Authentication Credential Management

via “encrypted credential storage and per-user api key management with audit logging”

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Unique: Encrypts credentials at rest and decrypts only at execution time, preventing exposure in logs or agent definitions. Credentials are scoped per-user, enabling multi-tenant isolation. Audit logs track all credential access, providing security visibility.

vs others: More secure than environment variables because credentials are encrypted and user-scoped; more auditable than cloud-hosted agents (OpenAI Assistants) because access logs are visible and queryable.