Foil
foil.peachstudio.beFind vulnerabilities before they ship. 100% local AI.
Securitysecurity-scannerai-toolslocal-llmapple-siliconvulnerability-detectioncode-reviewdeveloper-tools
About
Foil is an on-device AI security scanner for macOS that uses a locally-run LLM to scan source code for vulnerabilities without sending any data to the cloud. It ships with SecureReview-7B, a custom fine-tuned model optimized for Apple Silicon, and provides deep explanations and automated fix rewrites. The tool is installed via Homebrew and runs entirely offline.
Problem
Developers need to find security vulnerabilities in their code before shipping, without exposing source code to cloud-based AI services.
For
software developers, especially those on Apple Silicon Macs who want private, offline security scanning
How it works
Foil runs a custom fine-tuned LLM (SecureReview-7B) locally on Apple Silicon to scan code, reason about vulnerabilities, and generate fix explanations and rewrites entirely on-device.
Business model
unknown
Status
launched
Company
Peach Studio