AI-Generated Code Is Cheap But the Context Infrastructure Behind It Is Not
The cost curve for generating code with AI has moved in one direction, and it has moved fast. What used to require a senior engineer’s full attention for an afternoon…
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Context Engineering for RAG Question Parsing: From a Raw Question to Typed Fields That Steer Retrieval and Generation
talk about context engineering today, they usually mean retrieving the right context from a document: chunk selection, hybrid search, reranking, TOC-aware retrieval. That is one half of the story. The…
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Prepare These 5 Assets Before Your AI Agents Take On More Work
TL;DR: , the work itself needs to be clearly defined. That means knowing what the task is, giving AI the right business context, explaining what good work looks like, and…
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Context Rot: Why Claude Code Sessions Decay, and How to Govern Them
The context window is a core feature of every frontier model. Measured in tokens, it is typically made up of the system prompt and a growing history of prompts, responses…
