I was doing something with jj snapshots with AI now that you have mentioned.

I will admit, I didn't know jj but I wanted snapshots so I used it, so then when AI made some changes and kept on going and I wanted to go back to a particular change and I used ai to do that. It was actually really frustrating. To the point that I think I accidentally lost one of the good files within the project and I had to settle on good-enough which I had to try to get for hours to that particular point.

My point feels like I should either learn jj properly to use it or to at this point, just ask AI agents to git commit. Another point but I was using ghostty and I had accidentally clicked on the title bar and somehow moved the folder to desktop, I wasn't thinking the most accurately and I just decided to delete it thinking that it must have copied it rather than moved it. (Also dear ghostty why do you make it so easy to move folders, it isn't the best of features and can lead to some honest errors)

My face when I realized that I have deleted the project:

Anyhow decided to restore it with ~/Trash but afterwards realized that the .git/.jj history is removed because it deletes hidden folders (from my understanding) so I definitely lost that good snapshot. I do have the binary of the app which worked good but not the source code of it which is a bit frustrating

These were all just an idea of prototyping/checking how far I can move things with AI. Yeah so my experience for that project has been that I could've even learnt a new language (Odin) and the raylib project to fix that one specific bug in lower time than AI which simply is unable to fix the bug without blowing the whole project in foot.

I think the takeaway is to have good backups man. I mean I was being reckless in this project because I had nothing to lose and was just experimenting but there have been cases where people have lost databases in prod. So even backups should be essential if you find any source code which is good to be honest.

I am sure you guys must have lost some source code accidentally which you have worked upon, would love to hear some horror stories to hopefully know that I haven't been the only one who has done some mistake and to also learn something new from these stories. (I am atleast happy in the sense that I learnt the lesson from just an tinkering thing and not something truly prod)