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Open_Ultra_SAST/.kiro/specs
Marius CiepluchandClaude Fable 5.1 ec7a5ed90d docs(pre-push-safety-net): record the model-driven pipeline result on v2 and stop
Exploratory, 7 of 17 cases, stopped when the account emptied:
- source-only scope: a model reading every product file puts the vulnerable
  function among the candidates in 15/17 (ranker 1/17, vocabulary 2/17);
- per-file triage + per-file 6-step hunts + two-pass agreement: 12/15 candidate
  cases on the validation set; 4/7 on the full run, two more in one pass of two;
- precision: 5 pgAdmin agreed findings read against source, 3 true (privileged),
  2 false with self-contradicting rationales; agreement cannot catch an error
  both passes make;
- cost: $0.009-0.022 per candidate for two passes.

Four instrument defects fixed on the way (model id, provider routing, JSON-mode
final turn, unbounded tool output) void the earlier hunter number. No gate is
met; qualification needs population v3 and a protocol that states the judge
stage, the pass rule and a config-family question.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
2026-09-29 11:29:06 +02:00
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