Use stable error categories or codes for expected application failures. Keep client-facing messages safe and useful while recording detailed diagnostic information in server-side logs.

Avoid turning every business failure into an internal server error. At the same time, avoid exposing stack traces, database errors, credentials, or infrastructure details to clients.