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