About Me

I’m Mengboy. I work a lot on backend systems, cloud-native tooling, and automation, and I turn hard-earned debugging experience into reusable notes.

This blog is not about generic theory. It’s about real problems + executable solutions: commands you can run, configs you can apply, and workflows you can reuse.

What I Write Here

  • Engineering Practice: troubleshooting and performance tuning for Go, Redis, Nginx, Docker, Linux/WSL
  • AI in Production Workflows: MCP, automation pipelines, and integrating AI into day-to-day development
  • Deployment & Ops: stable release strategies, rollback safety, and production-minded setup
  • Reusable Methods: decision frameworks, checklists, and templates that save time

Tech Preferences

  • Backend: Go, Python
  • Infrastructure: Docker, Kubernetes, Linux
  • Data Layer: MySQL, Redis, MongoDB
  • Engineering Habits: incremental delivery, scripting-first, docs-first

Writing Principles

  1. Conclusion first, then explanation.
  2. Focus on why failures happen and how to locate them fast.
  3. Include copy-paste-ready commands and configuration whenever possible.

If a post helps you solve a real issue faster, it has done its job.