open weights — A model whose trained parameters are published for anyone to download and run — unlike API-only models you can access but never possess.
MCP — The Model Context Protocol — an open standard that lets any AI assistant plug into any tool or data source without custom integration code.
SWE-bench — The standard benchmark for AI coding agents: real GitHub issues from real repositories, scored by whether the agent's patch passes the project's own tests.
tool use — A model's ability to call external functions — run code, search the web, edit files — instead of only generating text.
Why it matters
A permissively licensed 30B model tuned for tool useA model's ability to call external functions — run code, search the web, edit files — instead of only generating text.Full definition → fits on a 32GB machine, which puts local agentic work within reach without an API bill.
