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[ARTICLE · art-159667] src=news.ycombinator.com ↗ pub= topic=ai-tools verified=true sentiment=· neutral

Show HN: Muscle Memory – Can you still write code without AI?

A developer with 6 years of experience launched Muscle Memory, a browser-based coding practice tool, after finding he could read but not write code unaided following a year of heavy AI-assistant use. Muscle Memory offers realistic challenges across 12 languages, runs code in a network-denied sandbox with no account required, and with user consent records raw practice events including keystrokes, runs and submissions to build an open dataset on how people write code in the AI era. Individual results stay private unless shared, a "Stealth" mode keeps data out of published findings, and the code is MIT-licensed on GitHub with raw parquet data to be released under MIT once a critical mass is reached.

by read2 min views2 publishedOct 28, 2026

Developer of 6 years here, been using AI (increasingly) over the last year for most of my work. A few weeks back I started to look for new jobs as the current startup I work for is falling into pieces. "Do I need to do leetcode again?" - I thought. So I picked a few challenges and tried to solve them without an assistant.

This felt impossible. What?! Is this the brainrot everyone is talking about? I mean I still read code every day, I just don't write it anymore. I could read and review the solution easily, but writing it myself felt like speaking a language I only understand, but cannot speak.

Being the data hoarder I am, I immediately wanted numbers, so I built Muscle Memory to help me feed them.

It's like leetcode but better. Challenges are more realistic, and I'd like to think the UX is more straightforward. It covers 12 languages and your code runs in a network-denied sandbox in your browser. No account needed.

I want it to be a place to keep your hands sharp: short tasks, clear prompts, and difficulty that comes from solving the problem rather than figuring out what the question means.

About the data (that I'm curious about): With your consent, Muscle Memory records your practice as raw events, including keystrokes, runs and submissions. Hoping to build an open dataset of how we write code in the AI era. That could help us understand how we approach problems, where we get stuck, and how we well do we retain our craft during this transition.

Your individual results stay private unless you share them. “Stealth” mode keeps your data out of published findings, and you can export or delete everything.

The data will be published as a report/notebook on the site itself, and be available raw under MIT license (parquet) once we reach a critical mass of sorts, so it makes sense to share.

The code is also MIT-licensed on GitHub (https://github.com/ekkuleivonen/muscle-memory). I wrote more about why I built it in the manifesto here: https://musclememory.run/manifesto.

I'd especially like to hear what surprised you about your first attempt.

Try it out here: https://musclememory.run

Comments URL: [https://news.ycombinator.com/item?id=50275751](https://news.ycombinator.com/item?id=50275751)

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