Claude Integration-Standards Agent
Every new payment-provider integration on Payrails' Connector team followed the same underlying conventions — how fields map onto the platform's data model, which edge cases to handle, how to structure the code — but that knowledge lived in people's heads and in past pull requests, so each new integration re-derived it from scratch. Medhat encoded those standards and field-mapping conventions into a Claude agent skill, giving engineers a tool that applies the team's established patterns directly instead of everyone re-deriving them per provider. The result was a drop in average integration time from 2 weeks to 4 days — roughly 60% faster — freeing the team to take on more provider integrations across multiple countries.