I'm building an AI accountability system. But I need independent technical help to prove it actually works.

I'm the founder of Korako Yolawani.

I'm not a professional programmer, and I want to be transparent about that.

My goal is to help give humans meaningful control over AI systems — including independent verification, cost transparency, safe execution, human approval, and recovery from failures.

We've developed architectural concepts, protocols, and initial technical work. But I don't want to confuse proposed solutions, passing tests, and independently verified real-world results.

That's why I'm asking this community for help.

I'm looking for AI engineers, security researchers, developers, and independent reviewers who could help us:

• Challenge the architecture and identify weaknesses.
• Verify whether human approval gates actually prevent unauthorized actions.
• Test cost controls and failure recovery.
• Design reproducible, independently verifiable tests.
• Build one small, genuinely verified end-to-end workflow.

I have limited resources and cannot currently promise paid work. I would welcome volunteer technical reviews, mentorship, open-source collaboration, and discussions about potential support.

No private repositories, sensitive user data, or paid API access are needed for an initial discussion.

I'm not asking you to trust our claims. I'm asking you to help test them.

I believe AI accountability and human control are problems worth solving together.

If this resonates with you, I'd appreciate your feedback, criticism, or an introduction to someone who might help.

Korako Yolawani — Human First. For a more human tomorrow.

Miha Tavčar
Founder, Korako Yolawani