The Bid Lebowskis

Mini-pitch: FairPilot is a proactive AI copilot built as a browser extension that reduces UI complexity by offering help exactly when users need help most. It understands context in real time, guiding users through workflows, explaining system behavior, and even helping take actions directly inside the platform. It turns AI from a passive assistant into an active teammate: surfacing next steps, remembering information on the fly, and helping users move faster with less friction. https://gitlab.fmdev.io/yamen.hatahet/the-bid-lebowskis-ui-agent