AGI-SAC TODO List¶
Unimplemented Protocol Hooks¶
Echo Fusion Protocol¶
Status: Not Implemented (Placeholder removed) Priority: Medium Description: Protocol for merging similar cognitive patterns across agents
Current State:
- Placeholder warnings in src/agisa_sac/core/orchestrator.py (lines ~307-308)
- Protocol name is recognized but returns warning message
Implementation Requirements: - [ ] Define echo fusion algorithm for cognitive pattern matching - [ ] Implement pattern similarity metrics - [ ] Add fusion strategy (averaging, weighted combination, etc.) - [ ] Create configuration parameters for echo fusion - [ ] Add tests for echo fusion protocol - [ ] Document echo fusion in protocol documentation
Estimated Effort: 2-3 days
Satori Lattice Protocol¶
Status: Not Implemented (Placeholder removed) Priority: Medium Description: Protocol for distributed satori event propagation across agent network
Current State:
- Placeholder warnings in src/agisa_sac/core/orchestrator.py (lines ~309-310)
- Protocol name is recognized but returns warning message
Implementation Requirements: - [ ] Design satori lattice network topology - [ ] Implement event propagation mechanism - [ ] Add lattice coherence metrics - [ ] Create synchronization strategy - [ ] Add tests for satori lattice protocol - [ ] Document satori lattice in protocol documentation
Estimated Effort: 3-4 days
Production Readiness Enhancements¶
Performance Metrics¶
Status: Planned Priority: High Description: Add Prometheus-compatible metrics for production monitoring
Requirements:
- [ ] Implement src/agisa_sac/utils/metrics.py with Prometheus client
- [ ] Add simulation_duration histogram
- [ ] Add agent_count gauge
- [ ] Add memory_operations counter
- [ ] Integrate metrics into orchestrator
- [ ] Add Grafana dashboard examples
Resource Monitoring¶
Status: Planned Priority: High Description: Track CPU, memory, and GPU utilization during simulations
Requirements: - [ ] Add psutil dependency - [ ] Implement resource tracking in orchestrator - [ ] Log resource usage per epoch - [ ] Add resource usage to health endpoint - [ ] Create resource usage visualization tools
Docker Deployment¶
Status: Partial (Dockerfile exists) Priority: Medium Description: Complete production-ready Docker setup
Requirements: - [ ] Optimize Dockerfile for production - [ ] Create docker-compose for multi-node federation - [ ] Add health checks to containers - [ ] Document container deployment - [ ] Add Kubernetes manifests (optional)
Code Quality Improvements¶
Type Hints Completeness¶
Status: In Progress Priority: Medium Description: Ensure all public APIs have complete type hints
Requirements: - [ ] Run mypy on entire codebase - [ ] Fix type hint issues in core modules - [ ] Add type hints to analysis modules - [ ] Add type hints to federation modules - [ ] Update CI to enforce type checking
Test Coverage Expansion¶
Status: In Progress Priority: High Description: Increase test coverage to 90%+
Requirements: - [ ] Add integration tests for logging system - [ ] Add integration tests for health endpoints - [ ] Add tests for configuration validation - [ ] Add tests for CLI argument parsing - [ ] Add edge case tests for network failures - [ ] Add tests for memory limits
Documentation¶
API Documentation Generation¶
Status: Planned Priority: Medium Description: Auto-generate API docs with MkDocs
Requirements:
- [ ] Verify mkdocs.yml configuration
- [ ] Add missing module docstrings
- [ ] Generate API docs with mkdocs build
- [ ] Deploy to GitHub Pages
- [ ] Add examples to documentation
Deployment Guide¶
Status: Planned (see docs/deployment.md) Priority: High Description: Comprehensive production deployment guide
Requirements: - [ ] Document installation options - [ ] Document environment variables - [ ] Document running services - [ ] Document monitoring setup - [ ] Document troubleshooting
Future Features¶
Chaos Testing Enhancements¶
Status: Planned Priority: Low Description: Expand chaos testing capabilities
Requirements: - [ ] Add network partition simulation - [ ] Add Byzantine fault injection - [ ] Add performance degradation simulation - [ ] Add recovery time measurement - [ ] Document chaos testing scenarios
Multi-Region Federation¶
Status: Planned Priority: Low Description: Support for geo-distributed federation nodes
Requirements: - [ ] Design multi-region architecture - [ ] Implement region-aware routing - [ ] Add cross-region synchronization - [ ] Add latency compensation - [ ] Document multi-region setup
Notes¶
Last Updated: 2025-11-08 Maintainer: Tristan Jessup
For questions or to claim a task, please create an issue in the GitHub repository.