review-agent-setup

To require human approval for AI agent code review and PR merge actions, you can use a governance framework that enforces human-in-the-loop review gates, ensuring all automated actions are explicitly approved before execution. This creates a secure, verifiable audit trail for CI/CD security.

Ed25519 signing for AI governance audit trails works by generating a cryptographic digital signature for each approved agent action. This produces a signed receipt that guarantees complete traceability and integrity, verifying that human approval was granted for specific CI configuration changes or code reviews.

Yes, you can use Cedar policies to define and enforce human-in-the-loop approval rules for CI configuration changes. The framework utilizes Cedar to evaluate whether proposed AI agent actions meet your specific governance criteria before allowing PR approval or CI edits to proceed.

The best way to secure GitHub-based development workflows with AI agents is to implement an enforced approval gate for critical actions like PR merges and CI edits. This prevents unauthorized or erroneous automated actions by requiring explicit human review and generating signed receipts for complete traceability.

Yes, you need the claude-plugin environment to set up these PR approval gates for AI agents. The quick start process involves installing the governance plugin via the claude-plugin interface, then configuring your default policy and generating Ed25519 keys in a receipts directory for transaction signing.