Pydantic and JSON-schema guarantee the shape of a tool call. They say nothing about whether it was...
Your schema validation passes and the agent still picks the wrong tool. The bug is semantic.
Pydantic and JSON-schema guarantee the shape of a tool call. They say nothing about whether it was...
Fable 5 crushed every benchmark, redefined what AI coding assistants could do, and disappeared before most developers even got to try it. Here's what we lost.
How I wired a browser extension to Claude Desktop through the Model Context Protocol, with a local SQLite + ChromaDB hybrid search and a graceful no-LLM fallback.
kctx turns Kubernetes API state into compact operational context for humans, scripts, and AI SRE workflows.