I didn't set out to build a product. I wanted my evenings back.
At some point YouTube became the main way I learn. Product strategy talks, two-hour podcast interviews, a guy in his garage explaining how to fix the exact thing I'd just broken. The content is incredible. The format is a time thief.
A two-hour video might have twelve minutes in it that matter to you. Finding those twelve minutes means dragging a progress bar around and hoping. YouTube's own press page counts the billions of hours people watch every day. Nobody publishes a stat on the hours spent hunting for the one part you came for.
My Watch Later list turned into Watch Never. I'd start a podcast episode on a drive, get twenty minutes in, and never come back to it. I was collecting things to learn instead of learning them. My wife could tell you exactly how many half-watched videos I've enthusiastically described to her and never finished.
So I built a tool for myself. Paste in a YouTube URL, get the full transcript, get a summary of what actually matters, and search for any word to jump straight to that moment in the video. A two-hour interview became a five-minute read, plus a few minutes of watching the parts worth watching.
The first versions kept falling over
The first one ran on a machine at my house. It worked beautifully for about a week, and then it didn't, and I couldn't tell you why without an hour of digging.
That became the pattern. I'd get transcripts working one way, and some piece of the chain would go quiet — a timeout here, an empty response there — and the whole thing would sit there spinning. Every time it broke I rebuilt that part differently.
What I ended up with is less clever than what I started with and a lot more boring, which turns out to be the point. Transcripts now come through a chain of independent sources, and if the first one doesn't answer fast enough the next one picks it up, and so on down the line. No single piece failing takes the product down with it. Summarization has the same treatment: a primary model, a fallback, and a background worker that sweeps up anything that stalled.
None of that is interesting to look at. It's most of the reason FastGrasp is a product now instead of a script on my laptop. The hard part of this problem was never the summarizing. It was making the boring part reliable enough that you never think about it.
What it grew into
It started as transcripts and summaries. Using it every day pushed it further than I planned.
The summary got opinionated. Instead of a bland recap, FastGrasp pulls out the key sections and gives you a verdict: watch it in full, skip to the sections that matter, or skip it because the summary has you covered. Half the value is the videos it tells you to skip. That surprised me at first. It doesn't anymore.
Search turned out to be the feature people show their friends. Type any word and you get every spot it's mentioned in the video, with a tap to jump to that timestamp. A buddy of mine tried it for the first time on a video about pool pump run times, and within a minute he was listing off every repair video he'd ever suffered through and what he would've searched for in each one.
Then came the pieces for people who use YouTube to learn on purpose: a quiz generated from any video so you can find out whether you retained anything, tags and groups to organize what you're studying, and shared summaries so you can see what other people found worth their time.
Who it's for
Anyone whose relationship with YouTube boils down to "I want the knowledge, not the runtime."
The professional whose industry now publishes its best thinking as 90-minute podcasts. The DIY guy who needs one answer buried in a 40-minute repair video. The student trying to turn lectures into something searchable. Anybody whose Watch Later queue has become a monument to good intentions. I say all this with love, because I'm every one of those people.
Pew Research has YouTube as the most widely used online platform in America, bigger than any social network. Video won. Our time didn't. FastGrasp is my attempt at fixing the exchange rate.
What it costs
Nothing right now. FastGrasp is free while we grow. No credit card, no setup. Will there be a paid tier someday? Probably, for heavy users. But today I'd rather have you in there telling me what's broken than have a paywall nobody has hit yet.
I built this because I was spending too much time watching and too little time learning, and it fixed that for me. I think it'll fix it for you.
Paste one video in. That's it.