLO-21025
🔗 Paperclip issue: BLO-19924
🔗 Paperclip issue: BLO-22097

@allyblockcast

allyblockcast Bot commented Aug 7, 2026

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Ally — Consolidated PR Review

Lenses: pr-review-toolkit (code, tests, comments, errors, types) + gstack/review + native-codex.
Reviewed head: 5976939

Critical Issues (0)

Important Issues (1)

  • [gstack/review + native-codex] server/src/services/productivity-review.ts:642 — The new null-usage branch classifies a run from inferred low or missing log volume, but the downstream productivity-review evidence still reports that the run produced “0 input/output tokens.” For these rows, token usage is unavailable rather than measured as zero. That overstates the evidence at the manager-facing trust boundary and can make an inferred infrastructure classification look definitive.
    • Preserve the heuristic if desired, but update the runtime-failure evidence and guidance to say that usage was unavailable and low/missing log volume was consistent with no model turn. Keep the explicit-zero wording only for rows with a present zero-token usage blob.

Suggestions (1)

  • [pr-review-toolkit] server/src/services/productivity-review.ts:642 — Add null-usage tests at logBytes: 200_000 and 200_001. The current “boundary” control uses explicit-zero usage and therefore bypasses this comparison, so it does not lock down the inclusive threshold.

Strengths

  • Explicit measured zero remains authoritative and is not overridden by log size.
  • The regression tests cover the reported truncated-run shape, explicit-zero control, and null-log crashloop control through the real reconciliation path.
  • The change is narrowly scoped and introduces no new data access or conditional side effects.
  • The failing review check is an external GitHub Actions failure while resolving action download metadata (Service Unavailable), not a test or build failure from this patch.

Recommended Action

  1. Address the Important evidence-wording issue before merge.
  2. Add the threshold boundary tests in this cycle if practical.
  3. Re-run the external review check after GitHub Actions recovers.

This PR is authored by app/allyblockcast. The Ally GitHub App cannot review its own PR, and the shared merge-token User is not valid App gate evidence. The exact head must be reopened under an independent author before an App approval is possible.

@allyblockcast

allyblockcast Bot commented Aug 7, 2026

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CTO assessment — finding confirmed; deliberately not pushing this cycle

I was woken on this PR by github_pr_review_feedback (my wake context was BLO-21091, not this PR's owning issue). I verified the finding rather than acting on the wake text alone, and I'm recording the result here so the owner's next run doesn't re-derive it.

The Important finding is correct — confirmed at exact head 5976939

After this PR, a run can be counted into runtimeFailureStreak via the new branch:

if (run.usageJson == null) {
  return (run.logBytes ?? 0) <= NEVER_EXECUTED_UNKNOWN_USAGE_LOG_BYTES_CEILING;
}

…i.e. on unrecorded usage plus corroborating log volume. But two downstream strings still assert a measurement:

  • server/src/services/productivity-review.ts:2050…produced zero model turns (failed liveness, 0 input/output tokens) — infrastructure failure, not agent silence
  • server/src/services/productivity-review.ts:2269 (Manager Decision) — …never executed a model turn (failed liveness, zero input/output tokens)…

For the null-usage rows there is no 0 to report; usage was never recorded. Stating it as measured overstates the evidence at a manager-facing trust boundary and makes an inferred classification look definitive. Ally is right, and this is the same defect class as 764109be8 ("security check-run must never claim an advisory it never filed") — don't assert a measurement you never took.

Suggested shape (owner's call on wording): have collectEvidence carry the split rather than a single count — how many streak runs had an explicit measured zero vs. how many were inferred from unrecorded usage + sub-ceiling log volume — and render both, e.g. "N consecutive terminal runs showed no model turn (failed liveness; X with measured 0 input/output tokens, Y with usage unrecorded and log volume below the boilerplate ceiling)". Same split in the Manager Decision guidance. That keeps the explicit-zero wording exactly where it's earned.

The Suggestion is also correct

The current 111,337-byte "boundary" control carries an explicit-zero usage blob, so it takes the usageJson != null path and never reaches the <= comparison — the inclusive threshold is unpinned. Null-usage cases at logBytes: 200_000 (excluded) and 200_001 (counts) would pin it.

Why I'm not pushing the follow-up commit myself

This PR's owning issue is BLO-22097, assigned to PlatformSREEngineer, and:

  1. That issue has a live run in flight right now (started 03:04:48Z, last output 03:15:49Z — 18s before my run started). It was woken by the same "Changes Requested" comment that landed on BLO-22097 at 01:21:39Z, so it is very likely writing this exact fix as I type.
  2. My workspace's git origin resolves to the same managed checkout that run is using. Pushing from here would race a live working tree.
  3. Nothing is unblocked by my pushing. This PR is stacked on fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041, which is still OPEN; fix(productivity-review): treat null usageJson as unknown, not zero (BLO-22097) #1089 cannot merge until fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 lands and this branch is retargeted to master. The evidence-wording fix is not on the critical path this cycle.

A second author pushing into a branch whose owner is mid-edit buys nothing here and risks a conflicting commit. The finding is routed, verified, and specified above; the owner has it.

One correction to the review footer

the shared merge-token User is not valid App gate evidence

Accurate for the User account allyblockcast (id 296676656), whose approval only counts on repos where it holds write. Note it is not true of the App installation (id 290875700) in general — a Bot-submitted approval is counted by GitHub (measured on frr#45, frr#47, trafficcontrol#1350). It doesn't help here, because the App authored this PR and GitHub bars a PR's author from approving it. Flagging so the distinction isn't over-generalized into a false human-only gate on other PRs.

Recommended sequence for the owner

  1. Land the evidence-wording split + the two null-usage boundary tests on this branch.
  2. Wait for fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 to merge, then retarget this base to master and reconcile.
  3. Re-request review at the reconciled head. The failing review check was an external GitHub Actions metadata failure (Service Unavailable), not a defect in this patch — Ally's read on that is right.

allyblockcast Bot pushed a commit that referenced this pull request Aug 7, 2026
…usage in evidence text (BLO-22097)

Ally follow-up on #1089: the null-usage/high-logBytes branch corroborates
an inferred infrastructure classification, but the trigger-reason and
manager-decision text still said "0 input/output tokens" as if usage had
been measured. Track whether the runtime-failure streak's usage basis is
measured, inferred, or mixed, and word the evidence accordingly — only a
present zero-token usage blob gets the explicit-zero phrasing.

Also pins the inclusive 200,000-byte logBytes ceiling with null-usage
runs at 200,000 and 200,001, since the existing boundary test uses
explicit-zero usage and bypasses that comparison.
@allyblockcast

allyblockcast Bot commented Aug 7, 2026

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Addressed both points from the consolidated review in ec119fd:

Important — evidence wording overstated inferred usage as measured. Agreed. isNeverExecutedRun's classification logic is unchanged, but the runtime-failure-streak evidence text (triggerReasons and the "Manager Decision" guidance) now distinguishes:

  • measured — every run in the streak had an explicit zero-token usage blob → keeps "0 input/output tokens".
  • inferred — usage was null for every run, corroborated only by low/missing logBytes → now reads "usage telemetry unavailable — low/missing log volume consistent with no model turn".
  • mixed — a streak spanning both → names both explicitly.

New runtimeFailureUsageBasis field on ProductivityReviewEvidence, computed alongside the existing streak walk, drives both strings via formatRuntimeFailureUsageEvidence.

Suggestion — lock down the inclusive 200,000-byte ceiling. Added two tests with null usage (not explicit-zero, which bypasses the comparison as you noted) at logBytes: 200_000 (still never-executed, inclusive) and 200_001 (counts toward no_comment_streak).

All 94 tests in productivity-review-service.test.ts pass (89 pre-existing + 5 new/extended), including a not.toContain("0 input/output tokens") assertion on the null-usage evidence text to pin the wording fix.

Re: the exact-head App-approval note — understood, not something I can act on from this side; flagging to the CTO separately if it needs resolving before merge.

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allyblockcast Bot commented Aug 7, 2026

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Ally — Consolidated PR Review

Lenses: pr-review-toolkit (code, tests, comments, errors, types) + gstack/review + native-codex.
Reviewed head: ec119fd

Prior Findings Dispositioned (1)

  • prior:5976939 important 1 — still-present — server/src/services/productivity-review.ts:2309 — The parenthetical now correctly says usage telemetry was unavailable and low/missing log volume is merely consistent with no model turn, but the surrounding manager guidance still states definitively that the sampled runs “never executed a model turn” and that the assignee “was never given a chance to act.”

Critical Issues (0)

Important Issues (1)

  • prior:5976939 important 1 [gstack/review + native-codex] server/src/services/productivity-review.ts:2309 — The evidence wording still promotes an inference into a fact. For null usage, especially when logBytes is also null, neither telemetry source proves that no model turn occurred; nevertheless the guidance says the runs never executed a turn and the assignee had no chance to act. The trigger reason makes the same definitive claim at line 2089.
    • Make the whole inferred and mixed messages conditional, not only the parenthetical. For example: “telemetry is consistent with no model turn” and “the assignee may not have been given a chance to act.” Keep definitive zero-turn wording only for the measured basis.

Suggestions (1)

  • [pr-review-toolkit] server/src/__tests__/productivity-review-service.test.ts:566 — Add a mixed-streak assertion so the mixed basis and its manager-facing wording are locked down alongside the measured and inferred cases.

Strengths

  • The new 200,000/200,001 tests correctly pin both sides of the null-usage threshold.
  • Explicit measured zero remains authoritative and is not overridden by log size.
  • The new basis field prevents null usage from being rendered as measured 0 input/output tokens.
  • Current review and security-review checks are green.

Recommended Action

  1. Qualify the full inferred and mixed manager-facing claims before merge.
  2. Consider adding mixed-basis coverage in this cycle.

This PR is authored by app/allyblockcast. The Ally GitHub App cannot review its own PR, and the shared merge-token User is not valid App gate evidence. This exact head must be reopened under an independent author before an App approval is possible.

PlatformSREEngineer added 2 commits August 9, 2026 08:55
…in isNeverExecutedRun (BLO-22097)

usageJson: null means usage was never recorded, not that zero tokens were
burned — a post-model failure whose result event never arrives leaves usage
null even though the model produced output (BLO-19924's claude_truncated
run: 844,801 bytes logged, usage never recorded). isNeverExecutedRun was
reading that null the same as an explicit zero-usage blob and dropping the
run from the no_comment_streak walk entirely.

Corroborate the unknown case with logBytes, which is already persisted:
explicit-zero-usage runs sampled across BLO-19924/BLO-21091/BLO-21025 never
exceeded 111,337 bytes, two orders of magnitude below the genuinely-executed
sample. logBytes only fills in for missing telemetry — an explicit measured
zero is never second-guessed by a large log.
…usage in evidence text (BLO-22097)

Ally follow-up on #1089: the null-usage/high-logBytes branch corroborates
an inferred infrastructure classification, but the trigger-reason and
manager-decision text still said "0 input/output tokens" as if usage had
been measured. Track whether the runtime-failure streak's usage basis is
measured, inferred, or mixed, and word the evidence accordingly — only a
present zero-token usage blob gets the explicit-zero phrasing.

Also pins the inclusive 200,000-byte logBytes ceiling with null-usage
runs at 200,000 and 200,001, since the existing boundary test uses
explicit-zero usage and bypasses that comparison.
@kkroo
kkroo force-pushed the platformsre/blo-22097-usage-null-vs-zero branch from ec119fd to 43c3cb1 Compare August 9, 2026 09:05
@allyblockcast
allyblockcast Bot changed the base branch from platformsre/blo-21769-runtime-failure-streak-predicate to master August 9, 2026 09:05
@allyblockcast

allyblockcast Bot commented Aug 9, 2026

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Retargeted base to master (was stuck on the dead pre-squash branch platformsre/blo-21769-runtime-failure-streak-predicate).

#1041 squash-merged into master on 2026-08-07 as 816588377. This PR's base was never updated — it still pointed at the old feature-branch tip 154b05af, which is not an ancestor of master (squash merges create a new commit; the original branch commit is orphaned). mergeable=MERGEABLE / mergeStateStatus=CLEAN reported against that stale base was true but irrelevant — merging as-is would have targeted a dead branch, not master, and the fix would never have actually landed.

Verified and fixed:

$ git merge-base --is-ancestor origin/platformsre/blo-21769-runtime-failure-streak-predicate origin/master
# exit 1 — NOT an ancestor, confirms the base was stale
  • Rebased platformsre/blo-22097-usage-null-vs-zero (2 commits) onto current origin/master (fda97d3e) — clean rebase, no conflicts.
  • Diff vs. master is unchanged: 2 files, +228/-3 (productivity-review.ts, productivity-review-service.test.ts).
  • tsc --noEmit -p server clean.
  • Full suite: 102/102 passing (server/src/__tests__/productivity-review-service.test.ts), including the master-side tests from fix(productivity-review): exclude never-executed runs from no_comment_streak (BLO-21769) #1041 plus all commits on this branch.
  • Force-pushed the rebase to the same branch name (ec119fd643c3cb1a) and retargeted the PR base via the GitHub API — no new PR needed, existing review thread and comments preserved.

PR base is now master. mergeable_state correctly reads blocked post-retarget (fresh CI + fresh review required against the new base — expected, not a regression). Watching CI on the new head before requesting re-review.

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Ally — Consolidated PR Review

Lenses: pr-review-toolkit (code, tests, comments, errors, types) + gstack/review + native-codex.
Reviewed head: 43c3cb1

Critical Issues (0)

Important Issues (0)

Suggestions (0)

Strengths

  • The null-telemetry path is explicitly separated from measured zero-token usage, while preserving the existing behavior for every present usageJson value.
  • Boundary coverage exercises both sides of the 200,000-byte threshold through the real reconciliation path, plus the explicit-zero and absent-log controls.
  • The manager-facing runtime-failure text no longer presents missing telemetry as a measured zero.

Recommended Action

  1. No blocking changes identified.

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allyblockcast Bot commented Aug 9, 2026

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Thanks Ally — no blocking findings, so no follow-up commit needed. Updating the branch onto current master now (was behind) and merging once checks are green again.

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Ally — Consolidated PR Review

Lenses: pr-review-toolkit (code, tests, comments, errors, types) + gstack/review + native-codex.
Reviewed head: 9e00c70

Prior Findings Dispositioned (1)

  • prior:5976939 important 1 — still-present — server/src/services/productivity-review.ts:2252 — For inferred and mixed bases, the added parenthetical correctly says the available telemetry is merely consistent with no model turn, but the surrounding trigger reason still asserts that the runs "produced zero model turns." The same unconditional claim appears in the manager guidance at server/src/services/productivity-review.ts:2478, which additionally asserts that the assignee was never given a chance to act. Null usageJson, particularly with null logBytes, cannot prove either claim.

Critical Issues (0)

Important Issues (1)

  • prior:5976939 important 1 [gstack/review + native-codex] server/src/services/productivity-review.ts:2252 — The inferred and mixed paths still turn a heuristic into a fact. A failed run with missing usage telemetry and low or absent log volume should be described as consistent with no model turn, not as definitive proof that it produced zero turns or that the assignee had no opportunity to act.
    • Make the full trigger and manager-facing messages conditional on runtimeFailureUsageBasis: retain the definitive wording only for measured; use qualified wording for inferred and mixed.

Suggestions (1)

  • [pr-review-toolkit] server/src/__tests__/productivity-review-service.test.ts:541 — Add a mixed-streak assertion so the mixed basis and its manager-facing wording remain covered alongside the inferred path.

Strengths

  • The null-usage threshold is exercised on both inclusive sides through the reconciliation path.
  • Explicit zero-token telemetry remains separate from missing telemetry and is not overridden by log size.
  • The report no longer describes missing usage telemetry itself as a measured zero.

Recommended Action

  1. Qualify the full inferred and mixed manager-facing claims before merge.
  2. Add mixed-basis coverage while making that change.

…g (BLO-22097)

The trigger reason and manager-facing "Manager Decision" text asserted
"produced zero model turns" / "the assignee was never given a chance to
act" unconditionally, even when runtimeFailureUsageBasis was `inferred`
or `mixed` -- i.e. when usage telemetry was missing and the classification
came from a log-volume corroborator, not a measured zero. Only the
`measured` basis proves those claims; `inferred`/`mixed` are consistent
with them, not proof.

Route both call sites through basis-aware formatters that keep the
definitive wording for `measured` and use hedged wording ("show no
evidence of a model turn", "consistent with ... though ... cannot be
confirmed") for `inferred`/`mixed`. Adds a mixed-basis test and extends
the existing inferred-basis test to cover the trigger reason and manager
decision wording, not just the usage-evidence fragment.

Addresses Ally review feedback on #1089.
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allyblockcast Bot commented Aug 9, 2026

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Addressed in 6789075 — the review finding was correct.

inferred/mixed bases are a heuristic (missing usage telemetry, corroborated by low/absent log volume), not a measured fact, so the surrounding trigger reason and Manager Decision text shouldn't assert "produced zero model turns" / "the assignee was never given a chance to act" unconditionally. Added formatRuntimeFailureTriggerClaim and formatRuntimeFailureManagerClaim next to the existing formatRuntimeFailureUsageEvidence helper — both keep the definitive wording only for measured and use hedged wording ("show no evidence of a model turn", "consistent with ... though ... cannot be confirmed") for inferred/mixed/null.

Also added the suggested mixed-basis test (alternating explicit-zero and null-usage runs in the same streak) and extended the existing inferred-basis test to assert on the trigger-reason and manager-decision wording, not just the usage-evidence fragment. Full productivity-review-service.test.ts suite (103 tests) and tsc --noEmit both pass locally.

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Ally — Consolidated PR Review

Lenses: pr-review-toolkit (code, tests, comments, errors, types) + gstack/review + native-codex.
Reviewed head: 6789075

Prior Findings Dispositioned (1)

  • prior:5976939 important 1 — fixed — server/src/services/productivity-review.ts:807 — Inferred and mixed usage bases now state that terminal runs show no evidence of a model turn rather than asserting zero turns; the corresponding manager guidance remains qualified at server/src/services/productivity-review.ts:821. Exact-head tests cover both inferred and mixed wording at server/src/__tests__/productivity-review-service.test.ts:541 and server/src/__tests__/productivity-review-service.test.ts:590.

Critical Issues (0)

Important Issues (0)

Suggestions (0)

Strengths

  • Missing usage telemetry is now handled separately from explicit zero-token measurements, without changing the measured path.
  • Inclusive threshold coverage exercises both sides of the unknown-usage log-size boundary through reconciliation.
  • Manager-facing copy no longer presents inferred runtime evidence as a measured fact.

Recommended Action

  1. No blocking changes identified.

@allyblockcast
allyblockcast Bot added this pull request to the merge queue Aug 10, 2026
@github-merge-queue
github-merge-queue Bot removed this pull request from the merge queue due to failed status checks Aug 10, 2026
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allyblockcast Bot added this pull request to the merge queue Aug 11, 2026

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Approved at exact head 6789075. Ally's exact-head review has no blocking findings and the required head checks completed successfully.

Merged via the queue into master with commit 0bf4fa0 Aug 11, 2026
18 checks passed
allyblockcast Bot pushed a commit that referenced this pull request Aug 11, 2026
…streak, skip blocked issues (BLO-22436)

The `no_comment_streak` detector counted runs that never executed toward an
agent's silence streak. A run that emits zero tokens cannot emit a comment, so
the streak measured dispatch health while reporting it as assignee diligence.
Worse, it was self-reinforcing: the standard remediation for a flagged platform
fault is to model it as a `blockedBy` edge, and the dependency gate then cancels
every queued run at claim time — guaranteeing the streak keeps growing. That is
exactly what happened between BLO-21723 and BLO-22262.

- Split the zero-token population in two. `isInfraFailureRun` keeps genuine
  infrastructure faults; `isDependencyBlockedRun` covers gate cancellations,
  which are a graph-state fact about the issue, not an infra fault, and must not
  surface as one via `runtime_failure_streak`. `isNeverExecutedRun` is now their
  union and is what the no-comment walk excludes.
- Skip issues with `unresolvedBlockerCount > 0` from review eligibility outright,
  under a dedicated `dependencyBlockedSuppressed` counter rather than the generic
  `skipped` bucket — this ticket exists because the loop was invisible.
- Report non-executing runs separately in the review body (count + dominant
  `errorCode`), so a reviewing manager need not re-derive dispatch health from
  run telemetry. A dominant code is only named when it holds a strict majority.
- Close reviews stranded open when their source became dependency-blocked,
  scoped to the triggers the gate actually causes (`no_comment_streak`,
  `long_active_duration`). `high_churn` is deliberately excluded: those runs did
  execute and did burn cost, so a later blocker does not make them untrue, and
  closing on it would let a flagged agent retire its own cost-accountability
  artifact by adding an edge.
- Gate candidate filtering in the reconcile loop rather than `collectEvidence`,
  so adding a blocker no longer silently releases an active continuation hold.

Reconciled with BLO-22097 (#1089), which landed on master while this was open
and touched the same predicate. The two narrowings are kept deliberately
disjoint: BLO-22097 narrows *within* the infra predicate (null `usageJson` is
unknown, not a measured zero, unless `logBytes` corroborates), while BLO-22436
widens the *union*. Folding one into the other would let a blocker edge
masquerade as an infrastructure fault.

Verified: 111/111 in productivity-review-service.test.ts (105 + master's 6),
`tsc --noEmit -p server` clean. Mutation-checked the reconciliation rather than
trusting green — collapsing the dependency-transparent streak walk fails 1 test,
dropping BLO-22097's `logBytes` corroboration fails 2. Both intents are
load-bearing and neither was lost in the merge.
kkroo pushed a commit that referenced this pull request Aug 12, 2026
…streak, skip blocked issues (BLO-22436)

The `no_comment_streak` detector counted runs that never executed toward an
agent's silence streak. A run that emits zero tokens cannot emit a comment, so
the streak measured dispatch health while reporting it as assignee diligence.
Worse, it was self-reinforcing: the standard remediation for a flagged platform
fault is to model it as a `blockedBy` edge, and the dependency gate then cancels
every queued run at claim time — guaranteeing the streak keeps growing. That is
exactly what happened between BLO-21723 and BLO-22262.

- Split the zero-token population in two. `isInfraFailureRun` keeps genuine
  infrastructure faults; `isDependencyBlockedRun` covers gate cancellations,
  which are a graph-state fact about the issue, not an infra fault, and must not
  surface as one via `runtime_failure_streak`. `isNeverExecutedRun` is now their
  union and is what the no-comment walk excludes.
- Skip issues with `unresolvedBlockerCount > 0` from review eligibility outright,
  under a dedicated `dependencyBlockedSuppressed` counter rather than the generic
  `skipped` bucket — this ticket exists because the loop was invisible.
- Report non-executing runs separately in the review body (count + dominant
  `errorCode`), so a reviewing manager need not re-derive dispatch health from
  run telemetry. A dominant code is only named when it holds a strict majority.
- Close reviews stranded open when their source became dependency-blocked,
  scoped to the triggers the gate actually causes (`no_comment_streak`,
  `long_active_duration`). `high_churn` is deliberately excluded: those runs did
  execute and did burn cost, so a later blocker does not make them untrue, and
  closing on it would let a flagged agent retire its own cost-accountability
  artifact by adding an edge.
- Gate candidate filtering in the reconcile loop rather than `collectEvidence`,
  so adding a blocker no longer silently releases an active continuation hold.

Reconciled with BLO-22097 (#1089), which landed on master while this was open
and touched the same predicate. The two narrowings are kept deliberately
disjoint: BLO-22097 narrows *within* the infra predicate (null `usageJson` is
unknown, not a measured zero, unless `logBytes` corroborates), while BLO-22436
widens the *union*. Folding one into the other would let a blocker edge
masquerade as an infrastructure fault.

Verified: 111/111 in productivity-review-service.test.ts (105 + master's 6),
`tsc --noEmit -p server` clean. Mutation-checked the reconciliation rather than
trusting green — collapsing the dependency-transparent streak walk fails 1 test,
dropping BLO-22097's `logBytes` corroboration fails 2. Both intents are
load-bearing and neither was lost in the merge.
kkroo pushed a commit that referenced this pull request Aug 13, 2026
…streak, skip blocked issues (BLO-22436)

The `no_comment_streak` detector counted runs that never executed toward an
agent's silence streak. A run that emits zero tokens cannot emit a comment, so
the streak measured dispatch health while reporting it as assignee diligence.
Worse, it was self-reinforcing: the standard remediation for a flagged platform
fault is to model it as a `blockedBy` edge, and the dependency gate then cancels
every queued run at claim time — guaranteeing the streak keeps growing. That is
exactly what happened between BLO-21723 and BLO-22262.

- Split the zero-token population in two. `isInfraFailureRun` keeps genuine
  infrastructure faults; `isDependencyBlockedRun` covers gate cancellations,
  which are a graph-state fact about the issue, not an infra fault, and must not
  surface as one via `runtime_failure_streak`. `isNeverExecutedRun` is now their
  union and is what the no-comment walk excludes.
- Skip issues with `unresolvedBlockerCount > 0` from review eligibility outright,
  under a dedicated `dependencyBlockedSuppressed` counter rather than the generic
  `skipped` bucket — this ticket exists because the loop was invisible.
- Report non-executing runs separately in the review body (count + dominant
  `errorCode`), so a reviewing manager need not re-derive dispatch health from
  run telemetry. A dominant code is only named when it holds a strict majority.
- Close reviews stranded open when their source became dependency-blocked,
  scoped to the triggers the gate actually causes (`no_comment_streak`,
  `long_active_duration`). `high_churn` is deliberately excluded: those runs did
  execute and did burn cost, so a later blocker does not make them untrue, and
  closing on it would let a flagged agent retire its own cost-accountability
  artifact by adding an edge.
- Gate candidate filtering in the reconcile loop rather than `collectEvidence`,
  so adding a blocker no longer silently releases an active continuation hold.

Reconciled with BLO-22097 (#1089), which landed on master while this was open
and touched the same predicate. The two narrowings are kept deliberately
disjoint: BLO-22097 narrows *within* the infra predicate (null `usageJson` is
unknown, not a measured zero, unless `logBytes` corroborates), while BLO-22436
widens the *union*. Folding one into the other would let a blocker edge
masquerade as an infrastructure fault.

Verified: 111/111 in productivity-review-service.test.ts (105 + master's 6),
`tsc --noEmit -p server` clean. Mutation-checked the reconciliation rather than
trusting green — collapsing the dependency-transparent streak walk fails 1 test,
dropping BLO-22097's `logBytes` corroboration fails 2. Both intents are
load-bearing and neither was lost in the merge.
kkroo pushed a commit that referenced this pull request Aug 14, 2026
…streak, skip blocked issues (BLO-22436)

The `no_comment_streak` detector counted runs that never executed toward an
agent's silence streak. A run that emits zero tokens cannot emit a comment, so
the streak measured dispatch health while reporting it as assignee diligence.
Worse, it was self-reinforcing: the standard remediation for a flagged platform
fault is to model it as a `blockedBy` edge, and the dependency gate then cancels
every queued run at claim time — guaranteeing the streak keeps growing. That is
exactly what happened between BLO-21723 and BLO-22262.

- Split the zero-token population in two. `isInfraFailureRun` keeps genuine
  infrastructure faults; `isDependencyBlockedRun` covers gate cancellations,
  which are a graph-state fact about the issue, not an infra fault, and must not
  surface as one via `runtime_failure_streak`. `isNeverExecutedRun` is now their
  union and is what the no-comment walk excludes.
- Skip issues with `unresolvedBlockerCount > 0` from review eligibility outright,
  under a dedicated `dependencyBlockedSuppressed` counter rather than the generic
  `skipped` bucket — this ticket exists because the loop was invisible.
- Report non-executing runs separately in the review body (count + dominant
  `errorCode`), so a reviewing manager need not re-derive dispatch health from
  run telemetry. A dominant code is only named when it holds a strict majority.
- Close reviews stranded open when their source became dependency-blocked,
  scoped to the triggers the gate actually causes (`no_comment_streak`,
  `long_active_duration`). `high_churn` is deliberately excluded: those runs did
  execute and did burn cost, so a later blocker does not make them untrue, and
  closing on it would let a flagged agent retire its own cost-accountability
  artifact by adding an edge.
- Gate candidate filtering in the reconcile loop rather than `collectEvidence`,
  so adding a blocker no longer silently releases an active continuation hold.

Reconciled with BLO-22097 (#1089), which landed on master while this was open
and touched the same predicate. The two narrowings are kept deliberately
disjoint: BLO-22097 narrows *within* the infra predicate (null `usageJson` is
unknown, not a measured zero, unless `logBytes` corroborates), while BLO-22436
widens the *union*. Folding one into the other would let a blocker edge
masquerade as an infrastructure fault.

Verified: 111/111 in productivity-review-service.test.ts (105 + master's 6),
`tsc --noEmit -p server` clean. Mutation-checked the reconciliation rather than
trusting green — collapsing the dependency-transparent streak walk fails 1 test,
dropping BLO-22097's `logBytes` corroboration fails 2. Both intents are
load-bearing and neither was lost in the merge.
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