Local agents and tool use
Function calling on open models in 2026: which models actually work (Qwen 2.5, Hermes 3, Llama 14B+), why local agents fail when they fail, and how to build defensive scaffolding around them.
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Engineering
Posts on AI engineering, LLM systems, and software development.