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a37b61acce0b5158ee486f464814902d6ca1e059
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Author SHA1 Message Date
Mai Development
a37b61acce docs(03): research phase domain
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Phase 03: Resource Management
- Standard stack identified: psutil, pynvml, gpu-tracker
- Architecture patterns documented: hybrid monitoring, tier-based management, graceful degradation
- Pitfalls catalogued: GPU detection, aggressive switching, memory leaks, over-technical communication
- Don't-hand-roll items listed for custom implementations
- Code examples provided with official source references
 2026-01-27 17:52:47 -05:00
Mai Development
2d24f8f93f docs(03): capture phase context
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Phase 03: resource-management
- Implementation decisions documented
- Resource threshold strategy with dynamic adjustment
- Efficiency-first model selection behavior
- Bottleneck detection with hybrid approach
- Personality-driven user communication
- Drowsy Dere-Tsun Onee-san Hex-Mentor Gremlin persona
 2026-01-27 17:46:33 -05:00