In-depth guides on Docker, Kubernetes, AWS, CI/CD, AI/ML, and modern infrastructure — written by engineers, for engineers.
Showing 127–135 of 649 articles
Page 15 of 73
Writing NetworkPolicy YAML by hand is error-prone and easy to get wrong. Build a tool that reads your namespace's actual traffic patterns and generates a least-privilege NetworkPolicy using Claude API.
Coolify promises Heroku-style deploys on your own servers, free and open source. I deployed real apps on it to see if it holds up beyond side projects — here's the honest verdict.
Higher pay vs better tech stack vs faster growth — when you have two real offers in hand, the right framework matters more than gut feeling. Here's how to compare them properly.
Consumer lag climbing and you don't know why? Here's a step-by-step way to find whether it's slow processing, rebalancing storms, or partition skew — and how to actually fix each cause.
Three ways to enforce policy in Kubernetes: Rego-based OPA Gatekeeper, YAML-native Kyverno, and WASM-based Kubewarden. Here's how they actually differ in practice, with real policy examples.
Exact-match caching misses most repeat LLM queries because users phrase things differently. Semantic caching with embeddings + Redis catches near-duplicate questions and can cut your LLM API bill significantly.
Feature flags let you turn features on and off without redeploying code. Here's what they actually are, why DevOps teams care about them, and how to use one safely in production.
Your logs have the answers — but there are too many to read. Build an AI anomaly detector that queries Loki for unusual patterns and uses Claude API to explain what's wrong and what to do.
Product company or service company for your DevOps career? The answer depends on what you want to learn, earn, and build. Here's the honest breakdown.