Continue: AI-Powered Code Quality and Security Checks for GitHub Pull Requests
By
sestinj
Crisped on the outside, thoughtful enough on the inside.
Summary
Continue is a tool that runs AI-powered code quality and security checks on every pull request. It works by defining checks as markdown files in a .continue/checks/ directory, where each check has a name, description, and prompt that tells the AI what to look for. These checks appear as GitHub status checks - green if the code passes, red with suggested fixes if issues are found. The tool helps developers automatically review code for security issues like hardcoded secrets and missing input validation.
Key quotes
· 4 pulledContinue runs AI checks on every pull request.
Each check is a markdown file in your repo that shows up as a GitHub status check — green if the code looks good, red with a suggested fix if not.
You define checks as markdown files in .continue/checks/. Each file has a name, a description, and a prompt that tells the AI what to look for.
Flag as failing if any of these are present: hardcoded secrets and missing input validation.
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