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"The risk posed by AI coding agents that security teams should focus on most is not necessarily that they generate bad code, hallucinate a library, or give a developer the wrong answer. Those things matter, but they are not the behaviors that SecOps teams need to urgently address today. The real issue is that AI coding agents are no longer just suggesting code. They are directly acting in environments by reading files, editing projects, starting local servers, running shell commands, calling APIs, installing packages, and sometimes touching cloud infrastructure. In other words, they are beginning to behave like developers on the endpoint, which is where things get messy ..."

"Two years ago, static application security testing (SAST), software composition analysis (SCA), and interactive application security testing (IAST) might have primarily been tools a security team bought for compliance checkboxes. Now they're showing up in budget conversations about AI-generated code. In our recent AI Code Generation Reality Check report ... 38.5% had added SAST specifically to manage AI code risk, 35.9% had added SCA, and 32.3% had added IAST. Add code quality analysis (45.6%) and automated code review (39.0%) to that list, and you've got most of a modern application security stack, purchased in response to how much code AI is now writing. That level of spend reads as infrastructure budget, built into how teams plan for shipping AI-generated code safely and securely ..."

"Most (73%) mature platform engineering organizations say platform maturity was a critical or significant factor in AI success, compared to 44% of less mature organizations, according to the State of DevOps Report: Platform Engineering 2026 from Perforce ..."

"A green dashboard can hide a broken autonomous agent. For years, DevOps teams have learned to ask whether a container is running, whether a pod is ready, whether a VM has CPU and memory headroom, and whether a service responds to health checks. Those signals still matter. But when the workload is an autonomous agent, they are no longer enough. An agent can run inside a perfectly healthy container while being unable to finish its work ..."

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