avoid-api-keys

Securely storing API keys for AI deployments requires adopting secure secrets management practices rather than hardcoding credentials. This guidance recommends implementing secure storage solutions and ensuring secrets are properly rotated to prevent unauthorized access.

Plain API keys are unsafe for agentic systems because they often lack granular access controls and expiration policies. Adopting token-based authentication with an Identity Provider provides better security through scoped access and manageable rotation policies.

The best way to migrate from API keys to token-based authentication involves transitioning to an Identity Provider. This guidance advises on adopting token-based standards to replace insecure static keys across your development and deployment workflows.

Yes, this credential management guidance applies directly to testing and development workflows. It ensures adherence to secure secrets handling and rotation policies across all deployment, testing, and development stages requiring credential security.

You need to rotate secrets in AI systems as part of a standard security policy to limit exposure from potential leaks. This guidance helps establish rotation policies to ensure credentials remain secure throughout their lifecycle.

The limitations of using static API keys for production AI include high risks of credential leaks and unauthorized access. This guidance addresses these constraints by recommending token-based authentication standards and secure secrets handling.