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📰 Dev.to · chengkai

2 articles · Updated every 3 hours · View all reads

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The Architecture Wasn't Designed — It Emerged (k3d-manager, Part 2)
Dev.to · chengkai ☁️ DevOps & Cloud ⚡ AI Lesson 6mo ago
The Architecture Wasn't Designed — It Emerged (k3d-manager, Part 2)
How hitting a real constraint on Linux forced a provider pattern I never planned, and what that says about how AI actually contributes to software design.
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How I Keep a Kubernetes CLI Lean: Vault + Jenkins + Istio, Loaded Only On Demand
Dev.to · chengkai ☁️ DevOps & Cloud ⚡ AI Lesson 6mo ago
How I Keep a Kubernetes CLI Lean: Vault + Jenkins + Istio, Loaded Only On Demand
Everyone told me to use a "real" tool. I built a shell CLI instead. Here's why I don't regret it.
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