I currently work at an “AI First” 🤢 fintech company, and we’re mandated to program agentically. I was fortunate enough to start working before the AI hype, but the environment right now is daunting.
There’s too much unmaintainable code slop and throw away scripts committed that I can’t keep track anymore. Each PR has so much diffs that it feels like someone had diarrhea and shat all over.
I try to manually review the code, but it feels like best effort at most. Like I may only understand 70% of the thing that I’m reviewing. What ends up happening usually is that I just ask the model and verify the output(which is horrifying I know)
I spend the whole day arguing with AI, reviewing, and pushing back against its output that sometimes I wonder if I am the one driving AI or is it driving me.
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Recently, I noticed that I’ve becoming more reliant on the model and that my skills have been atrophying. What would’ve taken me an afternoon if I program it by hand, would take me a week now if I do it now. I also find my head hurting and myself glossing over the code in code reviews and prompting claude to do even the basic of commands.
I get that there’s more to programming in software engineering (collaboration, dealing with people, etc etc), but I don’t feel like I am in control of the systems I am building anymore with the engineering aspect being replaced with babysitting and self lobotomy.
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Off work hours, I try to brush up by reading on system design and architecture books, typing by hand if I’m learning a new technology or stack, but I feel like it’s not enough to prevent from skill atrophy.
How are y’all coping and how do you recover from this? I am afraid on what skills that I’ll be able to bring at my next place of employment if I resign and that I’m becoming a jack of all trades master of none type of thing - having only shallow understanding.


In a similar boat. I’ve been programming since my family got a IBM 386 in the 90s and I started dabbling in the dark arts. I’ve been a career programmer for 20+ years now. I’ve loved it, all the way up until the past year or two.
Here are some of my rambling thoughts and perspectives, for whatever they are worth.
“Don’t try to fix someone else’s mistake while they are still in the process of making it.”. AI is both a useful tool and a giant shit show, but if your company wants the shit show, then let them have the shit show, do not carry their burden.
Lean into hobbies that aren’t on computers. I do woodwork, gardening, arts and crafts, sewing, home repairs, camping, etc. “Go touch grass” as it were.
“Fight fire with fire”. (I don’t understand that saying) But the point of it is to say, don’t manually review AI slop, if they are gonna slop 800 file PRs at you, AI slop review them and move on. The Titanic is sinking, you aren’t going to save it by frantically bailing with a bucket.
Programming is both an art form and a skill and it is also like riding a bike. You may not ride for years, but if you get on a bike it will come right back to you. Don’t stress or worry that your skillset is deteriorating, it will always be there. It may get rusty and need some lube, but it won’t go away.
When the AI bubble finishes popping, AI will still be around, but it may not be shoved into literally everything as much, and there will still be a place for talented people to do quality work. Examples from 2 of my top hobbies is that we have both automated farming and assembly line furniture factories, but handmade solid wood furniture is still around and worth doing, and there are still gardens in a lot of back yards.
Most of the people in the top positions in our governments and companies are completely and utterly unqualified to be there. You’ll be fine. Focus on being your best self, being happy with YOU. AI is here to stay, but talented people have not lost any value at all, know what you are worth, have some confidence, don’t let the slop get you down, there is literally slop in every aspect and career, try not to worry about it, ya know? Mass produced, low quality clothing and furniture exists, but people still sew and woodwork. It’s ok, be better than the baseline slop and you will have value to those who understand.
Being a “Jack of all Trades / Master of None” isn’t a bad thing, neither is the inverse a “Master of one thing and nothing else”. All of that is also very black and white thinking, it’s not reality. People are more than just their skills.
Final thoughts and summary: The AI slop is here to stay. As I learned in therapy “Don’t fight the current/flood/rising tide, learn to swim and float above it.”. The river is going to go where it is going to go, you can either be swept away and dragged under or you can sail along the surface and enjoy the breeze. I, personally, recommend the latter.
Good luck out there! You got this!
Thank you for your words!
I have also been doing this since the 90s. All of this rings true.
Thanks. This is a bit reassuring.
Fight forward with fire- My only gripe is if a prod issue arises, the ball will bubble up to my court and I hate to be caught with my trousers down
That’s so inspiring. Thanks!