Writing

  1. WarpQuant: Dual-Domain Low-Bit LLM Quantization

    A post-training quantization method that reaches INT2/INT3 SOTA accuracy and runs the compressed weights directly through a C++/CUDA llama.cpp kernel — 7.36× faster decoding than GPTQ W3.

    16 Aug 20262 minquantizationcudallm🛠

  2. Building a Production LangGraph Travel Agent

    How I built a LangGraph travel assistant that searches flights, hotels, and activities in parallel and assembles budget-aware packages.

    12 Nov 202522 minllmagentslanggraph🛠≥20min