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Don’t Vibe Code Your Detection Program: Going Beyond DIY with the CardinalOps Foundation

Detection engineering functionality can be vibe coded in days (or less) with AI models, copilots, and agent orchestration frameworks, raising an important strategic question: should you build your own agentic detection capabilities, or choose vendor platforms purpose-built to operationalize them at scale?

The operational realities of sustaining homegrown agentic systems don’t emerge until well beyond the initial rush of POCs and prototypes. What separates tactical AI workflows from operational systems is the foundations supporting them. The CardinalOps incorporates elite detection expertise, customer context, and broader world context into the Foundation, laying the groundwork for an adaptive, resilient, and enterprise-ready detection engineering system in the Agentic Fleet.