CodeLeash

CodeLeash is a full-stack framework designed to enforce high-quality software development when using Claude Code. Rather than orchestrating multiple agents, it establishes guardrails through test-driven development, automated code quality checks, and architectural constraint enforcement. The system prevents AI coding agents from deviating from standards by making violations impossible to bypass.

The framework combines TDD workflows, linting rules, AST-based architecture validation, and automated feedback loops. According to the creator, it was built using Claude Code itself while developing ApprovIQ, a bootstrapped startup product. CodeLeash demonstrates how to maintain code quality and consistency at scale without constant human supervision.