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The Difference Between an AI Agent That Consumes Secrets and One That Operates Them
How-ToDevOps

The Difference Between an AI Agent That Consumes Secrets and One That Operates Them

via Dev.to DevOpsThe Seventeen1mo ago

Every developer building with AI agents has solved the credentials problem the same way. You store your API keys somewhere — a .env file, a secrets manager, an environment variable. You provision those credentials to your agent at startup. The agent retrieves them, holds them, uses them to make API calls. This works. Until it doesn't. The problem is not where you store the credentials. The problem is the model itself — the agent as consumer. An agent that consumes credentials is an agent that holds credential values. And an agent that holds credential values is an agent that can be made to expose them. There is a different model. One where the agent never holds values at all, where the agent is not a consumer of credentials but an operator of the entire credential lifecycle. This article shows you both models side by side. What they look like in practice, why the difference matters, and what it means for the agents you are building or building with. The Consumer Model: How Everyone Doe

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