Sutura

Verified self-healing CI that proves the fix

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Hi Product Hunt, Juan here. A few honest notes before you click around. What runs where. The repair model is NVIDIA Nemotron on Nebius Token Factory, which is the hackathon this was built for. GPT-6 Astra sits in the audit gate as a second opinion: it re-runs the same adversarial question and can only reject a repair, never approve one. A third voice, TypeSafe's Jev, answers the same question as a typed choice with a calibrated probability and confidence, and it can only veto too. All three are visible as rows in every result. What the Case Lab is. Five fixed cases you can read right now, each with a deterministic replay. Live runs against the public demo repository are capped at 4 per hour and 24 per day; when the cap is hit you still get the recorded result. Today's live smoke result, with all three audit voices on the record: https://sutura-case-lab.vercel.a... What the numbers are. The v0.3.1 release benchmark ran all 51 Placebo cases on the release commit: zero false approvals, 17 of 19 green-wash traps refused, 10 of 18 repairable failures fixed, 10 of 10 flaky cases correctly left unpatched, USD 3.77 total. Two provider infrastructure stops happened during the run and are disclosed. Evidence files and every workflow URL: https://github.com/juan294/sutur... What the GPT-6 Astra Challenge was like. Astra was the coding model this project started with, and that is why it ended up inside the product too: it is now the second auditor on every repair, wired in this week and running live on the public demo. Its job is to disagree with Nemotron when Nemotron is wrong, and the evidence shows when it does. Built with Astra, and running Astra. Ask me anything about the verification gates, the benchmark, or why it refuses to auto-merge.