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Write back to the detections, carefully CI #34: Commit 00684fa pushed by AizensCode
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Age out the history without aging out the safety net CI #33: Commit 8c656a3 pushed by AizensCode
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See the link that never appears as a link: the attachment channel CI #32: Commit fa6bf29 pushed by AizensCode
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Finish the run the crash interrupted: cross-restart dedupe CI #31: Commit e0d67dc pushed by AizensCode
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Stop the desk politely: SIGTERM becomes a drain CI #30: Commit 248c39e pushed by AizensCode
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Give the memory real indexes: postings, a time bisect, and one rule CI #29: Commit 0f7fa0c pushed by AizensCode
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Give the desk a voice: structured logging and the heartbeat CI #28: Commit 565cafa pushed by AizensCode
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Ship the supervisor the watchdog assumes: the deployment unit CI #27: Commit bd28e03 pushed by AizensCode
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Give the watch loop a dead-man's switch CI #26: Commit 6cfc4d0 pushed by AizensCode
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Refuse to close an alert the copilot never actually saw CI #25: Commit e5acb0d pushed by AizensCode
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Stop the history store re-reading itself on every alert CI #24: Commit 5ef4372 pushed by AizensCode
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Make the unattended parts boring: the robustness bundle CI #23: Commit f78574c pushed by AizensCode
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Trust only rulings on alerts you handled: ruling-channel provenance CI #22: Commit 82a0a00 pushed by AizensCode
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Same signature, opposite verdict: the WAF SQL-injection family CI #21: Commit 8bc1286 pushed by AizensCode
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Ground the ambiguous consent event: OAuth illicit-consent family + sa… CI #20: Commit 39b8240 pushed by AizensCode
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Measure the desk, not just the model: Scorecard v2 CI #19: Commit b3a4393 pushed by AizensCode
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Ask the upgrade question with data: a model A/B harness on the calibr… CI #18: Commit a51b46f pushed by AizensCode
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Record the calibration, don't just claim it: a first-class calibratio… CI #17: Commit a3dd127 pushed by AizensCode
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Build a valid request without a key: coerce reputation headers to "" CI #16: Commit a92323b pushed by AizensCode
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Freeze reputation so the eval measures the model: recorded tool casse… CI #15: Commit d73e35b pushed by AizensCode
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Close the space in the quoted-pvalue guard: three phishing hardening … CI #14: Commit d576f7e pushed by AizensCode
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Read the headers, not the vibes: phishing deep-dive enrichment CI #13: Commit 85e93b2 pushed by AizensCode
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Spend the cheap model first: --tiered model routing CI #12: Commit 8e29a1b pushed by AizensCode
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Stop paying twice for the same alert: --dedup near-duplicate suppression CI #11: Commit bc82faa pushed by AizensCode
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Pin the log-search verdict shift: the harness brings its own SIEM CI #10: Commit c3d4dc6 pushed by AizensCode
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