One tool to rule them all: bash, a tiny LLM, and the birth of a coding agent
One tool to rule them all: bash, a tiny LLM, and the birth of a coding agent by Philippe Charrière
Room 5 · Tools-in-Action · 18:20-18:50
Summary
Section titled “Summary”A live demo shows how a tiny local LLM becomes a coding agent using just a bash tool and a simple loop. It explores tool calls, prompt engineering, error recovery, and why one built-in tool can outperform many servers—revealing how coding agents work under the hood.
Timeline
Section titled “Timeline”Extra notes
Section titled “Extra notes”- One tool to rule them all: bash, a tiny LLM, and the birth of a coding agent by Philippe Charrière
Room 5 · Tools-in-Action · 96 favourites
He takes apart a coding agent (bash and a small LLM). It gives concrete examples to explain to teams how an agent works.
I couldn’t watch it, to rewatch