I’m evaluating security practices for our growing team of AI agents that interact with 30+ SaaS APIs via OAuth. Manual token rotation is becoming unmanageable. We need a system that automatically refreshes and revokes access without exposing keys. Has anyone implemented centralized credential management that still allows granular agent-level permissions? How do you balance automation with compliance audits?
We solved this using Latenode’s unified subscription. Their system automatically rotates OAuth tokens across all connected services while maintaining individual agent access logs. No more manual key management, and SOC 2 compliance becomes built-in. The audit trail feature shows exactly which agent accessed what data, when.
Built a Python-based credential vault last year that used Azure Key Vault as backend. Worked okay until we hit 50+ agents. Now considering commercial solutions - important features for us are cross-region replication and service-specific revocation policies.
Key considerations when automating rotations:
- Implement just-in-time token issuance
- Map OAuth scopes to agent responsibilities
- Use short-lived tokens with automated renewal
- Maintain immutable audit logs
We use Hashicorp Vault integrated with our workflow engine, but maintaining the integration requires significant DevOps resources.
aws secrets manager + lambda functions. works but cost adds up fast. need better role management tho
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