# Product STaurtomation is a self-hosted visual workflow automation tool. Users (spec ยง1): - **Homelabbers** โ€” notifications, OpenClaw, smart home, small scheduled jobs; single-box install. - **University staff, often non-technical** โ€” build automations visually, sign in via SAML/OIDC. - **Companies prototyping** โ€” ease of use, low maintenance, scheduled AI queries. Must feel easy to non-developers: code is available, never required. Core moments: building on the canvas, testing with pinned data and seeing each node's input/output, reviewing import reports, approving AI-assistant diffs, and noticing security updates.