How does GuageAI prove AI coding assistant ROI?
We ingest GitHub webhook events and Firestore AI logs to track usage across all coding assistants—Copilot, Claude, ChatGPT, Cursor, and more. We translate suggestions, merges, and overrides into hours saved, dollar ROI, and trendlines your finance and engineering leads can trust.
Does GuageAI improve code quality for AI-generated changes?
Yes. We score every AI-assisted commit from any coding assistant for maintainability, guardrail coverage, and review depth so you can scale AI adoption high without sacrificing code health.
How do security teams use GuageAI?
Security automation flags risky AI outputs, tracks incidents, and maintains a coverage map across secrets, packages, and pipelines—so AppSec stays ahead of AI-introduced risk.