AI Agent Compliance Scanner for CI/CD Pipeline
A GitHub Action that scans Python files in a pull request for AI agent frameworks and checks for compliance with governance rules like audit trails, policy enforcement, revocation capability, human oversight, and error handling.
Why it matters
Ensures AI agents deployed through the CI/CD pipeline follow key governance rules, helping teams build responsible and compliant AI systems.
Key Points
- 1Scans Python files for AI agent frameworks like LangChain, OpenAI, Anthropic, etc.
- 2Checks for 5 key governance categories: audit trail, policy enforcement, revocation, human oversight, and error handling
- 3Provides a compliance report with recommendations directly in the PR
- 4Can be configured to fail the PR if any governance gaps are found
Details
The AI Agent Compliance Scanner is a GitHub Action that automatically scans Python files in a pull request for the use of AI agent frameworks. It checks for 10 popular frameworks out of the box, including LangChain, OpenAI, Anthropic, and others. For each file, it evaluates 5 key governance categories: audit trail, policy enforcement, revocation capability, human oversight, and error handling. The action then posts a detailed compliance report directly in the PR, highlighting any gaps found and providing recommendations on how to address them. This helps ensure that AI agents deployed through the CI/CD pipeline adhere to important governance rules, even as teams rapidly develop and ship new AI-powered applications. The checks map to real-world regulations like the EU AI Act, DORA, and ISO 42001, making it a valuable tool for teams looking to build responsible AI systems.
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