We ve been running agent workflows for years, and one problem keeps coming back.
It s rarely that an agent can t do the task. It s that, over time, things start to drift.
One agent makes a wrong assumption, another takes it as fact, and the error compounds and soon you re debugging a chain of decisions you can barely see.
Open-source AI agent teams you can actually inspect. Debug every prompt, tool call, memory change, and agent interaction. Control permissions, edit context, and choose the model for each agent. Self-host for free. Stop guessing what your agents are doing.
