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Tim Lorent
Tim Lorent

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"One more course" is not a learning strategy

You've been working through a course for three weeks. You're almost done. But there's already another one open in another tab (the one you'll do after this) because once you finish both, you'll finally feel ready to apply. Or to take on bigger work. Or to stop feeling like you're pretending.

That feeling doesn't go away when you finish the course. You already know that.

I used tutorials as a way to avoid the thing I was afraid of

When I was trying to land my first dev job, I did this obsessively. One more project. One more certification. One more month of practice. I told myself I was building a foundation, but I was really managing anxiety by feeling productive.

The courses felt safe. They had right answers. They gave you a green checkmark when you got it right. Real work doesn't do that.

At some point I applied anyway: underprepared, convinced someone in HR had made a mistake. Within a month on the job I'd learned more about version control, debugging, and reading unfamiliar code than six months of tutorials had given me.

Why tutorials can't simulate the real thing

Tutorials are designed to reduce friction. They give you a working environment, cleaned-up problems, and a path that someone else already validated. That's useful, but it's also exactly what's missing from actual development work.

Real codebases are messy. Real specs are incomplete. Real feedback comes from people who are also under pressure and don't always have time to be gentle. The skills that matter most on the job, like reading unfamiliar code, asking the right question at the right time, sitting with ambiguity without panicking, aren't things you can learn in a tutorial, because tutorials are specifically designed to remove those conditions.

This isn't an argument against learning resources. It's an argument against using them as a substitute for the discomfort they can't replicate.

What to look for in your first role (or next one)

Not all environments accelerate learning at the same rate. These are the conditions that actually move the needle:

  • Structured onboarding that explains the why, not just the what.
  • Pair programming or regular code review from someone patient enough to explain their reasoning.
  • A team where asking questions is normal!
  • Real tickets with some ambiguity, not just "go build this thing exactly as described."

What slows things down: being left alone to figure everything out with no guidance, a culture where mistakes are punished rather than examined, and senior devs who are too busy or too defensive to share context.

The quality of that environment matters more than how prepared you felt when you walked in.

How to break the tutorial loop

Set a hard constraint. Pick a date (four weeks out, eight weeks out) and commit to applying or taking on something real by then, regardless of how ready you feel.

Build, build, build. A real project with a real README, a deployment you maintain, a problem you actually ran into. The messiness of making real decisions is the education.

Track what you don't know. When you hit something unfamiliar in a tutorial, note it. Then go apply anyway, and come back to those gaps when the job surfaces them as real problems. You'll retain it better because the context is real.

Use courses to close gaps, not to gate your next move. A course is useful after you've hit something at work that you need to understand better. It's much less useful as a prerequisite for starting.


The fastest way to become a better developer is to be one, somewhere that supports the learning.

The "not ready yet" feeling is real, but it's not a signal to wait. It's the feeling of standing at the edge of the thing that will actually grow you. I've mentored developers who spent a year overlearning before their first application. I've mentored developers who applied early, struggled loudly, and grew twice as fast. The difference wasn't talent. It was which discomfort they chose.

What's one thing you've been waiting to feel ready for? And how long have you been waiting?


The tutorial loop, the readiness myth, and what actually moves your career forward: I cover all of it in From Hello World to Team Lead, my practical guide for developers at every stage of growth.

Top comments (9)

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itsugo profile image
Aryan Choudhary • Edited

I appreciate the call to action, but I think it's easier said than done. Setting a hard constraint to take on real work and build projects can be daunting, especially when the stakes are higher. From what I've learned, it's the day-to-day execution that's the real challenge, not just the willingness to do it. But then again, it's all the more reason to do it.

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FrancisTRᴅᴇᴠ (っ◔◡◔)っ • Edited

I agree from the title straight up lol. Doing courses isn't learning until you apply that learning.

If the course is about Database and the whole course purpose is to memorize to do well in test, that's not learning. It is simply trying to survive and get a good grade. If it's both Theory and hand-on, I would say you are learning.

One time, I learn Web Development before taking the Web Development class. I only learn basic HTML, CSS, and JS by myself and I was able to build my own portfolio from scratch! When I first saw the point you made where "Use courses to close gaps, not to gate your next move.", that resonated with me fully! When I took Web Development, I treat it as refining my learning and filling in the gaps that I missed. I treat course as polishing my skills.

Great post :D

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Julien Avezou

Putting knowledge to practice is definitely more effective than passively following tutorials. I agree with your idea of unpredictability and learning from this by adapting. Working in a company has taught me that software engineering is so much more than just your own mastery of coding. It's dealing with other's code and ideas that can sometimes conflict with your own. It's about handling uncertainty and emotions by getting pulled out of bed at 2am to handle a high priority incident. It's about collaboration and convincing your PM that tech debt needs to be prioritised this week over any new features. It's about spending a whole day debugging and and dealing with potential frustrations.

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trinhcuong-ast profile image
Kai Alder

This hits close to home. I spent months doing Udemy courses before my first job and looking back, I was basically procrastinating with extra steps.

The thing nobody tells you is that the discomfort of not knowing what you are doing IS the learning. Courses remove that discomfort, which is exactly why they feel productive but aren't.

What finally broke the cycle for me was contributing to an open source project. No guided steps, no green checkmarks. Just confusing code and a desire to make something work. Learned more in two weeks than the previous two months of tutorials.

Great piece. Would love to see a follow-up on how to structure self-directed learning once you do make the jump.

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Gohar

I’m currently making a video series on replaying warcraft 2 after 25 years, and just made a video about how damage works. I’m interested in any feedback or changes for this as it wasn’t as clear cut as I thought. Or I hope it can be informative for anyone interested. I can’t post links because I haven’t made enough posts, but if you search “warcraft II remastered - damage mechanics” in YouTube, you will find it released one day ago.

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wong2 kim

100%. I spent years in "tutorial hell" trying to learn to code. What actually worked was picking a real problem (an app my family needed) and building it with AI assistance. Shipped more in 3 months of building than in 2 years of courses.

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Mykola Kondratiuk

The anxiety management framing is honest in a way most productivity advice is not. Course accumulation feels like progress because it is measurable and low-risk. Shipping something is neither. The gap between "learning enough" and "doing the thing" is mostly a confidence gap dressed up as a knowledge gap. At some point you just have to close the extra tab.

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Aad Pouw

Tuts are for getting a direction.
Learning you do from making mistakes!

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Uttam

Thanks, this is really helpful....