RegTrace

Challenges we ran intoRegTrace is a policy-aware development workflow for AI coding agents.

Developers provide Claude with a local repository, a feature request, and the relevant company policies. Before coding begins, RegTrace reviews Claude’s implementation plan against both the real codebase and the supplied policies.

After implementation, RegTrace performs a separate review of the actual source code. If it finds a concrete conflict supported by the policy, Claude can fix the implementation and run a fresh review.

RegTrace runs locally as an MCP extension for Claude Desktop. Claude remains the reasoning and coding agent, while RegTrace provides repository context, a structured policy-review workflow, and controlled local code updates.

The goal is simple: make privacy, security, governance, and internal company rules part of the development process instead of checking them only after software has already been built.

Accomplishments that we're proud of

What we learned

What's next for RegTrace

Built With

• mcp
• pydantic
• python