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by Kiyo-Lynn 379 days ago
I used to think that monitoring and alerting systems were just there to help you quickly and directly see the problems.But as the systems grew more complex, I found that the dashboards and alerts became overwhelming, and I often couldn’t figure out the root cause of the issue. Recently, I started using AI to help with analysis, and I found that it can give me clues in a few seconds that I might have spent half a day searching for.

While it's much more efficient, sometimes I worry that, even though AI makes problem-solving easier, we might be relying too much on these tools and losing our own ability to judge and analyze.

3 comments

I would argue that people have been relying on observability tools too much rather than designing systems that are understandable in the first place.
Yes, at any particular task you will be better than AI.

We somehow forget that none of these systems are better than expert humans. If you rely on a tool, you might never develop the skills. Some skills are more worth than others. You won’t even have the experience to know which ones as well.

This is 100% true and also my experience.

However many companies will just care about how fast you deliver a solutiom, not about how much you are learning. They do not care anymore.

The speed of the productive process is critical to them in many jobs.