A credential can escape through the investigation
A developer notices a possible key in a diff and opens an issue. They paste the complete line into the description, attach a screenshot, and ask several people to verify it. The original exposure now has copies in places with different readers and retention rules. Good intentions have made the cleanup harder.
Treat investigation artifacts as part of the secret's path. Describe the credential type, location, and affected system without repeating the value. Use an approved identifier or a redacted form when needed. An example containing [REDACTED] communicates the problem more safely than a supposedly helpful reproduction of the live token.
Keep service credentials behind the service boundary
OpenAI's key-safety guidance says not to expose API keys in browsers or mobile clients and not to commit them to a repository. For a hosted tool, the backend should hold the service credential and authorize each customer action separately. Hiding a key in minified JavaScript does not create a private storage location.
AntiCode's hosted managed AI review uses a server-held OpenAI key. Customers sign in with GitHub and do not need to supply a personal AI key to run that workflow. This removes one credential-handling task from onboarding, but developers building other integrations still need to define who owns each key and where it may be used.
Inventory uses before rotating
Rotation is easier when the owner knows which applications depend on a credential. Keep a record of the environment, purpose, responsible person or service, and the places where the secret is configured. Store the secret itself in the appropriate protected system, not in that inventory or a shared planning document.
Separate development and production access where the provider supports it. Limit permissions to the operations the integration needs, and remove credentials whose purpose has ended. OWASP's secrets-management guidance treats creation, distribution, rotation, and revocation as a lifecycle. A key that is safely stored but never reviewed can still become unnecessary long-lived access.
Prepare a recovery sequence
When a key may have been exposed, use the provider's revocation or rotation controls promptly and follow your team's incident process. Removing the visible string from the latest commit does not invalidate the credential or remove every existing copy. Review relevant usage records and identify which systems need a replacement.
For a planned rotation, prepare and verify the replacement before retiring the old credential when your provider and operational requirements allow it. For a suspected compromise, reducing the exposure may take priority over a seamless transition. Make that decision explicit instead of relying on an improvised sequence during an outage.
- Identify the credential owner and affected service.
- Revoke or rotate through the provider's supported controls.
- Update authorized deployments without printing the new value.
- Verify the intended operation with a minimal request.
- Check for additional copies in logs, review text, and support artifacts.
Review suggested fixes for copied secrets
A review tool may correctly identify a credential and still propose a replacement snippet that includes the same literal value. Inspect suggested code before applying or sharing it. Replace the value with a configuration reference appropriate to your environment, then verify that missing configuration fails in a controlled way.
AntiCode asks managed AI reviews to redact secret values from finding text and suggestions. That instruction should support careful handling, not replace it. Before forwarding a finding or exporting review data, check that the content is appropriate for its destination. The goal is to fix the original exposure without creating a second one in the review process.
Further reading
Put it into practice
Start with a small change you are authorized to review. Follow the AntiCode setup guide, inspect each finding, and keep your tests and human approval in the loop.