DataHarbor

Open-core data platform with self-healing web scrapers — AI agents diagnose and patch broken extractors automatically (ClickHouse, Dagster, Qdrant)

Every scraper eventually breaks: a site redesigns its markup, a selector stops matching, and a pipeline quietly starts returning zero rows. Usually that means a human noticing the gap in a dashboard days later, then hand-editing a parser. DataHarbor's scrapers diagnose their own failures and patch themselves — an AI agent reads the failure signal, proposes a code fix, validates it (AST + a real test run against the target), and applies it. You review the diff like any other commit.