How I transformed a tracked robot into a locally hosted, AI-controlled autonomous platform – and what runaway motors, brownouts, Wi-Fi crashes, and six turret revisions taught me along the way.

From MS-900 to AZ-305 in Weeks — Not Years

Most people treat certifications like a slow grind.

I am doing the opposite.

I have already completed MS-900, I am about to pass AZ-900, and I am lining up AI-102, AZ-204, and AZ-305 within a matter of weeks.

That is not just momentum. That is strategy.

And if you are wondering whether stacking certifications this quickly is actually worth it, the answer is yes, but not for the reasons most people think.

How I configured Wazuh as a full XDR platform for my Debian 12 LXC fleet and integrated a local Ollama LLM for automated alert triage – all self-hosted, no cloud dependencies.