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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. For every engineer on a team, there are now dozens of automated identities that need secrets too, and each one is another place a credential can leak. AI agents have accelerated code …

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