Software that gets better while you use it
Most tools are as good on day one as they will ever be. flostate is built the other way around: every task an agent completes is evaluated, compared with what worked before, and folded back into how the next task is approached.
That loop runs quietly in the background. You see it as fewer corrections, better first drafts, and agents that start to anticipate the shape of the work your team actually does.
Evaluation is the product
Self-improvement only works when the evaluation is honest. Each run is scored against explicit goals, reviewed against its sources, and kept with a full trace, so a change in behaviour can always be explained and, if needed, rolled back.
What this means for your team
You spend less time re-teaching tools, and more time on the decisions only people can make.