LocalForge

What it does

You're working fast or vibe-coding, the LLM is shipping faster than you can review, and three days later you're rotating AWS keys at 2am. LocalForge intercepts every git commit before it finalises. 3 layers: Rust regex blocks secrets in <1ms, CoreML on the Neural Engine catches unsafe patterns statistically, and a local Qwen LLM reviews your diff like a human and it's all fully offline on Apple Silicon. Nothing leaves your Mac.

A 3-layer Rust + CoreML + LLM pipeline that reviews every commit before git does — entirely on Apple Silicon. No cloud. No API keys. Nothing leaves your Mac.

A local pre-commit gate for teams shipping with AI coding tools. Catches secrets, vulnerabilities, and bad patterns before git does — entirely on your machine. Every commit passes four gates in under 10 seconds — entirely on-device. Qwen2.5-Coder-7B on 145-diff eval corpus — 40× fewer false positives than 1.5B A full desktop app with dashboards, KPIs, and commit logs built for startup engineering teams. Track security posture across your whole org — not just your own machine. 26 patterns across 13 providers, compiled once at boot and matched in under 1ms. The fastest gate in the pipeline — no LLM needed to catch an exposed AWS key. Upgraded from 1.5B to 7B — precision jumps from 0.649 to…from local-forge-web.vercel.app

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