Just started at a company and the amount of irresponsible AI use is appalling. I asked an employee whose job involves AI adoption/training how large their diffs are for pull requests. They told me that their diffs are "As much as the model can produce given its reasoning level". In the end, this is going to create unmaintainable code that no one understands. It also discourages reviewing the code because no dev can m…
why do you care how large the diffs are. isnt there any other way to measure if ai is producing value?
AI coding is addictive. Engineers are paying the price
11–20 of 42 posts
Re: AI coding is addictive. Engineers are paying the price
#12Summary of the addiction management tips from the article.
1. Time-box your AI coding sessions with a clear goal and a hard end time.
2. Separate exploration (testing ideas) from execution (shipping code) to avoid losing focus.
3. Prioritize sleep, hard stops, and actual recovery as essential maintenance, not just wellness.
4. Invest in structured training to move from basic usage to advanced multi-agent workflows.
5. Personalize your AI workflow to fit your needs while actively avoiding common anti-patterns.
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When a developer stops writing code and starts using Claude to handle multiple projects at once, they are essentially managing the outcomes.
They have become 10x engineering managers. The context strain and emotional strain is overwhelming.
Re: AI coding is addictive. Engineers are paying the price
#13Just started at a company and the amount of irresponsible AI use is appalling. I asked an employee whose job involves AI adoption/training how large their diffs are for pull requests. They told me that their diffs are "As much as the model can produce given its reasoning level". In the end, this is going to create unmaintainable code that no one understands. It also discourages reviewing the code because no dev can m…
Re: AI coding is addictive. Engineers are paying the price
#14I can't agree more. I spent 4 hours debugging an issue with Claude from 10PM to 2AM which I will never do - before Claude.
Same; the most infuriating parts - Claude caused the issue and Claude misdiagnosed the issue, making me spend more time than if I was debugging it myself.
Re: AI coding is addictive. Engineers are paying the price
#15I can't agree more. I spent 4 hours debugging an issue with Claude from 10PM to 2AM which I will never do - before Claude.
Same; the most infuriating parts - Claude caused the issue and Claude misdiagnosed the issue, making me spend more time than if I was debugging it myself.
Re: AI coding is addictive. Engineers are paying the price
#16What type of AI coding? I do not have the attention span to sit there and let these LLMs just churn away. I have to be the one doing the typing or nothing will be accomplished. I tried playing Claude Code and Codex a bit. While impressive in their outputs (at times), I just find the workflow to be so dissatisfying. One other aspect of LLMs that I do not enjoy when it comes to development is the fact that LLMs minimiz…
Where I do get value out of LLMs is in two main areas. One is generating short bits of code that I can more or less instantly recognize as correct. Bash scripts are a good example - I can read bash well enough but I'm not great at writing it, so Claude can generate a 20-line script very quickly and I can equally quickly understand the generated code. Writing such scripts would probably take me 15-20 minutes, so I'm not saving huge time, but it's there. The other use case I have is asking the LLM for code review on my personal projects. I don't let it write code (that would destroy the whole fun of the personal project, for one thing), but sometimes I have some code I'm pretty sure sucks and I'll ask ChatGPT to suggest better ways to accomplish the same thing. I learn a lot reviewing its suggestions.
Re: AI coding is addictive. Engineers are paying the price
#17Earlier quoted context omitted.
Same; the most infuriating parts - Claude caused the issue and Claude misdiagnosed the issue, making me spend more time than if I was debugging it myself.
That's been my experience. LLMs cost me time , they don't save it.
Re: AI coding is addictive. Engineers are paying the price
#18if you're overloaded with PRs, build LLM-based systems to take the load off. don't be a senior engineer, be an engineering manager.
Re: AI coding is addictive. Engineers are paying the price
#19Re: AI coding is addictive. Engineers are paying the price
#20Earlier quoted context omitted.
Same; the most infuriating parts - Claude caused the issue and Claude misdiagnosed the issue, making me spend more time than if I was debugging it myself.
That's been my experience. LLMs cost me time , they don't save it.