If you have deployed a large language model in production, even just as a personal coding assistant, you have hit the wall.
The model gives you a great answer. Confident. Well-structured. You paste it into a Slack thread or a PR review, and someone asks: "How did it arrive at that conclusion?"
You do not know. The model does not know either. And there is no audit trail.
I have been in IT for over two decades, and I have watched the AI adoption curve accelerate faster than anything I have seen. But here is what keeps me up at night: we are deploying systems that cannot explain themselves, cannot stay consistent across sessions, and have no governance layer.
So I built one. In the open.
