▶ TRANSMISSION · September 3, 2026
Stack Overflow Made You a Developer. The Struggle Made You an Engineer
There was a time when becoming a developer/ software engineer meant spending hours staring at a screen, wondering why the hell your code wasn't working.You would try something. It wouldn't work.You would change it.Still nothing.You would Google the error message, open twenty tabs, read three blog posts, and eventually land on a familiar website:Stack Overflow.For many developers and engineers, Stack Overflow wasn't just a website. It was part of the education.And strangely enough, the difficulty of finding an answer was one of the things that made us better developers and engineers.You Didn't Just Get the AnswerWhen you searched Stack Overflow for an error, you rarely got a perfect solution handed to you.You had to read.You had to understand what the person was asking.You had to look at several answers.You had to figure out whether the answer was written for your version of PHP, JavaScript, Node, Bun, Postgres, or Docker, or whatever technology you were using.Sometimes the accepted answer was from 2014 and completely useless in 2024.So you had to think.You weren't just copying code.You were learning how to debug.And debugging is one of the most valuable skills a developer or software engineer can have.Stack Overflow Taught Us How to SearchOne of the most underrated skills developers and engineers from that era developed was knowing how to ask Google the right question.You learned that searching:"Next.js not working"was useless.But:"Next.js 14 app router hydration mismatch client component"might actually get you somewhere.You learned to search for exact error messages.You learned to remove unnecessary words.You learned to recognize technical terminology.You learned that sometimes the answer wasn't on the first page—or even the first five pages.This sounds trivial today.It isn't.Knowing how to efficiently search for information is a genuine engineering skill.You Learned From Other Developers' MistakesStack Overflow was essentially a massive collection of developer and engineer mistakes.Someone had already encountered the problem you were having.And someone else had taken the time to explain how they solved it.You could see:What caused the problemWhat didn't workWhat finally workedWhy it workedSometimes, why the original approach was completely wrongThat last part was particularly valuable.You weren't only learning solutions.You were learning failure.And experienced developers and engineers know that understanding why something fails is often more valuable than knowing how to make it work.You Had to Read the DocumentationSometimes Stack Overflow didn't have the answer.That was frustrating.So you went to the documentation.You learned how an API actually worked.You learned what parameters a function accepted.You learned what a framework expected.You started discovering that the documentation was often more reliable than a random answer written five years ago.Stack Overflow was frequently the doorway to the documentation.And that created a healthy habit:Don't just find an answer. Understand the technology.And Then AI ArrivedToday, the experience is completely different.You can paste your error into an AI assistant and say:"Why am I getting this error?"A few seconds later, you can have an explanation, a proposed solution, and sometimes an entire rewritten function.It's incredible.And it genuinely makes developers and engineers more productive.But there is a danger.The easier it becomes to get an answer, the easier it becomes to stop learning how to find the answer yourself.You can ask AI to fix your code without understanding what was broken.You can ask AI to write a function without understanding the API.You can ask AI to refactor an entire class without knowing whether the new implementation is actually better.The problem isn't AI.The problem is outsourcing understanding.Stack Overflow Made You Work for the AnswerThis is probably the biggest difference.With Stack Overflow, you had friction.And friction, as annoying as it was, had educational value.You searched.You read.You experimented.You failed.You tried another solution.You eventually understood the problem.AI removes much of that friction.That's its superpower.But sometimes the struggle itself was the lesson.Think about learning to ride a bicycle.If someone could have followed you around holding the bicycle upright every time you started falling, you would probably have fallen less.But would you have learned balance as quickly?Probably not.AI Doesn't Have to Replace the Old WayThe best developers and engineers today don't have to choose between Stack Overflow and AI.They can use both approaches.Use AI to accelerate the process.But don't skip the thinking.Ask AI:"Explain why this happens."Not only:"Fix this."Ask:"What are the possible causes?"Ask:"Why is this solution better than the alternative?"Ask:"What should I read in the documentation to understand this properly?"Then verify the answer.Test it.Read the code.Understand the trade-offs.Because the goal isn't to become a developer or engineer who can generate code faster.The goal is to become a developer or engineer who understands code better.Maybe Stack Overflow Didn't Make Us Better Because It Had Better AnswersMaybe it made us better because it made us work harder to get them.We had to become detectives.We learned how to search.We learned how to read error messages.We learned how to read documentation.We learned how to recognize bad answers.We learned how to explain problems.We learned how to ask better questions.And eventually, many of us became the developers and engineers answering the questions.That's an important part of the developer and engineering journey.First you search for the answer.Then you understand the answer.Then you start answering other developers' and engineers' questions.And one day, someone searches for an error and finds your answer.That's when you realize you've gone from someone who needs help to someone who can help other developers and engineers.AI can get you to the solution much faster.But don't let it skip the journey.Because sometimes the journey is what turns a person who can write code into a developer and software engineer.
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