Self-Healing Back End That Does TDD
TDD-first auto-fix approach writes failing tests before generating patches, not just patching blindly.
Sentry-to-PR pipeline with Telegram approval gates and sandboxed Docker agent runs.
DevOps teams wanting automated error-to-fix workflows
Sweep · LinearB · Cursor Agent
TDD-first auto-fix approach writes failing tests before generating patches, not just patching blindly.
Four-agent pipeline from Sentry crash to PR, but human approval still required.
Multi-agent orchestration demo, but bootstrapping still requires humans—Cognition Labs did this first.
Telegram-gated YouTube for kids, but requires DNS blocking to truly work.
AI agent actually fixes bugs in real VMs, not just prompting. Firecracker isolation + verified PRs.
Sentry-compatible error tracking CLI designed for AI agents, not humans.