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MechanismVideo · 11:59 — 13:29

To fix the spelling app's bugs, Scott set up a computer to autonomously run the spelling test against Reachy Mini via audio and microphone loopback, using OpenAI models to check debug logs and iteratively fix and retest until it worked.

Rather than manually iterating, Scott built a self-healing test loop where a computer conversed with Reachy over audio while OpenAI models diagnosed and fixed bugs automatically. ✦ AI generated

Scott · Syntax · 2026-07-17 · original ↗

starts at this moment · 11:59

what I actually ended up doing was setting the Richie Mini in front of a computer, having that computer take the spelling test on the Richie Mini back and forth with audio and microphones, and then that way the system was able to self-heal and improve the latency using Open AI models to run the test, check the debugging information, and then fix it, test it, reiterate.

verbatim transcript · starts at 11:59

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11:59with audio and microphones, and then that way the system was able to self-heal and improve the latency using Open AI models to run the test, check the debugging information, and then fix it, test it, reiterate until now we have an app that is, I got to say, working pretty well. >> Your word is robot. The teacher asked us to spell robot. >> Um r o b o t

12:31>> Nice work. You spelled it carefully. Your word is eat. The teacher asked us to spell eat. >> e a t >> Nice work. You spelled it carefully. Your word is jump. The class practiced the word jump today. >> j u m p >> Nice work. You spelled it carefully. >> So, I think this was a great success. The robot is now my personal assistant. It's taking spelling tests with our kids

13:08and it's only going to get better from here because I still haven't really implemented that much with the camera. The next step on the docket is to use the camera to teach my son and I how to play Warhammer 40K. We're going to use the camera and the LLM that this is talking to to discuss both strategy as well as what to do next so that way it

13:30can even identify pieces on the battlefield. That is a big project and the one that I'm going to be diving into next. That said, I'm a huge fan of this little robot. It's a really cool open project that you can do all kinds of stuff with and I got to say, I think I just made a new friend.

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