Notes
A lightweight index for technical notes, engineering practices, and long-term explorations in AI systems.
Technical notes
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AI Agent System Design Notes
Notes on task decomposition, tool use, context management, memory, workflow orchestration, and result validation.
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LLM Training and Fine-tuning Notes
Notes on data construction, training strategies, model adaptation, and task-specific optimization.
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Model Deployment and Runtime Optimization Notes
Notes on compression, quantization, inference acceleration, model serving, and production runtime optimization.