You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
{{ message }}
Repository navigation
log_warnings spike — suspected bad deploy: 306ac09 #539
Suspected bad deploy: commit 306ac09 / "fix(vahter): keep autoban classification lookups correlated (#530)" touched src/VahterBanBot/ within the preceding 72h. ArgoCD recorded two deploys in the window: revision 41949a4c48ae4254d81e3254fec8878b5e4db998 deployed at 2026-09-28T07:17:12Z and revision 415ce2dac0ba4167ff600632400d032e25dfcd57 deployed at 2026-09-28T12:01:29Z.
This is an error-series anomaly (dormant_exempt=false). Per monitor rules, correlated deploys must be filed — updating the existing open fingerprint with fresh evidence.
Suspected bad deploy: ArgoCD revision 9f5a637e (deploy id=208, deployedAt=2026-09-30T07:24:33Z).
Merges to main touching src/VahterBanBot in the preceding 72h:
Correlated — suspected bad deploy: merge 5e7ec91 (PR #538, "Add daily moderation quality statistics with late-event repair") touched src/VahterBanBot/ within the preceding 72h. ArgoCD deploy id=209 (revision fdc5421e77240d278cee8cdc79b030151d34ef49) deployedAt 2026-09-30T10:55:55Z is within 72h and may have rolled this change.
ArgoCD deploys in the preceding 72h: id=206..210 (revisions 41949a4c..., 415ce2d..., 9f5a637..., fdc5421e..., 85d2ef9e...) — present.
I checked change_context. There were merges and ArgoCD deploys in the preceding 72h that could plausibly explain past increases; however today's evidence shows log_warnings_24h is below its 28-day median. As this is an existing error-series fingerprint, I am posting a clean status comment rather than filing a new issue.
This run reads clean for the log_warnings_24h signal. The known open fingerprint vahter/monitor/error-burst/log_warnings_24h shows consecutive_clean_days=1 and days_since_last_active=0 (mechanical). Posting the first transition-back comment marking the signal as clean.
This run reads clean for the log_warnings_24h signal (below anomaly thresholds). Continuing to wait out the 7-day clean bar before closing the fingerprint.
This run reads clean for the log_warnings_24h signal (within baseline). The known open fingerprint vahter/monitor/error-burst/log_warnings_24h reports days_since_last_active=3 and consecutive_clean_days=3. Posting daily heartbeat while waiting to reach 7 consecutive clean days before closing.
Signal reads clean this run. Mechanical: last_active_at=2026-09-30T20:35:21Z days_since_last_active=4 consecutive_clean_days=4.
Posting daily heartbeat while waiting to reach 7 consecutive clean days before closing.
Mechanical state from fingerprints: days_since_last_active=6, consecutive_clean_days=6 — still below the 7-day close bar; will close after 7 consecutive clean days.
Activity
github-actions commentedon Sep 30, 2026
Problem
Elevated warning volume for
log_warnings_24hremains active in this run.Evidence
log_warnings_24hseries (from the evidence bundle):current=69, median_7d=17, median_28d=17, ratio_vs_28d=4.0588235294117645, z_score_28d=7.039753776383079, history_days_28d=29, low_confidence=false, max_28d=68
Baseline comparison
current=69 median_7d=17 median_28d=17 ratio_vs_28d=4.0588235294117645 z_score_28d=7.039753776383079 history_days_28d=29
Change correlation
Correlated — suspected bad deploy: merge
306ac09/ "fix(vahter): keep autoban classification lookups correlated" (PR #530) touchedsrc/VahterBanBot/in the preceding 72h.ArgoCD deploys in preceding 72h:
This is an error-series anomaly (
dormant_exempt=false). Per monitor rules, correlated deploys must be filed — updating the existing open fingerprint with fresh evidence.Run timestamp: 2026-09-30T04:38:18Z
github-actions commentedon Sep 30, 2026
Problem
Elevated warnings count:
log_warnings_24houtside baseline.Evidence
log_warnings_24h: current=71 median_7d=17 median_28d=17 ratio_vs_28d=4.176470588235294 z_score_28d=6.387785636790477 history_days_28d=29Change correlation
Suspected bad deploy: ArgoCD revision
9f5a637e(deploy id=208, deployedAt=2026-09-30T07:24:33Z).Merges to
maintouchingsrc/VahterBanBotin the preceding 72h:5e7ec91Add daily moderation quality statistics with late-event repair (Add daily moderation quality statistics with late-event repair #538)306ac09fix(vahter): keep autoban classification lookups correlated (fix(vahter): avoid global event scans in auto-ban scoring #530)github-actions commentedon Sep 30, 2026
Automated monitor agent comment (run timestamp: 2026-09-30T16:36:49Z)
Problem
Elevated warnings count:
log_warnings_24houtside baseline.Evidence
log_warnings_24h: current=65, median_7d=17, median_28d=16.5, ratio_vs_28d=3.9393939393939394, z_score_28d=4.6578796539016665, history_days_28d=29Baseline comparison
current=65 median_7d=17 median_28d=16.5 ratio_vs_28d=3.9393939393939394 z_score_28d=4.6578796539016665 history_days_28d=29
Change correlation
Correlated — suspected bad deploy: merge
5e7ec91(PR #538, "Add daily moderation quality statistics with late-event repair") touchedsrc/VahterBanBot/within the preceding 72h. ArgoCD deploy id=209 (revisionfdc5421e77240d278cee8cdc79b030151d34ef49) deployedAt2026-09-30T10:55:55Zis within 72h and may have rolled this change.github-actions commentedon Sep 30, 2026
Problem
Recurring elevated
log_warnings_24houtside baseline — currently active.Evidence
log_warnings_24h: current=50 median_7d=17 median_28d=16.5 ratio_vs_28d=3.0303030303030303 z_score_28d=2.932891594074934 history_days_28d=28 low_confidence=falseBaseline comparison
current=50 median_7d=17 median_28d=16.5 ratio_vs_28d=3.0303030303030303 z_score_28d=2.932891594074934 history_days_28d=28
Change correlation
Correlated — suspected bad deploy: merges to
src/VahterBanBot/in the preceding 72h:8587c8aFix Azure OpenAI trace attribution and expose content-filter rejections (Fix Azure OpenAI trace attribution and expose content-filter rejections #542)5e7ec91Add daily moderation quality statistics with late-event repair (Add daily moderation quality statistics with late-event repair #538)306ac09fix(vahter): keep autoban classification lookups correlated (fix(vahter): avoid global event scans in auto-ban scoring #530)ArgoCD deploys to
vahter-botin the preceding 72h:Because this is an error-series finding (warnings/errors), a nearby merge/deploy raises severity — file as
correlated — suspected bad deploy.github-actions commentedon Oct 1, 2026
Problem
First transition back within baseline for previously-filed error-burst
log_warnings_24h(issue #539).Evidence
log_warnings_24h: current=14, median_7d=17, median_28d=16.5, ratio_vs_28d=0.8484848484848485, z_score_28d=-0.4977323657451609, history_days_28d=28, low_confidence=false
Baseline comparison
current=14 median_7d=17 median_28d=16.5 ratio_vs_28d=0.8484848484848485 z_score_28d=-0.4977323657451609 history_days_28d=28
Change correlation
Merges touching
src/VahterBanBot/in the preceding 72h:ArgoCD deploys in the preceding 72h: id=206..210 (revisions 41949a4c..., 415ce2d..., 9f5a637..., fdc5421e..., 85d2ef9e...) — present.
I checked
change_context. There were merges and ArgoCD deploys in the preceding 72h that could plausibly explain past increases; however today's evidence showslog_warnings_24his below its 28-day median. As this is an existing error-series fingerprint, I am posting acleanstatus comment rather than filing a new issue.github-actions commentedon Oct 1, 2026
Monitor update — vahter — 2026-10-01T08:42:53Z
Sources
prometheus: ok
loki: ok
argocd: ok
Evidence (verbatim from bundle)
log_warnings_24h: current=14 median_7d=17 median_28d=16 ratio_vs_28d=0.875 z_score_28d=-0.48799294167915797 history_days_28d=29 low_confidence=false
Assessment
This run reads clean for the
log_warnings_24hsignal. The known open fingerprintvahter/monitor/error-burst/log_warnings_24hshowsconsecutive_clean_days=1anddays_since_last_active=0(mechanical). Posting the first transition-back comment marking the signal as clean.github-actions commentedon Oct 2, 2026
Monitor heartbeat — vahter — 2026-10-02T01:08:51Z
Sources
prometheus: ok
loki: ok
argocd: ok
Evidence (verbatim from bundle)
log_warnings_24h: current=22 median_7d=17 median_28d=16 ratio_vs_28d=1.375 z_score_28d=0.25414307885489534 history_days_28d=28 low_confidence=false
Assessment
This run reads clean for the
log_warnings_24hsignal (below anomaly thresholds). Continuing to wait out the 7-day clean bar before closing the fingerprint.github-actions commentedon Oct 3, 2026
Monitor agent heartbeat — signal clean
Evidence
log_warnings_24h: current=29, median_7d=21, median_28d=17, ratio_vs_28d=1.7058823529411764, z_score_28d=0.8638056771395488, history_days_28d=28, low_confidence=false
Mechanical (from fingerprint): last_active_at=2026-09-30T20:35:21Z, days_since_last_active=2, consecutive_clean_days=2
Sources: prometheus/loki/argocd: ok
Posting daily heartbeat while waiting to reach 7 consecutive clean days before closing.
github-actions commentedon Oct 4, 2026
Monitor heartbeat — vahter — 2026-10-04T10:27:32Z
Sources
prometheus: ok
loki: ok
argocd: ok
Evidence
log_warnings_24h: current=18 median_7d=24 median_28d=17 ratio_vs_28d=1.0588235294117647 z_score_28d=-0.20421805398296033 history_days_28d=29 low_confidence=false
Assessment
This run reads clean for the
log_warnings_24hsignal (within baseline). The known open fingerprintvahter/monitor/error-burst/log_warnings_24hreportsdays_since_last_active=3andconsecutive_clean_days=3. Posting daily heartbeat while waiting to reach 7 consecutive clean days before closing.github-actions commentedon Oct 5, 2026
Monitor heartbeat — vahter — run timestamp: 2026-10-05T08:52:37Z
Sources
prometheus: ok loki: ok argocd: ok
Evidence (verbatim)
log_warnings_24h: current=24 median_7d=24 median_28d=18.5 ratio_vs_28d=1.2972972972972974 z_score_28d=0.3169772246444546 history_days_28d=29 low_confidence=false
Assessment
Signal reads clean this run. Mechanical: last_active_at=2026-09-30T20:35:21Z days_since_last_active=4 consecutive_clean_days=4.
Posting daily heartbeat while waiting to reach 7 consecutive clean days before closing.
github-actions commentedon Oct 5, 2026
Monitor heartbeat — vahter — run 2026-10-05T20:45:22Z
Evidence (verbatim)
log_warnings_24h: current=9, median_7d=24, median_28d=19, ratio_vs_28d=0.47368421052631576, z_score_28d=-1.061520443985427, history_days_28d=28, low_confidence=false
Baseline comparison
current=9 median_7d=24 median_28d=19 ratio_vs_28d=0.47368421052631576 z_score_28d=-1.061520443985427 history_days_28d=28
Change correlation
src/VahterBanBot/in preceding 72h: noneMechanical status
vahter/monitor/error-burst/log_warnings_24hgithub-actions commentedon Oct 6, 2026
Monitor heartbeat — vahter — run 2026-10-06T01:07:46Z
Evidence (verbatim)
log_warnings_24h: current=10, median_7d=23.5, median_28d=18.5, ratio_vs_28d=0.5405405405405406, z_score_28d=-0.9605658772451788, history_days_28d=28, low_confidence=false
Baseline comparison
current=10 median_7d=23.5 median_28d=18.5 ratio_vs_28d=0.5405405405405406 z_score_28d=-0.9605658772451788 history_days_28d=28
Change correlation
src/VahterBanBot/in preceding 72h: noneMechanical status
vahter/monitor/error-burst/log_warnings_24hgithub-actions commentedon Oct 7, 2026
Signal 'log_warnings_24h' is within baseline this run.
Evidence
log_warnings_24h: current=17, median_7d=23, median_28d=17.5, ratio_vs_28d=0.9714285714285714, z_score_28d=-0.2713764133974802, history_days_28d=28, low_confidence=false
Mechanical state from fingerprints: days_since_last_active=6, consecutive_clean_days=6 — still below the 7-day close bar; will close after 7 consecutive clean days.
Run timestamp
2026-10-07T01:12:14Z
github-actions commentedon Oct 7, 2026
Closing: vahter/monitor/error-burst/log_warnings_24h
The issue's mechanical fields show
days_since_last_active: 7andconsecutive_clean_days: 7. Today's evidence confirms the series is within baseline.Baseline comparison:
current=22 median_7d=22 median_28d=17 ratio_vs_28d=1.2941176470588236 z_score_28d=0.21705652371713877 history_days_28d=28
Known issue metadata:
Action: Closing this issue because mechanical 7-day bar is met and today's live evidence confirms the signal is clean.