Local, zero-upload scans for AI-generated slop, exposed credentials, and unapproved AI integrations. Runs completely offline using deterministic regex patterns and local AST parsing via the npx simplebeacon CLI — no code ever leaves your machine. Get a board-ready Executive Risk Certificate with an A–F grade and estimated financial liability.
Watch SimpleBeacon detect AI slop, credential leaks, and placeholder secrets in real time — no download required.
Want to run it on your own code? Install the free CLI or get the VS Code extension.
Three core detection engines. One unified report.
Flags low-quality AI-generated code blocks, hallucinated API calls, and boilerplate patterns that increase maintenance debt and security surface area.
Scans for exposed credentials, hardcoded secrets, tokens, and API keys across your entire repository — including commit history and dependency manifests.
Catches unauthorized third-party AI integrations, unapproved model endpoints, and off-policy copilot usage that bypasses your governance controls.
See exactly what your executives will present. A–F grade. Financial liability estimate. Actionable remediation.
Review a sample report generated by the scanner.