PR Governance for AI-Era Velocity.
MergeBrief is an open-source governance control plane designed for modern engineering teams. It solves "AI Review Inflation" by providing high-fidelity risk triage, semantic intent analysis, and auditable approval workflows for AI-assisted code contributions.
Automatically classify Pull Requests as Trivial, Standard, or High-Risk. MergeBrief analyzes AI authorship (e.g., 84% AI-generated) and highlights critical risk areas like Auth and Database changes before a human even opens the PR.
Capture developer intent automatically. MergeBrief provides "Evidence" for AI-generated scaffolding, ensuring that reviewers understand why the AI was used and what verification steps were taken.
Enforce governance at scale. Toggle between Observe, Advisory, and Block modes to ensure that high-risk AI code never reaches production without mandatory human verification.
| Benefit | How we do it |
|---|---|
| Maintain Velocity | AI-assisted triage and "Merge Notes" speed up review cycles. |
| Enhance Security | Automatic detection of AI-generated changes in sensitive modules. |
| Audit Readiness | Permanent, searchable records of every AI-assisted code approval. |
| Open Source | Self-hosted, privacy-first governance that keeps your code in your VPC. |
MergeBrief adapts to your stack with three powerful integration levels:
- Dashboard (Full Stack): Next.js + Express + PostgreSQL. Centralized control plane for the whole organization.
- GitHub Action: Zero-config governance for individual repositories.
- CLI Tool: Powerful ad-hoc audits for local development or custom CI/CD pipelines.
The fastest way to get MergeBrief running in your environment is using Docker:
# 1. Clone the repository
git clone https://github.com/sairintechnologycom/AI-Provenance.git
cd AI-Provenance
# 2. Run the setup script
chmod +x ./scripts/setup.sh
./scripts/setup.shFor detailed setup instructions, including GitHub App configuration, see the 📦 Installation Guide.
- 📦 Installation Guide - Step-by-step Docker setup.
- ⚙️ Configuration Guide - GitHub App and environment setup.
- 🚀 Usage Guide - How to use the dashboard and CLI.
- 🏢 Production Deployment - Scaling for enterprise.
We welcome contributions! MergeBrief is open-source and built for the community. Please see our Contributing Guidelines to get started.
- Privacy: MergeBrief processes diffs locally or within your private VPC. Your code never leaves your controlled environment.
- AI Models: Supports Anthropic Claude-3 and OpenAI GPT-4 for high-fidelity analysis.
Built with ❤️ by the AI Provenance team.