Autonomous Software Delivery
Built an agentic delivery system that turns production issues into competing fixes, tested pull requests, and reviewed releases.
From production issue to reviewed PR · Role: Architect & Engineer
Architecture
- Telemetry intake and issue deduplication feed a self-hosted Gitea agent hub.
- Two isolated worktrees generate competing implementations; an independent judge scores correctness, scope, style, and tests.
- A bounded repair pass addresses test failures. Pull requests retain the review and promotion gate.
Results & scale
- One automatic repair turn per run
- Two candidate implementations scored across four review dimensions
Technology stack
- LangGraph
- Azure AI Foundry
- Gitea
- GlitchTip
- Python
My contribution
Original agent orchestration and delivery tooling, integrated with self-hosted open-source infrastructure.