Thoughts, insights, and learnings from my journey
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Securing Multi-Cloud Kubernetes: Talos, KubeSpan, and Tailscale
FeaturedDeploy a production-ready multi-cloud Kubernetes cluster using Talos OS kexec hot-swap, KubeSpan encrypted mesh, and Tailscale-secured management.
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September 23, 2025 • 5 min read
Local LLM Hardware Guide 2025: Mac Studio vs. NVIDIA & Ryzen
A deep dive into building a personal AI lab. Comparing Mac Studio Unified Memory against NVIDIA clusters and Ryzen AI for running massive models like Qwen-3 and GLM-4.5 locally.
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July 30, 2025 • 7 min read
Better Software Engineering with AI: Tools That Actually Work
FeaturedTired of AI hallucinating outdated code? Context7 eliminates guesswork with real-time docs. Coding agents like Roo, Cline, and Aider handle the rest. Here's what actually works.
+4 more
November 24, 2024 • 4 min read
Raising Curious Minds in the Age of AI
FeaturedAs a father of twin toddlers, I think about one question often: will LLMs help or hinder their curiosity? In a world where AI answers anything instantly, how do we raise problem solvers who still want to discover how things work?
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September 8, 2024 • 4 min read
Building MLOps Infrastructure: MLFlow, Airflow, and Ray on Kubernetes
Production MLOps stack on AWS EKS—MLFlow experiment tracking, Airflow orchestration, Ray distributed training, and Evidently AI drift monitoring.
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August 15, 2022 • 3 min read
Running Jenkins in Kubernetes: Why We Left EC2 Behind
Scaling Jenkins agents dynamically in Kubernetes beats static EC2 instances. Here's what worked, what broke, and how we solved Docker-in-Docker nightmares with BuildKit.
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March 24, 2021 • 4 min read