Entries tagged with: WORKFLOW

Pretext reinforces what serious AI-assisted engineering looks like: hard constraints, real oracles, tiny repros, rejection.

Agents over-deliver. They write tests, update docs, refactor nearby code—when all you wanted was a surgical fix.

Running 100% autonomous AI agents in VMs to go from idea to implementation without touching a keyboard