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Blog · DevOps

Articles on DevOps and deployment

Docker, CI/CD with GitHub Actions, monorepos, caching and deployment — how to ship web apps reliably.

  • 6 min read

    Shipping LLM features to production: evals, guardrails, cost and monitoring

    A demo that works on ten examples is not a product. Here’s a practical production checklist for AI features — evaluation sets, guardrails, fallbacks, cost and latency control, monitoring and rollout — so your LLM feature stays reliable after launch.

    • AI
    • LLMs
    • DevOps
    • Production
  • 6 min read

    Docker for web developers: from “works on my machine” to production

    Docker packages your app with everything it needs to run, so it behaves the same on your laptop, your teammate’s laptop and your server. Here’s how images, containers and Compose work — with a production-ready Dockerfile for a Node.js app.

    • Docker
    • DevOps
    • Node.js
    • Deployment
  • 5 min read

    Caching for web apps: browser, CDN, server and Redis — explained

    Caching is the cheapest way to make a website faster and an API cheaper to run — and the easiest way to show users stale data. Here’s how each caching layer works, which headers to use, and how to keep caches correct.

    • Caching
    • Performance
    • Redis
    • DevOps