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John Lindquist
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Sep 30, 2026
Jev: 8 real use cases for the fastest, cheapest model I’ve ever used | John Lindquist
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John LindquistGUEST
Um, if you think of a grocery store and if you think of I have a function call, like get cart, if we remember programming, and you type in something like, "What's in my cart?" And that's how...

John LindquistGUEST
Like, this is just demoing back if, if the previous demo didn't make enough sense.

John LindquistGUEST
Think of, like, plain English language mapped to a function name, and that's one of the core foundation- foundational pieces of what Jev does.
Advanced Claude Code techniques: context loading, mermaid diagrams, stop hooks, and more | John Lindquist
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John LindquistGUEST
So these diagrams are all generated from, I can share a prompt with however you want to share with the audience, that can walk through code base and generate diagrams based on user actions or user interactions, the events, the channels, whatever happens in your code to help the AI understand the flow and how the pieces are connected.

John LindquistGUEST
I think Windsurf recently came out with something called Codemaps, a similar concept, essentially preloading valuable context so that You have to remember that every time an AI starts, it has no memory, no idea of what's going on in your application.

John LindquistGUEST
But they usually don't include a lot of how does my application work and how do the pieces fit? And so you get a lot of really bad edits because it doesn't understand if it modifies A, how does that impact B? So we want to preload a lot of that.
21 MINS LATER

Claire VoHOST
going to close out and spend a little bit of time on your workflow for when you're doing more complex coding projects or features, how you keep those really high quality using some advanced techniques in, I think, in Cloud Code and Cursor.