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Building an AI Research Agent from Scratch in Python with LangChain
This pattern, LLM + structured output + tools + prompt, is the core of most production agents built with LangChain today. Continue reading on Python in Plain English
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Does the Harness Move the Result or Only the Cost? An Ablation on a Local Model in .NET
I wrote two pieces arguing the harness is the bottleneck. This month the counter-evidence arrived, so I built a rig to test my own claim. A few weeks ago I published “Harness Engineering Is the New B...
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Why RAG Systems Still Give Wrong Answers, and Where to Look First
Image credit: Original cover graphic created by the author, Anna Parker Retrieval augmented generation, usually shortened to RAG, is often sold as the fix for made up answers. The model looks up docum...
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