Mar 25 · 6 min read · Architecting a Production Multi-Agent AI Platform: Technical Leadership in Action From Concept to Infrastructure: A Case Study in Systematic Problem-Solving Over the past few hours, I architected and deployed BrightStream - a production-grade positiv...
Join discussionMar 14 · 5 min read · Download Istio curl -L https://istio.io/downloadIstio | sh - cd istio-* Install the control plane ./bin/istioctl install --set profile=demo -y Enable sidecar injection for your namespace kubectl label namespace default istio-injection=enabled **Step...
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Mar 14 · 5 min read · Istio VirtualService: defines traffic behavior apiVersion: networking.istio.io/v1beta1 kind: VirtualService metadata: name: user-service spec: hosts: user-service http: match: uri: prefix: "/users" route: destination: host: user-service po...
Join discussionMar 14 · 4 min read · Enable automatic injection kubectl label namespace production istio-injection=enabled Verify injection kubectl get pods -n production -o jsonpath='{.items[].spec.containers[].name}' ``` 2. Mutual TLS Misconfiguration Problem: Enabling strict mTLS bre...
Join discussionJan 6 · 7 min read · The world of Artificial Intelligence and Machine Learning is accelerating at an unprecedented pace. From automating complex tasks to powering groundbreaking scientific discoveries, AI/ML workloads are becoming the backbone of modern enterprise. But a...
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Aug 17, 2025 · 5 min read · I was grabbing coffee ☕ with a former colleague last week, and she asked me something that made me pause: "Is DevOps still... DevOps? Or has it become something completely different?" 🤔 It got me thinking. I've been doing this for over a decade now,...
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