Developer turns code diffs into an evidence-backed risk ledger for AI coding assistants
tcoder7 · reddit · 2026-07-27
A developer built a skill that turns code diffs into an evidence-backed risk ledger for AI coding assistants.
- The motivation is that most production incidents come from hidden assumptions, not obviously broken code.
- Examples include single-processing guarantees, deploy ordering, missing API fields, event ordering, and tenant boundaries.
- The skill aims to make risk analysis repeatable and auditable by forcing the model to point to concrete files and lines, instead of producing free-form warnings that are easy to ignore.
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