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).
📖 Read the full source: r/ClaudeAI
👀 See Also
altRAG: Replace Vector DB RAG with 2KB Pointer Files for AI Coding Agents
altRAG is a Python tool that replaces vector database RAG with lightweight pointer files. It scans Markdown/YAML skill files to create a 2KB skeleton file mapping sections to exact line numbers and byte offsets, allowing AI agents to read only needed sections instead of entire files.
Claude Code Hook Monitors WIP Accumulation in AI Coding Workflows
A developer built a UserPromptSubmit hook for Claude Code that surfaces work-in-progress accumulation across four queues: uncommitted changes over 200 lines, three or more unpushed commits, pushed commits without changeset files, and release PRs open longer than 24 hours.
adamsreview: A Multi-Stage PR Review Plugin for Claude Code with Parallel Agents and Auto-Fix Loop
adamsreview is a Claude Code plugin that runs deeper, multi-stage PR reviews using parallel sub-agents, validation passes, persistent JSON state, and an optional ensemble review via Codex CLI and PR bot comments.
Sherlock: Apple Developer Docs as Local MCP for Claude Code
Sherlock indexes 70k Apple API symbols into SQLite FTS5 and provides 5 MCP tools + 3 auto-triggering skills to ground Claude Code in real docs, preventing hallucinations.