agent-loop

A minimal, provider-agnostic agent loop for building custom AI agents with swappable memory, model, tools, and stop-condition seams.

A framework-free Unix-style AI agent stack built from small shell commands. It uses bash, curl, and jq to run a REPL-like agent loop with append-only JSONL history, tool dispatch, and piping-friendly components.

A technical tutorial that walks through building a coding agent in Python, including tool calling, file editing, shell execution, web search, and permission prompts. It includes code snippets, a demo workflow, and a linked GitHub repository with the full implementation.