In-depth guides on Docker, Kubernetes, AWS, CI/CD, AI/ML, and modern infrastructure — written by engineers, for engineers.
Showing 325–333 of 815 articles
Page 37 of 91
Running one LLM provider in production is a single point of failure. Here's how to build an LLM gateway with LiteLLM that routes traffic, handles fallbacks, enforces cost limits, and gives you observability.
Score is a new developer-centric workload spec that separates what your app needs from how it's deployed. Here's an honest deep-dive: what problem it solves, how it works, where it falls short, and whether you should adopt it.
Continuous profiling tells you exactly which function is burning your CPU or leaking memory — in production, all the time. Here's what it is, how it works, and how to set it up with Pyroscope.
Build a Python tool using Claude API + GitPython that reads git commits, categorizes them by type, and auto-generates clean Markdown release notes — runs in CI before every release.
Every DevOps engineer feels like they don't know enough. Here's why it happens in this field specifically, and practical ways to stop letting it hold you back.
Your Kustomize overlay patch isn't modifying the base resource. Here's every reason patches silently fail and exactly how to debug and fix each one.
LLMs degrade silently. Here's how to build a weekly eval pipeline using Claude Haiku as an LLM judge, SQLite for score tracking, and GitHub Actions to alert on quality drops.
Both Renovate and Dependabot automatically update dependencies in your repos. Here's the real difference, which one handles monorepos and complex setups better, and which to use.
A sidecar container runs alongside your main container in the same pod. Here's what it is, why it's useful, and real examples like log collectors, proxies, and secret injectors.