I've been using AI with alpine and had tremendous results. fixing legacy bugs, reducing resources, improving performance. with the right supervision, the results are great.

AI can fix a lot of issues that lingered due to lack of time & patience for proper testing and experimentation.

For example, I had VM instances crashing because of a commercial vendor's agents (telemetry, auth etc). AI identified why the crash occurred, and rewrote the buggy vendor agent with a lighter and more resilient agent.

I brought the issue up with the vendor, and they were stuck with their approach for legacy reasons. Fine! we can both operate happily now. I don't have to use their software.