About

Nightjar is a submission for the GitLab Transcend hackathon Life After Code (Path A, hands-off). Built solo.

Built with

GitLab Duo Agent Platform, GitLab CI/CD and security scanning, Google Cloud Run, Python and FastAPI. Developed with Claude Code.

Links

• GitLab project
• Live demo (Cloud Run)
• Incident #3 with postmortem

What is next

• More signal sources than synthetic probes (GitLab Observability, error tracking).
• Risk policies per team, learned from past incidents.
• Enforced approvals through protected branches and CODEOWNERS rules (not available to this project's role).