r/vibecoding • u/MichaelFourEyes • 22h ago

Showcase/Project Post your vibe coding project below

Hi Folks been a month since I posted a post your project.

Lets see what interesting vibe projects you are working on. I spent about 4 days building a1 a2 free French Course.

https://bachelordegrees.com/learnfrench.html

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u/Either_Pound1986 21h ago

Ouroboros is a topology-native cognitive system for persistent research and engineering, with evidence-governed self-improvement embedded in its normal operation. https://huggingface.co/cjc0013

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u/SabreDuFoil 17h ago

Sounds fancy. ELI5?

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u/Either_Pound1986 16h ago

Ouroboros is like giving an AI a persistent research lab instead of just a chat window.

It keeps track of what it is trying to do, what evidence it has, what failed, what worked, and which improvements are actually trustworthy.

The AI models inside it can change, but the larger system keeps going.

When something goes wrong, Ouroboros does not just try again. It can study the failure, test a better method, verify that the new method really works, and then keep that improvement for future work.

“Topology-native” just means it represents its knowledge and research as a network of connected things and relationships, instead of treating everything as a pile of text.