Test
aa21f064f7
T1: Error recovery, observability, metrics, audit logging (8 tasks) T2: Caching, parallelism, distributed locking (8 tasks) T3: Plugins, templates, dependencies, custom judges, nested workflows (8 tasks) Total project timeline: ~3 months T0→T3.
3.3 KiB
Project Roadmap
Multi-agent dev orchestrator for Temporal, building toward a fully autonomous software development system.
Milestones
T0: Core System (IN PROGRESS)
9 tasks, foundational: Planner/Judge/Implementer orchestration, git workflow, LLM integration, e2e validation.
Status: 9 subtasks defined, testable criteria in place. Timeline: ~2-4 weeks to implementation. Done: All T0.1–T0.9 pass verification → squash-merge to main.
Board: tasks/board.md
T1: Production Hardening (PLANNED)
8 tasks: Error recovery, observability, metrics, audit logging, health checks.
Focus: Reliability for long-running orchestrators in homelab. Key wins:
- Resume from crash without data loss
- Structured logging + Grafana metrics
- Auto-tuning based on historical failures
- Audit trail for compliance
Board: tasks/board-T1.md
T2: Scale & Performance (PLANNED)
8 tasks: Caching, parallelism, batching, distributed locking.
Focus: Handle 100s of concurrent tasks, reduce API call overhead. Key wins:
- Result caching deduplicates LLM calls
- Parallel task dispatch (9x wall-clock speedup)
- Git operation batching (fewer network round-trips)
- Distributed lock for multi-pod safety
Board: tasks/board-T2.md
T3: Feature Expansion (PLANNED)
8 tasks: Plugins, templates, dependencies, human gates, custom judges, nested workflows.
Focus: Extensibility + domain specialization. Key wins:
- Load custom skill plugins
- Save/load orchestrator config as templates
- Task dependency ordering
- Swap Judge for domain-specific validator (security auditor, code reviewer, etc.)
- Nest orchestrators (multi-level hierarchy)
- Import tasks from GitHub/Linear/JIRA
Board: tasks/board-T3.md
Implementation Order
- T0 (2-4 weeks): Core system working end-to-end.
- T1 (2 weeks): Production-harden the core.
- T2 (3 weeks): Scale & optimize.
- T3 (4 weeks): Advanced features.
Total: ~3 months to full feature parity.
Success Metrics
- T0: System runs unsupervised on 9-task milestone, all subtasks auto-complete, squash-merge to main succeeds.
- T1: 1000+ tasks completed, zero data loss across pod restarts, metrics queryable.
- T2: 1000 concurrent tasks complete 10x faster than T0, < 5 API calls/task (vs current ~20).
- T3: Custom Judge plugin loads and validates tasks, workflow templates save/restore state.
Risk Mitigation
| Risk | Mitigation |
|---|---|
| Temporal cluster unavailability | Implement activity heartbeat recovery + resumption logic (T1.1) |
| Git conflicts on shared FS | Test multi-pod concurrent access (T1.6) → upgrade to distributed lock if needed (T2.8) |
| LLM API latency | Implement result caching + batching (T2.1, T2.6) |
| Board state corruption | Detect + auto-heal (T1.4) |
| Audit trail tampering | Sign audit log with workflow key (T3.6) |
Notes
- Each milestone is independent: T1 can start once T0 core is complete, doesn't need full T0 cleanup.
- T0 tasks are foundational; changes will ripple into T1–T3 test suites, but core API should remain stable.
- Future milestones (T4+) could focus on: web UI, real-time dashboard, automated deployment of orchestrator itself (meta!), multi-cluster orchestration.
Next: Start T0.1 (repo scaffold).