Demystifying Model Context Protocol (MCP): How tool schemas get converted to prompt tokens, intercepted on the wire, and executed safely.
How LLMs Actually Discover and Call MCP Tools (Under the Hood)
Demystifying Model Context Protocol (MCP): How tool schemas get converted to prompt tokens, intercepted on the wire, and executed safely.
Last week I published a 30-scenario red-team harness for AI support bots. Within two days, three...
One deployment returns verbatim, clean or speaker-tagged text by prompt: 3 minutes in 4.4 s on 32 GB. The clean prompt still adds speaker tags.
Thousands of apps run on our engine: a radio station, a sports club, a local paper, a pastry shop,...