Testing Rails on Autopilot: An AI Agent That Writes Tests Instead of Developers
Mistral AI built an autonomous agent on top of its open-source coding assistant Vibe that reads Rails source files, generates or improves RSpec tests, and runs in a CI/CD pipeline without human intervention. The agent achieved 100% test pass rate and code coverage on a real codebase of 275 files, with an LLM-as-a-judge quality score of 0.74, up from 0.49 on files that already had tests.
Mistral



