Mai Development
087974fa88
docs(03-04): complete personality-driven resource communication plan
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Discord Webhook / git (push) Has been cancelled
Tasks completed: 2/2
- Implemented ResourcePersonality with dere-tsun gremlin persona
- Integrated personality-aware model switching with degradation notifications
SUMMARY: .planning/phases/03-resource-management/03-04-SUMMARY.md
2026-01-27 19:07:41 -05:00
Mai Development
54f0decb40
docs(03-03): complete proactive scaling plan
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Discord Webhook / git (push) Has been cancelled
Tasks completed: 2/2
- Implemented ProactiveScaler class with hybrid monitoring
- Integrated proactive scaling into ModelManager
Proactive scaling system with hybrid monitoring, graceful degradation cascades, and intelligent stabilization periods.
SUMMARY: .planning/phases/03-resource-management/03-03-SUMMARY.md
2026-01-27 18:50:18 -05:00
Mai Development
4c3cab9dd9
docs(03-02): complete hardware tier detection plan
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Discord Webhook / git (push) Has been cancelled
Tasks completed: 3/3
- Resource module structure with proper exports
- Configurable hardware tier definitions in YAML
- HardwareTierDetector class with classification logic
SUMMARY: .planning/phases/03-resource-management/03-02-SUMMARY.md
2026-01-27 18:35:41 -05:00
Mai Development
a1db08c72c
docs(03-01): complete enhanced GPU detection plan
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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
2026-01-27 18:25:01 -05:00
Mai Development
1e071398ff
docs(03): create phase plan
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Discord Webhook / git (push) Has been cancelled
Phase 3: Resource Management
- 4 plan(s) in 2 wave(s)
- 2 parallel, 2 sequential
- Ready for execution
2026-01-27 17:58:09 -05:00
Mai Development
a37b61acce
docs(03): research phase domain
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Discord Webhook / git (push) Has been cancelled
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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Discord Webhook / git (push) Has been cancelled
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
