backpressured

An end-to-end development loop automates plan, implement, verify, and ship phases. It gates every step with lint, tests, benchmarks, manual testing, independent code review, and PR monitoring to ensure quality before release.

Autonomous code review and PR monitoring use agents to evaluate code changes and track pull requests continuously. This enforces quality gates automatically before delivering code to production.

To set up project-specific rules for automated development loops, use a BACKPRESSURE.md file. This configures custom constraints and provides resources like scripts, references, and assets for deterministic tasks.

Yes, you can run benchmarks and linting automatically before shipping code. The verify phase explicitly gates delivery with lint, tests, benchmarks, and manual testing to ensure quality standards are met.

The best way to orchestrate plan, implement, verify, and ship phases is using a backpressured loop. It coordinates these sequential steps while enforcing independent code review and PR monitoring throughout the process.

No external dependencies are required to run independent code review automation. The orchestration loop operates autonomously, though you can provide optional scripts, references, and assets via BACKPRESSURE.md for project-specific context.