The substantive developer change is Programmatic Tool Calling, which runs model-written JavaScript in an isolated V8 runtime to orchestrate tools without returning every intermediate result to the ...

It transforms source code into verifiable facts, understandable models, and inspectable evidence — enabling AI to validate claims against reality instead of hallucinating.

Hey, I’m Syed Ahmer Shah — a full-stack developer & software engineering student building cool stuff with code. "There is no ghost in the machine. There is only linear algebra, wearing a very ...

Powerful standalone AI Agent for local LLM workflows, with context and code retrieval, specialized wrappers and harness, GUI/CLI, works with (MCP) Tools-capable LLMs. No cloud, No subscriptions nee ...