OmnethDB: Building a Memory System Agents Can Actually Trust

I have been working on Vexdo for a while now, trying to build an autonomous system that can ship code with as little human intervention as possible. Some of that work ended up in earlier write-ups: I built a local AI dev pipeline that reviews its own code before opening a PR I let agents write my code. They got stuck in a loop and argued with each other I needed a workflow engine for AI agents. None of them fit, so I built one OmnethDB came out of a pretty simple thought within that broader Vexdo journey. If I want agents to work on a codebase with less and less human supervision, it would be really useful if they could accumulate project memory in roughly the same way people do. A person who has been on a project for a long time is usually much more effective than a newcomer. They know the weird edge cases, the old migrations, the intentional tradeoffs that look like bugs, the decisions that were reversed, and the things that are technically possible but architecturally wrong. I wante