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10 Common RAG Mistakes We Keep Seeing in Production
I of this series with Angela Shi. This pitfalls article lists the failure modes we both kept seeing on production RAG systems, and that pushed…
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Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
A humorous-but-real tour of SwarmKV — KV-snapshot fan-out, copy-on-fork host buffers, and…
The Exact ML Project I’d Build to Get Hired in 2026
I get asked all the time: “What project should I build?” The…
NVIDIA cuTile Python Tutorial: Building Tiled GPU Kernels for Vector Addition, Matrix Addition, and Matrix Multiplication in Colab
print("\n" + "=" * 90) print(" cuTile kernels are defined only if…
Can Machine Learning Predict the World Cup?
With FIFA set to kick off on Thursday, June 11, 2026, the…
A New Study from Harvard and Perplexity Finds AI Agents Perform 26 Minutes of Autonomous Work per Session vs 33 Seconds for Search
A new working research from Perplexity and Harvard offers field evidence on…
4 New Techniques to Maximize Claude Code
, I’ll cover some of the newest techniques that I’ve developed and…
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