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News
Context Engineering Is Changing. Here???s What It Means for Data Scientists
2+ week, 23+ hour ago (1470+ words) In general, for people in software, productivity goes up and allows teams to ship more....
AI Agents Don???t Need More Context??? They Need Typed Context
3+ week, 6+ hour ago (1708+ words) A lightweight runtime layer that separates instructions, evidence, memory, and tool output before they reach the model This article is for anyone building agent systems who assemble prompts from multiple sources (retrieved documents, conversation history, tool outputs, or system instructions)…...
Loop Engineering for RAG: The Small Loops Inside Each Step, the Big Loops Across the Pipeline
4+ week, 8+ hour ago (1680+ words) A one-shot pipeline commits to its first try: parse once, retrieve once, generate once, return whatever comes out. When retrieval comes back empty or the answer is half-formed, there is no second chance. A loop gives the pipeline one: notice…...