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A developer can ship an MCP server in an afternoon. Getting that same server running in regulated production, with credentials provisioned, access controls enforced, and security sign-off obtained, takes weeks.
This post walks through the six challenges teams hit when scaling
Often, enterprises end up treating all their APIs roughly the same. They’re authenticated, maybe rate-limited, and hopefully behind a gateway, but ultimately, they’re lumped together as part of a collection of APIs. While that flatness makes sense from a product management perspective, it poses a problem for
AI agents are pieces of software that autonomously perform actions to achieve a goal or objective. They operate in loops where they analyze input, such as prompts, context, tools, and memory. They then plan, take actions, and feed the output back into the loop to decide how to proceed. In this way, agents can dynamically solve tasks based on verbal instructions without a pred...
When discussing modern API security, developers frequently conflate terms like bearer token and JSON Web Token (JWT). This semantic confusion around access tokens often masks a critical architectural distinction.
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The application and API security industries are rethinking access control for AI agents. However, the underlying foundations remain the same ones the industry has relied on for years. What’s changing is how and when those foundations are applied.
Depending on the use case, a given approach may work best at runtime, with proper contextual signals, or at the point of tok...