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NVSBL
Autonomous product discovery, API, and subscription platform
A three-repo suite: an invisible agent engine discovers product opportunities through autonomous scanning, a public API surface packages approved signal, and an authenticated app layer delivers subscriptions, API keys, usage, and billing.
- HN Scout runs on a schedule — scans Hacker News for complaints and unmet needs, scores 280+ posts per run, and labels validated opportunities as GitHub Issues before human review.
- Full monetisation stack built out: API keys, usage logs, Stripe checkout, webhook ingestion, Supabase subscription persistence, and Linear delivery for customers.
- Three separate surfaces with different evidence boundaries: private agent engine, public site + API, and an authenticated product dashboard with pricing, pipelines, and docs.