Dev builds LLM-free chatbot wired to tools, sparking debate on what LLMs add beyond speed

jasonkneen · x · 2026-09-18

Developer CodingGarden built "jev", a chatbot with no LLM at all: it connects to web search, Wikipedia, weather, Todoist and Home Assistant, decides which tool and args to call based on the prompt, and answers instantly with cited sources and zero hallucinations.

Quoting it, jasonkneen pushes back: the only real difference is speed. LLMs can already hook up to any tools, pick tools from a prompt, and be kept from hallucinating by controlling context — so strip out speed and what's actually different?

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