Riffle Feed
You don't learn AI by watching other people build things on YouTube. You learn it when you sit down with a specific problem to solve. Riffle turns hundreds of hours of technical video into a clean card feed on your phone—with direct links to original video timestamps.
The Practical Problem
Watching someone demo a tool for twenty minutes is mostly television. You rarely retain the workflow because you don't need it that day. And by the time you actually face that problem three months later, you can't remember which video had the answer or where the creator mentioned the setup steps.
Riffle was built to solve that retrieval problem. It ingests full video transcripts, cleans the metadata, checks claims against exact source timestamps, and compiles verified insights into structured cards.
Instead of endless scrolling, Riffle works as an intent capture tool: save what looks relevant, organize cards into decks, and generate targeted prompts for your own tools when you're ready to do the work.
100% Sourced
Every card points directly to the creator's video and exact timestamp. No unsourced claims or made-up advice.
Intent Capture
Double-tap to star, sort into custom decks, and flag unfamiliar terms to review when you actually have time.
Installable PWA
Runs directly in your mobile browser or installs to your home screen. No accounts, no paywalls, and persistent local storage.
Current App Snapshot
Want to build a similar verified knowledge feed over your own company recordings, calls, or documentation?
Learn about the Knowledge Pipeline System