Delimit Governance Layer for Multi-Agent AI Development

Delimit is a governance layer that manages coordination between multiple AI coding agents to prevent conflicts when they work on the same codebase. The tool addresses common multi-agent problems like agents overwriting each other's work or reviewers misunderstanding intentional decisions.

Key Features

• Shared memory that persists between sessions and models
• Ledger system that tracks every agent decision
• Collision detection that prevents two agents from editing the same file simultaneously
• Pre-commit hooks that block deploys unless security audits pass
• Coordinator agent that routes work between agents and tracks changes

Practical Details

The system works with Claude Code, Codex, Cursor, and Gemini CLI. It's open source with an MIT license and includes a GitHub Action that's been invited to a 28K-star repository's CI pipeline. Testing shows 2,600+ passing tests.

To try it: npx delimit-cli demo (runs in 30 seconds)

GitHub repository: https://github.com/delimit-ai/delimit-mcp-server

The tool was developed to solve specific multi-agent coordination problems where different agents handle different aspects of development (Claude Code writes features, Codex reviews PRs for security, Gemini validates architecture).