Everyone told me I needed Python for AI. I didn't listen. Here's what happened. Let me be real with you. Every time I say "I'm building an AI agent," people assume I'm wrist-deep in Python virtual environments, pip dependencies, and a LangChain tutorial from 2023. And when I say "in Java?" — I get the look. You know the one. So I built it anyway. A fully functional AI agent. With tool use. With R
Under the Hood: How Argo Rollouts 1.8 Implements Canary Deployments with Kubernetes 1.33 and Prometheus 3.1 Canary deployments remain a gold standard for risk-free application rollouts, allowing teams to shift a small percentage of traffic to a new version before full cutover. Argo Rollouts 1.8, released alongside Kubernetes 1.33 and Prometheus 3.1, introduces critical under-the-hood optimizatio