Product showcase: Doppler secures secrets for humans, pipelines, and AI agents
Doppler's secrets management platform centralizes credentials for engineers, CI/CD pipelines, MCP servers, and AI agents with runtime injection and dynamic secrets.
Doppler stores API keys, database URLs, tokens, and certificates in a single control plane and injects them at runtime, replacing .env files for human and machine identities including AI agents. It supports OIDC with short-lived identity tokens for Azure, AWS, and GCP, dynamic secrets scoped and time-boxed to single sessions, SCIM provisioning, 50+ integrations, and an MCP server that lets agents request configurations natively. Permissions are enforced at each layer so raw secrets stay out of logs, prompts, and model context, with versioning, rollback, SIEM log forwarding, and cloud or on-prem deployment.
- Dynamic secrets are generated per session and revoked automatically when the lease ends.
- MCP server integration lets AI agents fetch scoped, auto-rotated credentials without hardcoded values.
- Change Requests, versioning, and SIEM log forwarding support governance and forensic analysis.
- Products
- Doppler
From the original article
3 min read at helpnetsecurity.com
Every engineering team has spent years trying to keep credentials out of source code. Then AI agents moved the problem. Coding agents review code, agents run workflows, and MCP servers broker access to databases, cloud providers, and internal APIs on a developer’s behalf.
helpnetsecurity.com
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