Built an automation-first AI tool directory. A cron pipeline ingests newly released tools, normalizes metadata, and triggers rating workflows where multiple LLMs score and compare each tool across structured criteria. Output is published to a Next.js storefront with filterable categories and per-tool insights — zero manual curation in the steady state.
