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Teaching an Agent to Change Its Mind

 Level Up Coding

If you’ve spent any afternoon on audience segmentation, you know the shape of it. Cluster, squint at the silhouette scores, adjust k, swap a feature, rerun, repeat. By the time you have something pres...

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Spec-kit Preset in Practice — Embedding Team Engineering Standards into the SDD Workflow

 Level Up Coding

Background In my previous article, I shared how to extend the standard SDD workflow defined by spec-kit through the extension mechanism. That workflow is usually organized as: spec - plan - tasks - i...

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SQL Code Mode for MCP

 Level Up Coding

Photo by Vadim Bogulov on Unsplash Today, most MCP servers expose one tool per operation, so you end up with tools like get_customers, get_orders_by_customer, get_ticket_counts, search_issues, and lis...

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