Kubernetes for Agents: Why Agent Fleets Need a Control Plane
Scenario five of my field test plan has a name I didn't enjoy writing: over-budget . I built an agent with a single job — burn money — aimed it at m…
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The Authorization Gap in AI Operations: Building a Policy-Enforced EKS Control Plane with Cedar, Step Functions, and Systems Manager
Originally published in AWSBuilder The hardest problem in AI-driven operations is not getting an agent to diagnose an incident. Modern models can co…
PID Tuning That Actually Converges: Ziegler-Nichols and the Root Locus View
The PID controller is the workhorse of industrial control. It runs temperature loops, motor drives, flow valves, and flight surfaces. The algorithm…