Trellis is an open-source engineering framework for AI coding agents. It solves the problem of AI agents starting each session without context of project conventions, team standards, or prior work. The framework persists specs, tasks, and memory into the repository itself, making any coding agent work consistently to engineering standards. It provides the harness layer between AI coding assistants and codebase knowledge.