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Why Learning Basic Robotics Made Me a Better Software Engineer in the Age of AI

Julien Avezou on February 10, 2026

I recently bought a starter kit for Arduino to learn robotics. I was curious to learn some basic concepts and get inspired by what's possible to bu...
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Maame Afua A. P. Fordjour

This post really took me back! It reminds me so much of my high school days in a robotics social club. We spent so many afternoons huddled over messy wires and debugging motors that just wouldn't turn when we wanted them to. That "Tony Stark" feeling you mentioned is so real until you realize your sensor is just picking up a stray reflection and the whole logic falls apart!

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Julien Avezou

Nice that this post took you back. And thanks for sharing your memories. Yes there were some eureka moments and many moments of pause and debugging. That's what made it so fun!

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Aryan Choudhary

I love hearing about people who get to combine programming with hands-on learning - it's such a great way to really see the results of your work. You're making me want to grab an Arduino and start experimenting now.

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Julien Avezou

Thanks Aryan. You should definitely give it a go!

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leob • Edited

I have an Arduino kit at home, looking similar to the one I see in your picture ... what can I say - yes, it's fun!

I started with some very basic circuits, not even doing any programming, and that was entertaining already - just getting hands-on with all those shiny components, seeing light go on and off, seeing the Law of Ohm in action and all that - then did some basic programming with that very simple control language ...

Fun!

It's now gathering dust somewhere in a cabinet, but your post got me inspired to wipe the dust off and see if it still works (probably need to buy new batteries, haha)!

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Julien Avezou

Nice! Happy to hear! Let me know how it goes (and if it still works haha)

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Reed Dev

The parallel between robotics and AI software is underappreciated. Both fields reward iterative, feedback-driven development. I have been building an AI companion bot on Telegram (@adola2048_bot) and the debugging process is surprisingly similar to robotics - you observe behavior, adjust parameters, and re-test in the real environment. Simulation only gets you so far.

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Julien Avezou

Exactly! Constant observation and tight feedback loops are very important in both cases.

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Benjamin Nguyen

Really nice! It look a fun project. I agree with you because robotics, AI, cybersecurity, and quantum are important fields in the age of AI moving forward.

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Marco Colonna • Edited

My brief reasoning after this post.

it should also be considered that further advance in physics... Classical Physics, Statistical Physics, Relativity, Quantum Physics, Quantum Gravity and Foundations, and beyond... more time disappears...

I think in this world weve become too accustomed to idea of ​​space-time, and other mental/social/cultural traditions, that we risk clinging to... and contaminating with... this (and more), whatever we do

currently, as a species, were creating robots that resemble us, when obviously (exa): a housework robot, or any other robot, would be better with more arms and legs... even more difficult to realize why more veriables

It is not necessary to "think outside the schemes" We need to start creating these schemes, because the ones we have limit and contaminate... a bit... everything, like the noise described in this article:

Robotic systems don't always behave predictably. Sensors introduce noise. Motors behave inconsistently. Timing matters. Multiple variables interact simultaneously. Continuous feedback loops (observe, decide, act) are central for robotic systems. We are increasingly seeing these feedback loops in AI systems, especially agentic workflows.

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Julien Avezou

Thanks for sharing this perspective. I completely agree that it's so important to be aware and break through our biases as these can often limit us. I am curious if you have any frameworks or models that can help with this exercise?

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Marco Colonna

Im self-taught... honestly I still have to setup my own custom model locally, but if I create something concrete and useful for others, definitely publish it here on Dev.to :)

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Julien Avezou

Thanks!
Exactly, all these fields will grow together as AI keeps advancing and unlocks new possibilities.

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Benjamin Nguyen

exactly!

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kemek

What an inspiring piece! Your perspective on learning robotics alongside software engineering resonates so well. The hands-on experience with hardware definitely adds a different dimension to problem-solving. Arduino projects are fantastic for bridging the gap between abstract code and tangible results. Thanks for sharing this valuable insight!

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Julien Avezou

Thanks for the kind words! Happy that this piece resonates with you. I hope to inspire others to pick up something new and unlock new insights in software engineering with this post.

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Sunil Kumar

Very insightful and honestly refreshing to read.

What stood out to me is how robotics forces you to think beyond clean code and into real-world systems - noise, latency, hardware limits, feedback loops. That kind of exposure builds instincts you simply don’t develop when everything runs in a predictable software environment.

In many ways, working with robotics feels closer to working with AI systems than traditional app development. It strengthens systems thinking - and I agree, that’s becoming one of the most valuable skills in this era.

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Julien Avezou

Thanks! Fully agree.

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Harsh

Absolutely agree. Robotics teaches you systems thinking, real-world constraints, and hardware-software integration — skills that make you a much stronger engineer, especially in the AI era.

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Julien Avezou

Absolutely. I am spending more free time developing systems thinking skills. I am open to any suggestions. For now I am using basic robotics and looking into systems theory from various resources.

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Alex "ChainBreaker" Morrison

"ChatGPT can't tell you why your robot falls over" - exactly. AI is great for boilerplate but the hard problems still need human intuition. Robotics sounds like a forcing function for that skill.

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Julien Avezou

Agree, that's a good way of framing it.

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Nals

I find the emphasis on systems thinking interesting. Definitely feels like good intuitions to build when working with AI tooling.

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Julien Avezou

Thanks! Yes, as a software engineer, thinking at a systems level is increasingly important in this developing age of AI.

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Promise

I really wished I continue to work with robotics. Who remembers Lego MIndbricks

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Julien Avezou

When did they release that?
That reminds me, Lego is releasing SmartBricks with AI-powered components, sounds interesting.

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Giorgi Kobaidze

I still have one of those Arduino kits patiently waiting for me, but I've been way too busy to start. This article just might inspire me to finally make time for it. 😆

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Julien Avezou

I am glad you found inspiration in this post to start!

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👾 FrancisTRᴅᴇᴠ 👾

Doing anything in the line of Arduino's is a must for SWE! It does help you as a software engineer when it comes to systems and such! Great work!

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Julien Avezou

Totally! Thanks!