this post was submitted on 03 Jun 2026
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Maybe, conveniently shortly after you made that point I had to work with a random developer at a nother company, and technically his rating was senior developer, and the nature of his mess that he had gotten into (without codegen) was credibly not "junior like" at all. It was a mess from superfluous complexity from adopting every buzzword along his career, cloud, microservices, configuration management. Not just once each, but for example three different configuration management solutions that all could do the task were in use for different things. I was asked to consult on why it was flakey despite his best efforts and maybe help him simplify what he demanded of the users. Turned out they already had something purpose built for the task installed, and I showed him the single command that required 90% fewer inputs (it could auto-fetch the information) and worked within a few seconds instead of a few minutes and did it entirely on-premise instead of having to go to the cloud and actually worked reliably.
So yeah, that guy probably would have been no worse off from CodeGen AI making his mess.. It also occurred to me that his resume description of his project probably sounds more impressive on a resume despite it being garbage...
That was the bane of my existence before AI and i suspect AI will only compound this issue.
If you do "artisan vibe coding", acting like a very hands on CTO that challenges decisions and reviews most of the code produced, you get a modest productivity boost in the 20 to 40% range, and a large reduction in cognitive load which can help you think bigger thoughts on the longer term. The quality can be as high as you want it to be in that setup.
But if you do fully agentic unsupervised vibe-coding, it's easy to get into a mess because it's like having a team of junior/mids paid by the line churning out complexity all day long. The productivity boost can be a large multiple but the quality suffers because you have to ignore a lot of the stuff and the devil is in the details so he will certainly get you at some point.