Yeah. There are good reasons things are bad. But there's also a foolish consistency. Like, you can just do things! If you decide monitoring is important you can decide not to outsource it. Most everyone doesn't, though. Probably because they don't think it's very important, and the existing tools get it done well enough, and it's the muscle memory of the subjectively familiar (if objectively fantastically overpriced).
Well, in the early days of infrastructure growth, when designing bespoke monitoring systems and protocols would be relatively low-cost, it's still nowhere near the highest-ROI way to spend your tech team's time and energy.
And to do it right (i.e. low-risk of of having it blow up with negative effects on the larger business goals), you need someone fairly experienced or maybe even specialized in that area. If you have that person, they are on the team because of their other skills, which you need more urgently.
SaaS, COTS, and open source monitoring tools have to cater to the existing customers. The sales pitch is "easy to integrate". So even they are not incentivized to build something new.
It boils down to the fact that stream-of-bytes is extremely well-understood, and almost always good enough. Infinitely flexible, low-ceremony, no patents, and comes preinstalled on everything (emitters and consumers). It's like HTTP in that way.
And the evolution is similar too. It'll always be stream-of-bytes, but you can emit in JSON or protobuf etc, if it's worth the cognitive overhead to do so. All the hyperscalers do this, even when the original emitter (web servers, etc) is just blindly spewing atrocious CLF/quirky-SSV text.
> It'll always be stream-of-bytes, but you can emit in JSON or protobuf etc, if it's worth the cognitive overhead to do so.
This is the crux of it. That's great until you encounter a need for a schema, and then it's "schema-on-read" or some similar abomination. And the need might not manifest until you're pushing like 1TB/day or more of telemetry data with hundreds or thousands of engineers working on some >1MLoC monstrosity. Hard to dig out of that hole.
The situation is tragically optimal--we've achieved some kind of multiobjective local maximum on a rock in the sewer at the bottom of a picturesque alpine valley and declared victory. We should do better.
Or maybe I'm overly optimistic.
> The situation is tragically optimal--we've achieved some kind of multiobjective local maximum on a rock in the sewer at the bottom of a picturesque alpine valley and declared victory. We should do better.
But it's a very comfortable rock. pointy in all the right places.
til it ain't