Stop writing fuzzy MCP descriptions. Learn how to use semantic density, verb ratios, and naming uniformity to build reliable tool definitions for AI agents.
Stop writing MCP tool descriptions like a human is reading them
Stop writing fuzzy MCP descriptions. Learn how to use semantic density, verb ratios, and naming uniformity to build reliable tool definitions for AI agents.
How to make a quality drop fail your build with agents-cli eval run and one threshold, for anyone who ships an agent from a pipeline.
I build plenty of apps due to the nature of my job. I use coding agents extensively. I decide what...
Meta FAIR's e-means reaches k-means loss in 10x fewer epochs. How the EMA update works, what FAISS 1.16 ships, and where the speedup claims break down.