Open-weight LLMs and local inference engines now enable production-ready coding agents. This setup allows a harness to read files, execute commands, and verify changes without external API calls. Developers can use open-source tools to maintain full data privacy. It provides a blueprint for building autonomous coding agents on private hardware.