Deterministic CI failure analysis.
Same log in → same result out.
A CLI-first system for turning CI failures into:
typed classifications extracted evidence actionable fix steps stable JSON for automation
No guesswork. No drift. Fully reproducible.
CI debugging today is:
slow noisy inconsistent
Faultline makes failures structured, deterministic, and automatable.
If it can’t be reproduced, it can’t be trusted.