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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.

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Reading comments under one post — Vladislav Ivanov · AI Products & Tools
Stack Overflow's monthly questions just dropped back to 2008 levels. We didn't kill it — we just stopped needing the lecture. 👇 For 15 years, Stack Overflow was the master. You asked a question. Somet…
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Aravind S D The AI slop pushback is real and growing. If output quality drops enough, there will be a correction. But I doubt it brings people back to SO — more likely it just raises the bar for how people use AI.
Al Systems Operator | Helping E-commerc… AI Products & Tools filtered out ⌕ thread
Utkarsh Maurya Utkarsh Maurya nailed it. The feedback loop matters — less public knowledge shared, weaker future models on edge cases. We might not notice for 2-3 years. Then suddenly the gaps show.
Al Systems Operator | Helping E-commerc… AI Products & Tools filtered out ⌕ thread
George Coller M.S. I'm glad you've found where your abilities complement the AI system. Many are still struggling with this!
Data & Decision Intelligence | Advanced… AI Products & Tools filtered out ⌕ thread
No comment.....
A+, Itil V4, AWS Cloud Practitioner, Co… AI Products & Tools filtered out ⌕ thread
Stack overflow is no longer relevant. Remember the time humans transitioned from machine language to programming? Now we are transitioning from programming to ai tools. Programming languages are irrelevant now. They will slowly become obsolete. Now skills are measured by how learnt you are in claude, cursor, chatgpt etc. If you are still coding the traditional way or even debugging the traditional way, you are going backwards. AI should code and debug for you henceforth.
Vice President – Engineering | Global C… AI Products & Tools filtered out ⌕ thread
Sometimes the logs in third-party libraries are so cryptic that I don't think we need to worry about losing our debugging skills anytime soon! And that Stack Overflow nostalgia... Oh:)
Python Backend Engineer | FastAPI, Djan… AI Products & Tools filtered out ⌕ thread
Very good reflection. During my first experiences using AI for software development, I quickly realized that although I was producing code faster, I was not really learning. That’s when I decided that for every new project using a framework I don’t know, I would build a complete progressive workflow — from beginner to professional. The project evolves from a beginner version to a professional one by following clear stages that I test at every level. I do not focus only on the code itself, but on understanding the logic behind how the entire project works. During these progressive checkpoints, I continuously update the workflow with best practices, solutions to bugs encountered, and lessons learned along the way. At the end of the project, I create a second, professional-grade workflow for future projects. The first serves as educational material, while the second becomes a production-ready process for similar projects. If you have other approaches that you use, please share them with me — I’m always interested in learning different ways of working and improving my process.
Software Developer | Python, Data Analy… AI Products & Tools filtered out ⌕ thread
I don't think it's going anywhere... I still depend on stack overflow for more complex coding. You never know what you can find out still!
AI, Robotics & Embedded Systems | Lab M… AI Products & Tools filtered out ⌕ thread
LLMs train on SO to give people these answers... Without helping people actually learn anything. I'm sticking with SO and still use it and the StackExchange network every day. Not for Nostalgia, but because it actually helps me understand the problem and solution more deeply. SO was never a master. The people that contribute to it are mentors and teachers that care about learning and deflating my ego, not sycophantically propping up my ego and building false confidence.
Software Professional that asks too man… AI Products & Tools filtered out ⌕ thread
The Times They Are A-Changin, Bob Dylan.
GeoAI · Land Use & Cover Modelling AI Products & Tools filtered out ⌕ thread
I haven’t used it in years. Old school 🏫
Computer Science & Engineering AI Products & Tools filtered out ⌕ thread
Asere Baloi that is a comment...
System Administrator at Raytheon AI Products & Tools filtered out ⌕ thread
Sakib Ziad both, actually I ask same question to llms, so instead waiting for someone replay the post, now days llms do. So speed and development become faster than ever
CTO & Co-Founder | Venture Architect | … AI Products & Tools filtered out ⌕ thread
Meanwhile stack overflows revenue has increased manifold because they've been feeding to the LMs instead 🫡
Data Platform Engineering Lead | Cloud … AI Products & Tools filtered out ⌕ thread
The LLM’s won’t have anything to train on. Hmmm...
RevOps Leader | Solution Architect | Sa… AI Products & Tools filtered out ⌕ thread
Ash Mohatt Exactly. When you are in the suit you won't fire randomly, NOT WITH SAFETY ON YOUR MIND!!!
A+, Itil V4, AWS Cloud Practitioner, Co… AI Products & Tools filtered out ⌕ thread
One age is over. New is here 👏
Software Engineer AI Products & Tools filtered out ⌕ thread
I think AI made us faster, but Stack Overflow made us sharper. AI is great for getting unstuck quickly, but the real skill is still knowing how to debug, verify, and understand the answer. The best developers will probably use AI like a senior assistant, not like a replacement for thinking.
Senior Full Stack Engineer | Python, Ja… AI Products & Tools filtered out ⌕ thread
And AI can "read" documentations that developers are lazy to do
Principal Engineer | Enterprise Archite… AI Products & Tools filtered out ⌕ thread
I'm interested to know if you think that the current situation is better. Stack Overflow wasn't perfect, and the issues you described were definitely true. However, SO forced users to really think about the question they were asking in their attempt to understand a solution. With modern AI tools, you simply get the answer without having to work for it, or understand it at all.
Computer Science Major | Artificial Int… AI Products & Tools filtered out ⌕ thread
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