Jev in production › Code and security review
Codebase tool uses Jev to flag rule violations and doc inconsistencies; author reports catching 19-20 of 20 planted violations with zero false flags (author).
Keeps a codebase maintainable and its docs consistent while Claude works on it. JeVerifier puts Jev (TypeSafe's fast classifier) beside a Claude coding session to run checks nobody would pay a frontier model to run on every change:
- Code rule checks (wiki lint): every function against the project's own architectural rules, with their documented exceptions. - Doc consistency checks (wiki check): statements that contradict each other across the docs, including a milestone plan before it is implemented. - Context retrieval (ctx find, ctx digest): reading lists for a task, and session digests for handover.
For the project's own README, linking back here: