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Coding Agents Don't Need Longer History — They Need Intent Continuity | Towards Data Science

Coding Agents Don’t Need Longer History — They Need Intent Continuity | Towards Data Science

text Retrieval asks:”What historical information might be relevant?”Verification asks:”Is that information still valid?”Intent continuity asks:”What historical intent should influence this task, right now?” The intent-continuity pipeline, horizontal flow. Nine steps carry a coding agent’s historical requirements from raw interaction history, through verification and supersession checks, to a graded implementation. No embeddings, no vector database, no…

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We need to prioritise future-ready skills over freelancing

We need to prioritise future-ready skills over freelancing

The government wants to spend Tk 683 crore training more than 50,000 young people to become freelancers. The prospect is certainly encouraging, but there is a small hiccup. The term “freelancing training” is dated, not because freelancing is disappearing as a profession—far from it. Thousands of Bangladeshis, like their counterparts across the globe, continue to…

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