Life is not a race, but a journey

Some writing techniques for the butterfly theme in markdown format

A curated collection of essential readings on AI Agent engineering design, covering Claude Code, OpenAI Codex, context management, memory mechanisms, and the OpenClaw architecture. Each article includes key excerpts and core takeaways.

Notes and summaries for CMU 15-645 Database Systems.

Notes and summaries for CMU 15-645 Database Systems.

Notes and summaries for CMU 15-645 Database Systems.

Notes on NLP evaluation, benchmarks, and experimental design from CMU 11-711 Advanced NLP, covering loss-based metrics, task metrics, LLM-as-judge, statistical testing, and annotation quality.

Notes on multimodal modeling from CMU 11-711 Advanced NLP, covering ViT, CLIP, LLaVA-style integration, and image generation with VQ-VAE/VQ-GAN.

Notes on retrieval systems, retrievers, and retrieval-augmented generation (RAG) from CMU 11-711 Advanced NLP.

Notes and summaries for CMU 15-642 Machine Learning Systems on distributed training techniques including data parallelism, model parallelism, pipeline parallelism, and optimization strategies like ZeRO for training large-scale models.

Notes on decoding strategies for LLM inference from CMU 11-868, covering efficient sampling, beam search algorithms, speculative decoding, and EAGLE.