Show HN: Agentic Gatekeeper – AI pre-commit hook to auto-patch logic errors (github.com)

Agentic Gatekeeper has introduced an innovative AI pre-commit hook designed to automate the enforcement of coding standards and architectural guidelines in software development. By integrating into VS Code, this tool autonomously scans staged code against user-defined rules outlined in Markdown files and meticulously auto-patches any logic errors or violations before code is committed. This not only helps maintain code quality but also reduces technical debt and simplifies the review process, which has traditionally been a manual and error-prone task. The significance of the Agentic Gatekeeper for the AI/ML community is profound, as it leverages large language models (LLMs) for code compliance and quality assurance, making it a versatile asset for engineering teams. It supports various AI models, including OpenAI and Anthropic, allowing for tailored performance based on specific project needs. With its ability to scan for rules across defined directories and selectively apply them to relevant staged files, the tool offers remarkable flexibility. The promise of improving productivity and ensuring adherence to coding best practices positions Agentic Gatekeeper as a valuable resource in the evolving landscape of software development and AI integration.