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⚡ AI Lessons

Dev.to · Satyaki
⚡ AI Lesson
1mo ago
Anatomy of a High-CPU Crisis: Why Your Code Might Not Be the Problem
A deep-dive guide for DevOps and software engineers on Linux internals, debugging 100% CPU spikes, and how memory/disk failures masquerade as processor crises.

Dev.to · Satyaki
1mo ago
Docker Builds Were Taking 10 Minutes. This One Change Brought It Down to Seconds
A practical deep dive into how you can optimize Docker build performance using BuildKit and layer caching.

Dev.to · Satyaki
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Image Volume Type GA in Kubernetes 1.36 — Finally Killing the Init Container Copy Pattern
Kubernetes 1.36 finally makes image volumes GA. Here's how they eliminate init-container copy hacks, reduce startup latency, and simplify large read-only asset

Dev.to · Satyaki
1mo ago
CPU Humbled Me — A Kubernetes Throttling Story Hidden Between Prometheus Scrapes
Memory is easy — cross the limit and the pod dies. CPU is sneaky. Here's how millisecond-level throttling broke our production app while Grafana told us everyth
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