Bypassing Security Controls

Private keys, API keys, and credentials are common in development.

They're needed to test, deploy, and iterate upon a codebase. The issue is that testing environments rarely mirror production.

Keys are sometimes hardcoded, shared, or left in config files because otherwise, you're slowed down. Carelessness gets checked in with secrets because reviews mainly focus on functionality.

Most security incidents don't come from an outright hack, but rather come from keys being used casually during development and not being properly constrained or rotated afterward. Today, AI can review entire codebases for security posture, and it's important to implement and stay up to date with best practices to protect yourself and your organization.