45% of remote MCP servers changed their tool definitions in four weeks. The log is now a dataset.A client that connects an MCP server reads its tool definitions: names, descriptions and input schemas. The model then reads them as instructions. Pinning a definition once and trusting it later only Oct 21 · 5 min readalexar76.hashnode.dev
Your AI agent spent nine minutes reflecting. The bill was yours.Cloud agents are great at looking busy. Some of them will burn a small fortune thinking about whether they should think — and you find out when the invoice lands. I got tired of that pattern. So the pJul 30 · 4 min readalexar76.hashnode.dev
