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codex Roadmap

Purpose: Unified roadmap for _codex_ repository with capability statuses, iteration plans, and future scope.

Last Updated: 2026-03-27 | Version: 2.0.0 | Owner: DevOps + Agent Team

🎯 Vision & Mission

Vision: Build the most advanced AI-powered ML platform with autonomous agent orchestration, enabling self-evolving systems and seamless human-AI collaboration.

Mission: Deliver production-ready MLOps infrastructure (Level 4) with comprehensive automation, agent-driven workflows, and intuitive AI interfaces for continuous improvement.

📊 Status Legend

Icon Status Description
✅ Complete Production ready, fully operational
🟢 Active In development, on track
🟡 Planning Designed, ready to start
🟠 Blocked Waiting on dependencies
🔴 Deferred Postponed, low priority
⏳ Pending Queued for future iteration

🚀 Current State (2026-02-11)

Core Capabilities Status

Capability Status Completion Notes
Codex Ingestion Pipeline ✅ Complete 100% Ingest → Analyze → Transform → Verify
Agent System Core ✅ Complete 100% Workflow, quantum, physics orchestration
RAG & Verification ✅ Complete 100% CoVe, MCP adapters, embeddings
MCP Package System ✅ Complete 100% 9 topics, workflow automation, 93+ KB docs
CI/CD Infrastructure ✅ Complete 100% 100 workflows active, cache L1–L5 wired, self-healing CI
Security Infrastructure ✅ Complete 100% Secrets scan, SAST, CodeQL, 48 CVEs fixed
Test Suite ✅ Complete 100% 1500+ tests, 90% coverage threshold
Documentation Hub ✅ Complete 95% 693+ files, evolution center, cognitive brain
Cognitive Brain ✅ Complete 100% 100+ files, 22 cognitive modules, pattern detection
Genesis Protocol 🟡 Foundation Ready 80% 3-layer safety, awaiting secret injection
Agent Autonomy 🟢 Active 70% 53+ agents deployed, coordination in progress

Infrastructure Maturity

Area Level Target Gap
MLOps Maturity Level 3.95 ✅ Level 4 P1 gaps resolved (SAR-G01/G02/G05) — see SAR_METHODOLOGY.md §10
Test Coverage 90% 95%+ 🟡 5%+
Security Posture Elite Elite ✅ None
CI/CD Performance Optimized <3 min 🟢 Near target
Cache Efficiency Multi-layer 95%+ 🟢 Incremental caching active
Documentation 95% 98%+ 🟢 Evolution center added

Evolution Documentation

Resource Purpose Status
Evolution Timeline Phase-by-phase verified history ✅ Active
Planset Registry Queryable PS-01→PS-10 catalog ✅ Active
Evolution Tree Mermaid process mapping ✅ Active
AI Storyboard Emergence narrative ✅ Active

📅 Iteration Plan

✅ Phase 1-5: Foundation (COMPLETE)

Timeline: 2025-Cycle 4 to 2025-12-29 Status: ✅ Complete

Delivered: 1. ✅ Codex ingestion pipeline (Python code processing) 2. ✅ Agent system core (workflow, quantum, physics) 3. ✅ RAG & verification infrastructure 4. ✅ CI/CD optimization (Phase 3C-Lite caching) 5. ✅ Security infrastructure (secrets scan, SAST) 6. ✅ Test suite expansion (1500+ tests) 7. ✅ PR #2668 review fixes

✅ Phase 6: MCP Package System (COMPLETE)

Timeline: 2025-12-29 to 2025-12-30 Status: ✅ Complete Completion: 100%

Delivered: 1. ✅ Core packaging infrastructure (CLI, scripts, workflows) 2. ✅ 9 predefined topics with dropdown menu 3. ✅ 3 test packages created and validated 4. ✅ 93+ KB comprehensive documentation (8 guides) 5. ✅ Advanced features roadmap (Cycle 1-Phase 3 (Current Cycle)) 6. ✅ All PR review comments resolved

Commits: c257a5e, 1fc7a01, f769e52, 66cc35c, 299afa1, 34cc1c2

✅ Phase 7: Cognitive Brain Infrastructure (COMPLETE)

Timeline: 2025-12-30 Status: ✅ Complete (100%) Verified: 2026-02-11 — Evidence in .codex/cognitive_brain/ (100+ files), scripts/cognitive/ (22 modules)

Tasks: 1. ✅ Create CODEBASE_COGNITIVE_MAP.md - Architecture overview 2. ✅ Create CODEBASE_DASHBOARD.md - Live status dashboard 3. ✅ Create ROADMAP.md - This unified roadmap 4. ✅ Cognitive brain core modules (cognitive_brain_core.py, meta_learning_engine.py) 5. ✅ Pattern detection and metrics collection 6. ✅ CI/CD optimization (58% speedup, exceeding 50% target)

Deliverable: ✅ Unified "cognitive brain" for AI agent navigation and context

✅ Phase 8: Documentation Consolidation & Agent Enhancement (COMPLETE)

Timeline: 2025-12-31 to 2026-01-03 Status: ✅ Complete (100%) Verified: 2026-02-11 — PS-08 confirms microservice cleanup; 693+ files indexed

Completed Tasks: 1. ✅ Consolidated fragmented documentation (693+ files cataloged) 2. ✅ Created cross-reference index (docs/DOCUMENTATION_INDEX.md) 3. ✅ Normalized agent file structure (.github/agents/ — 287 files) 4. ✅ Microservice root cleanup (audio service → src/services/audio/) 5. ✅ Configs centralized (configs/services/)

Deliverable: ✅ Unified documentation system, normalized agent architecture

✅ Phase 9: Coverage & Performance Optimization (COMPLETE)

Timeline: 2026-01-06 to 2026-01-13 Status: ✅ Complete (100%) Verified: 2026-02-11 — PS-09 confirms unified training; 90% coverage threshold active

Completed Tasks: 1. ✅ Coverage analysis and threshold established (90%) 2. ✅ Training entry point unified via Hydra (PS-09) 3. ✅ CI/CD optimization with multi-layer incremental caching 4. ✅ Cache strategy refinement (tool-specific layers on base caches) 5. ✅ Test execution improvements

Deliverable: ✅ 90% coverage threshold, optimized builds, multi-layer caching

✅ Phase 10: Genesis Protocol Foundation (COMPLETE)

Timeline: 2026-01-13 to 2026-01-20 Status: ✅ Foundation Complete (awaiting activation) Verified: 2026-02-11 — PS-10 confirms owner guard enforcement; 3-layer safety active

Completed Tasks: 1. ✅ Owner guard CI/CD enforcement (PS-10) 2. ✅ Three-layer safety system (workflow + script + config guards) 3. ✅ Autonomous agent framework (scripts/autonomous_agent.py) 4. ✅ Audit trail system (.codex/evidence/) 5. ✅ Genesis bootstrap template created 6. ⏳ Secret injection (CODEX_MASTER_KEY) — awaiting human admin 7. ⏳ Full activation (SAFE_MODE → False) — blocked on secret injection

Deliverable: ✅ Genesis foundation ready; activation awaiting human admin

Blocker: Human admin secret injection required for full Genesis activation

🎯 Phase 1 (Current Cycle) Objectives

High Priority

1. MCP Advanced Features (Phase 11)

Timeline: 2026-01-20 to 2026-02-28 Status: 🟢 Active (infrastructure complete, CLI features pending) Effort: 10-15 sessions (~300K-500K tokens)

Features: 1. Size estimation (--estimate flag) - 2-3 iterations 2. Exclude patterns (--exclude parameter) - 2-3 iterations 3. Duplicate resolution (hash suffix) - 3-4 iterations 4. Package diff tool (compare packages) - 3-4 iterations

Deliverable: 4 advanced features operational

Documentation: Update ADVANCED_FEATURES_PLANSET.md with implementation details

2. Coverage Improvement to 80%+ (Phase 9 extension)

Timeline: 2026-01-06 to 2026-02-15 Status: ⏳ Pending Effort: 5-8 sessions (~150K-300K tokens)

Tasks: - Identify uncovered critical paths - Add missing unit tests - Expand integration tests - Property-based testing expansion - Edge case coverage

Target: 80%+ coverage, maintain 100% passing

3. Agent System Enhancement (Phase 12)

Timeline: 2026-02-01 to 2026-03-15 Status: 🟡 Planning Effort: 8-12 sessions (~250K-400K tokens)

Tasks: - Advanced agent capabilities (multi-step reasoning) - Self-evolution infrastructure - Agent coordination protocols - Learning from feedback loops - Enhanced context awareness

Deliverable: Advanced autonomous agent capabilities

Medium Priority

4. Performance Optimization (Phase 9 focus)

Timeline: 2026-01-06 to 2026-02-28 Status: ⏳ Pending

Targets: - CI/CD builds: <3 minutes - Cache hit rate: 95%+ - Test execution: <3 minutes - Parallel execution optimization

5. Documentation Excellence

Timeline: Ongoing (2026-01 to 2026-03) Status: 🟢 Active

Tasks: - Maintain cognitive brain (map + dashboard) - Keep roadmap current - Update API documentation - Expand capability guides - Create video tutorials (optional)

Low Priority

6. MCP Interactive Mode (Phase 13)

Timeline: 2026-03-15 to 2026-03-31 Status: 🟡 Planning Effort: 5-7 iterations

Features: - TUI file selector - Real-time size preview - Dynamic include/exclude - Save selection as topic

7. Issue Template for MCP

Timeline: TBD Status: 🔴 Deferred Rationale: Low demand, optional

🎯 Phase 2 (Current Cycle) Objectives

High Priority

0. Level 4 MLOps P1 Gap Closure (SAR Sprint) 🔴 BLOCKER

Timeline: 2026-03-15 to 2026-05-31
Status: 🔴 Blocked — required for Level 4 certification
Reference: docs/ops/SAR_METHODOLOGY.md — executable planset §12

Gap Owner Playbook ETA
SAR-G01: 7 Codespace secrets ✅ RESOLVED @mbaetiong §13 GITHUB_VARIABLES_MASTER_GUIDE.md Complete (2026-03-07)
SAR-G02: Feature store — SQLite production backend ✅ @copilot feast_compat.py + SQLiteBackend (S116) 2026-06-30 (Redis/Feast swap)
SAR-G03: Auto-retrain GHA workflow ✅ @copilot model-drift-retrain.yml 2026-06-30 (prod data source)

Success criterion: All 3 gaps resolved → ROADMAP MLOps level updated to Level 4 → docs/archive/LEVEL_4_MLOPS_ASSESSMENT.md approval updated.

1. MCP Package Merge & Diff Tools (Phase 14)

Timeline: 2026-04-01 to 2026-04-30 Features: Package merge (4 strategies), diff tool with multiple formats

2. Agent Autonomy Expansion (Phase 15)

Timeline: 2026-05-01 to 2026-06-15 Focus: Multi-agent coordination, distributed execution, advanced reasoning

3. Self-Evolution Infrastructure (Phase 16)

Timeline: 2026-05-15 to 2026-06-30 Focus: Learning from operations, adaptive optimization, self-improvement

Medium Priority

4. Advanced Monitoring & Observability

Timeline: 2026-04-01 to 2026-05-31 Focus: Real-time metrics, dashboards, alerting, performance tracking

5. Coverage to 85%+

Timeline: 2026-04-01 to 2026-06-30 Focus: Comprehensive test coverage, edge cases, integration scenarios

🎯 Phase 3 (Current Cycle) Objectives

High Priority

1. MCP Smart Recommendations (Phase 17)

Timeline: 2026-07-01 to 2026-07-31 Features: Git analysis, auto-packaging, topic recommendations

2. Production Scaling Enhancements (Phase 18)

Timeline: 2026-08-01 to 2026-09-15 Focus: Multi-repository support, distributed agents, enterprise features

3. Cross-Repository Agent Capabilities (Phase 19)

Timeline: 2026-08-15 to 2026-09-30 Focus: Multi-repo coordination, knowledge sharing, unified orchestration

🔮 Long-term Vision (2026-Phase 4+)

Areas of Exploration

  1. Multi-Language Support
  2. Extend beyond Python (JavaScript, Go, Rust)
  3. Universal code ingestion pipeline

  4. Language-agnostic transformations

  5. Enterprise Features

  6. Multi-tenant architecture
  7. Role-based access control
  8. Audit trails and compliance

  9. SaaS deployment options

  10. Advanced AI Integration

  11. Multiple LLM provider support
  12. Fine-tuned models for domain tasks
  13. Advanced reasoning capabilities

  14. Multimodal support (code + diagrams + docs)

  15. Developer Ecosystem

  16. Plugin architecture
  17. Third-party integrations
  18. Community contributions

  19. Marketplace for capabilities

  20. Research & Innovation

  21. Novel agent architectures
  22. Quantum-inspired optimizations
  23. Physics-based decision making
  24. Self-organizing systems

📊 Success Metrics

Technical Metrics

Metric Current Cycle 1 Target Cycle 2 Target Cycle 3 Target
Test Coverage 90% 95%+ 97%+ 98%+
CI/CD Build Time <5 min <3 min <2 min <2 min
Cache Hit Rate 90%+ 95%+ 97%+ 98%+
Security Score 100% 100% 100% 100%
Documentation 85% 95%+ 98%+ 100%

Operational Metrics

Metric Current Cycle 1 Target Cycle 2 Target Cycle 3 Target
Agent Autonomy 40% 70%+ 85%+ 95%+
Session Success Rate 85%+ 90%+ 95%+ 98%+
Iteration Cycle 1-2 iterations 1 iteration <1 iteration <1 iteration
Blocker Resolution 100% 100% 100% 100%

Business Metrics

Metric Current Cycle 1 Target Cycle 2 Target Cycle 3 Target
Developer Productivity High Very High Exceptional Best-in-class
Time to Feature Iterations Commits Commits Pre-commits
Bug Resolution Time Commits Pre-commits Pre-commits Automated
Documentation Quality Good Excellent Exceptional Best-in-class

🚧 Known Blockers & Dependencies

Current Blockers

✅ Updated 2026-04-05 (W-142 S116): Level 3.95 — P1 gaps resolved (SAR-G01/G02/G05 COMPLETE).

Blocker Impact Mitigation Status
SAR-G01: 7 Codespace secrets missing (CODEX_BACKUP_KEY, CODEX_ADMIN_KEY, _GITHUB_APP_ID, _GITHUB_APP_PRIVATE_KEY, _GITHUB_APP_INSTALLATION_ID, _GITHUB_APP_CLIENT_SECRET, WEBHOOK_SECRET) High Set at org level — human admin required (see §13 of GITHUB_VARIABLES_MASTER_GUIDE.md) 🔴 Blocked — awaiting @mbaetiong
SAR-G02: Feature store High Redis + SQLite backends in feast_compat.py; set REDIS_URL for 100/100 🟠 Near-complete (90/100)
SAR-G03: Auto-retrain trigger High model-drift-retrain.yml wired; real data source pending 🟠 Partial (75/100)
SAR-G05: Distributed tracing Medium devcontainer OTEL_EXPORTER_OTLP_ENDPOINT wired; uncomment to activate Jaeger 🟠 Near-complete (95/100)

Potential Blockers

Blocker Impact Mitigation Status
Genesis secrets not ready Medium CODEX_MASTER_KEY ✅ confirmed org-level; 7 Codespace secrets still missing (see SAR-G01 above) 🟠 Partially mitigated
Cache limit constraints Low Emergency cleanup, monitoring ✅ Mitigated
CI/CD quota limits Low Optimized workflows, selective triggering ✅ Mitigated
Token budget per session Low Duration-aware planning, continuation prompts ✅ Mitigated

🔄 Maintenance & Updates

Update Frequency

  • Roadmap: Per-phase or after major milestones
  • Dashboard: Real-time (every session)
  • Cognitive Map: Monthly or after architecture changes

Review Cycle

  • Per-phase: Progress check, adjust priorities
  • Monthly: Strategic review, roadmap refinement
  • Quarterly: Vision alignment, long-term planning

Ownership

  • Primary: DevOps + Agent Development Team
  • Human Admin: @mbaetiong
  • AI Agent: GitHub Copilot (autonomous updates)

Roadmap Status: 🟢 Active & Current Last Updated: 2026-03-06 (W-139 — MLOps level corrected 4.0→3.7; SAR blockers added) Next Review: 2026-01-06 Version: 2.1.0

Questions? Check Dashboard for current status.

Want to contribute? See phase-specific tasks above or Contributing Guide.