skill·Tools and apps
shadcn/ui + Jev Form Guard
Zero-regex real-time form validation component for React and Vue forms that detects disposable emails, fake names, and address formatting anomalies.
Open GitHub ⚡ 28 ms · <0.2% false positive
Alex Rivera
@arivera_code
Replaced 400 lines of messy postal code and email regexes with a single Jev decision call. Works in any language automatically.
Is this user input genuine, disposable, or bot-generated?
Jev sits between the incoming context and the next system action. Rather than generating lengthy, slow natural language that requires brittle regex parsing, Jev returns non-autoregressive, calibrated probabilities that downstream code can immediately execute.
01is_legitimatePrimary action
02risk_scoreConfidence score
03suggested_correctionFallback route