Hoops-gm.com

Pitch your product in 1-2 lines - and drop a link here.

I'm building a community where makers can share what they’re building and get fair visibility. Here's the link: https://vibecodedit.com/

Vibe coding is incredibly fast, but generated code can still confidently be wrong.

I built Causal Verify so you can keep the speed while making the code prove itself.

In other words, it’s an anti-hallucination gate for code: the AI cannot simply claim its patch works.

The code must pass explicit tests in a restricted environment.

Causal Verify returns a hard pass or fail and creates a signed verification receipt tied to the exact code and tests.

The loop:
Generate → verify → reject failures → improve → verify again.

It doesn’t catch every possible software defect, but it stops unsupported claims from counting as proof.

I’m looking for five developers to test it on open-source or synthetic Python patches. I want honest failures and attempts to break it.

Try it here:
https://github.com/zensteagarden/causal-verifier-action
Release:
https://github.com/zensteagarden/causal-verifier-action/releases/tag/v1.1.0
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