a1db08c72c
Some checks failed
Discord Webhook / git (push) Has been cancelled
Tasks completed: 2/2 - Added pynvml>=11.0.0 dependency for NVIDIA GPU monitoring - Enhanced ResourceMonitor with pynvml GPU detection and graceful fallbacks - Optimized performance with caching and failure tracking (~50ms per call) SUMMARY: .planning/phases/03-resource-management/03-01-SUMMARY.md
94 lines
4.0 KiB
Markdown
94 lines
4.0 KiB
Markdown
# Project State & Progress
|
|
|
|
**Last Updated:** 2026-01-27
|
|
**Current Status:** Phase 3 Plan 1 complete - enhanced GPU detection implemented
|
|
|
|
---
|
|
|
|
## Current Position
|
|
|
|
| Aspect | Value |
|
|
|--------|-------|
|
|
| **Milestone** | v1.0 Core (Phases 1-5) |
|
|
| **Current Phase** | 03: Resource Management |
|
|
| **Current Plan** | 1 of 4 in current phase |
|
|
| **Overall Progress** | 3/15 phases complete |
|
|
| **Progress Bar** | ███████░░░░░░ 30% |
|
|
| **Model Profile** | Budget (haiku priority) |
|
|
|
|
---
|
|
|
|
## Key Decisions Made
|
|
|
|
### Architecture & Approach
|
|
- **Local-first design**: All inference, memory, and improvement happens locally — no cloud dependency
|
|
- **Second-agent review system**: Prevents broken self-modifications while allowing auto-improvement
|
|
- **Personality as code + learned layers**: Unshakeable core prevents misuse while allowing authentic growth
|
|
- **v1 scope**: Core systems only (model interface, safety, memory, conversation) before adding task automation
|
|
|
|
### Phase 1 Complete (Model Interface)
|
|
- **Model selection strategy**: Primary factor is available resources (CPU, RAM, GPU)
|
|
- **Context management**: Trigger compression at 70% of window, use hybrid approach (summarize old, keep recent)
|
|
- **Switching behavior**: Silent switching, no user notifications when changing models
|
|
- **Failure handling**: Auto-start LM Studio if needed, try next best model automatically
|
|
- **Discretion**: Claude determines capability tiers, compression algorithms, and degradation specifics
|
|
- **Implementation**: All three plans executed with comprehensive model switching, resource monitoring, and CLI interface
|
|
|
|
---
|
|
|
|
## Recent Work
|
|
|
|
- **2026-01-26**: Created comprehensive roadmap with 15 phases across v1.0, v1.1, v1.2
|
|
- **2026-01-27**: Gathered Phase 1 context and created detailed execution plan (01-01-PLAN.md)
|
|
- **2026-01-27**: Configured GSD workflow with MCP tools (Hugging Face, WebSearch)
|
|
- **2026-01-27**: **EXECUTED** Phase 1, Plan 1 - Created LM Studio connectivity and resource monitoring foundation
|
|
- **2026-01-27**: **EXECUTED** Phase 1, Plan 2 - Implemented conversation context management and memory system
|
|
- **2026-01-27**: **EXECUTED** Phase 1, Plan 3 - Integrated intelligent model switching and CLI interface
|
|
- **2026-01-27**: Phase 1 complete - all models interface and switching functionality implemented
|
|
- **2026-01-27**: Phase 2 has 4 plans ready for execution
|
|
- **2026-01-27**: **EXECUTED** Phase 2, Plan 01 - Created security assessment infrastructure with Bandit and Semgrep
|
|
- **2026-01-27**: **EXECUTED** Phase 2, Plan 02 - Implemented Docker sandbox execution environment with resource limits
|
|
- **2026-01-27**: **EXECUTED** Phase 2, Plan 03 - Created tamper-proof audit logging system with SHA-256 hash chains
|
|
- **2026-01-27**: **EXECUTED** Phase 2, Plan 04 - Implemented safety system integration and comprehensive testing
|
|
- **2026-01-27**: Phase 2 complete - sandbox execution environment with security assessment, audit logging, and resource management fully implemented
|
|
|
|
---
|
|
|
|
## What's Next
|
|
|
|
Phase 3 Plan 1 complete. Ready for Phase 3 Plan 2: Hardware tier detection and management system.
|
|
Phase 3 requirements:
|
|
- Detect available system resources (CPU, RAM, GPU) ✓
|
|
- Select appropriate models based on resources
|
|
- Request more resources when bottlenecks detected
|
|
- Graceful scaling from low-end hardware to high-end systems
|
|
|
|
Status: Phase 3 Plan 1 complete, 3 plans remaining.
|
|
|
|
---
|
|
|
|
## Blockers & Concerns
|
|
|
|
None — all Phase 3 Plan 1 deliverables complete and verified. Enhanced GPU detection with pynvml support implemented.
|
|
|
|
---
|
|
|
|
## Configuration
|
|
|
|
**Model Profile**: budget (prioritize haiku for speed/cost)
|
|
**Workflow Toggles**:
|
|
- Research: enabled
|
|
- Plan checking: enabled
|
|
- Verification: enabled
|
|
- Auto-push: enabled
|
|
|
|
**MCP Integration**:
|
|
- Hugging Face Hub: enabled (model discovery, datasets, papers)
|
|
- Web Research: enabled (current practices, architecture patterns)
|
|
|
|
## Session Continuity
|
|
|
|
Last session: 2026-01-27T23:21:29Z
|
|
Stopped at: Completed 03-01-PLAN.md
|
|
Resume file: None
|