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Personally, i've taken a serious step back from 'unsupervised' vibe-coding. When the codebase is clean and you want some additional fix or small feature, Claude is quite good at mimicking your style and does a pretty good job.

When asking for a new major feature, despite hard guidelines and context (that eat half your context window), then it quickly ships bloat. The foundations are not very well organized and this is where you acknowledge it is all about random-prediction of the next word-thing.

Overall, i've wasted more time reviewing the PR and trying to steer it properly than I expected. So multi-layer agent vibe coding is no longer the way to go *for me*. Maybe with unlimited tokens and a better prompt, to be investigated...


And it can quickly start spiraling out of control. The bloated implementations keep adding more and more context it needs for the next change. Discovery results start getting worse, implementations get worse, and bloat continues to increase.

Actually it was sort of fun to see that the AI started writing comments to itself by gradually explaining what it was trying to do and ways it failed to do it.

Then it spent more time appending comments to its own comments rather than writing code ^^


Link this with the fact that anyone can use any name/email in commits and appear as the legitimate contributor on GitHub and it completes the chain. Love it :)

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