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Welcome to VLAI Docs

Welcome to VLAI Docs — a practical collection of tutorials, how-tos, and reference materials for building real-world systems across backend, frontend, DevOps, and MLOps.

Whether you’re learning, building, or operating systems that use machine learning, these pages are organized to help you find actionable guidance quickly.

Who this is for​

  • Engineers learning system design and production patterns
  • Machine learning practitioners shipping models to production
  • DevOps and SRE engineers automating infrastructure and CI/CD
  • Students and self-learners who want hands-on tutorials and examples

What you’ll find​

  • Backend: architecture, APIs, frameworks, and deployment examples
  • Frontend: UI scaffolding, component patterns, and tooling
  • DevOps: containers, Kubernetes, CI/CD, networking, and platform practices
  • MLOps: experiment tracking, training, serving, orchestration, and observability
  • Blog: in-depth posts and practical case studies

Quick start​

Use the left sidebar to browse by topic or the top search to find pages by title or keywords.

If you want to run the site locally for editing or previewing, install Node.js (18+) and npm, then:

npm install
npm run start

Build a production bundle with:

npm run build
npm run serve

The site uses Docusaurus — check its docs if you run into rendering or build issues.

Contributing​

Contributions welcome — we prefer small, focused PRs. When adding content:

  • Use MDX for docs and blog posts
  • Write clear headings and short paragraphs
  • Include code snippets and examples where helpful
  • Cite sources when referencing external material

Content lives under docs/ (documentation) and blog/ (posts). Open a PR against the main branch and follow existing naming and folder conventions.

Need help or want to suggest topics?​

Open an issue or submit a PR. We welcome corrections, new tutorials, and practical examples that help others ship better systems.

Happy building!