Roadmap

Phased Rollout

Phase 1 — Foundation (Complete)

• LogTailer agent with polling, fingerprinting, and deduplication
• TestGen agent with LLM test generation and Sandbox execution
• Orchestrator with Hono dashboard API
• D1 schema (7 tables) with typed query helpers
• R2 artifact storage
• Queue pipeline (5 queues + DLQ)
• AgentWorkflow wrappers for durable execution
• Error fingerprinting with SHA-256 and normalization
• Integration test suite

Phase 2 — Intelligence (Complete)

• CodeTriage agent with multi-turn LLM root cause analysis
• FixAgent with TDD cycle (reproduce → fix → verify → PR)
• GitHub REST API helpers (issues, PRs)
• Sandbox container image (Bun + gh + oxlint)
• LLM secret sanitization
• Confidence-based routing (needs_human for low confidence)

Phase 3 — Observability (Planned)

• TracingAgent for non-Cloudflare origins via Tail Workers
• Dashboard WebSocket feed for real-time updates
• Circuit breakers for external service failures
• AI Gateway integration for LLM caching and cost tracking
• GitHub Issue creation in the triage flow
• Enhanced source code reading (beyond src/index.ts)

Phase 4 — Hardening (Planned)

• Security audit and penetration testing
• Chaos testing (agent failures, queue delays, D1 latency)
• Multi-language support (Python, Go, Rust workers)
• Rate limiting on the Orchestrator API
• RBAC for API access
• Browser Rendering for visual reproduction
• Full documentation site with tutorials

Contributing

See the Contributing Guide for how to get involved.