Tool
Robinhood is a financial services company and investment platform for trading stocks, ETFs, crypto, options, futures, and prediction markets through its app and Robinhood Legend. The platform offers fractional shares, real-time market data, managed portfolios, and crypto trading. Its data platform team also built an internal hybrid AI reviewer for data-pipeline pull requests: deterministic checks run first, an AI agent evaluates risks those scripts cannot catch, and people handle escalated decisions. The system was reported to merge about 60% of these pull requests without human review.
1 use taken from transcripts — each links to the moment in the video.
A financial services company whose data platform team built a hybrid AI reviewer for data pipeline pull requests. The talk describes their internal system where deterministic scripts check facts, an AI agent reviews code for risks scripts can't catch, and humans handle escalated decisions — about 60% of their data pipeline PRs now merge with no human review, saving roughly 132 engineering hours a month.
1 in the library.