
Andy Jakubowski
@jakubowskiandy
AI and notebooks engineer at @deepnoteHQ. Formerly a product designer for 10 years.
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I made a reasonably accurate replica of the vintage Citizen Quartz Multi Alarm III watch. Built with XState and React based on the original 1987 paper introducing statecharts. Statecharts unlock complex interfaces and can be understood by everyone. Demo: andyjakubowski.github.io/statechart-wat…
What an amazing design engineering article on implementing a typeahead feature in the browser from Florian. He takes apart a feature used in Apple’s Spotlight or Notion’s search, then builds a better version of it: blog.florianschulz.info/2025/10/typeah…
We just released 🌼 AI chat — a big new way to get AI help in @DeepnoteHQ. I’m happy I got to lead the implementation of this project, and had tons of fun working on it: loom.com/share/b2a48f1c…
loom.com
Hello AI chat!
I really enjoyed working on 🧊 Modules in Deepnote AI, a feature we just released at @DeepnoteHQ. Deepnote AI will now lean on your existing Modules instead of writing repetitive code or SQL: loom.com/share/254b5e55…
loom.com
Modules in Auto AI 02
Today, we're releasing ARC-AGI-2. It's an AI benchmark designed to measure general fluid intelligence, not memorized skills – a set of never-seen-before tasks that humans find easy, but current AI struggles with. It keeps the same format as ARC-AGI-1, while significantly…

I've built design systems for 4 companies already—and learned how to do it fast. I'm sharing a series of practical guides on how our 2-person team (@jakubowskiandy & I) built and launched a complete design system—themes, modes, visuals, components—in just 6 weeks. Read it here…

nice
Introducing Predicted Outputs—dramatically decrease latency for gpt-4o and gpt-4o-mini by providing a reference string. platform.openai.com/docs/guides/la… Speed up: - Updating a blog post in a doc - Iterating on prior responses - Rewriting code in an existing file, like @exponent_run here:
Good idea. Let me walk by the water!
friends @ google - pls let me draw a line on maps and turn it into a walking path

the new deepnote ai is pleasant to use loom.com/share/f83c2d5f…
loom.com
Smoother Deepnote AI
Had fun adding data table cell formatting to @DeepnoteHQ. Yeah it’s a table stakes feature, but surprisingly nuanced/complex to implement. Quick overview: loom.com/share/002e2ca2…
loom.com
Data table cell formatting
Deepnote acquires @hyperquery!
select * from hyperquery Today we are beyond hyped by the acquisition of @hyperquery by @DeepnoteHQ! Read more about this in the official announcement on our blog: deepnote.com/blog/deepnote-…

Oh nice! I hope other browsers implement this, too.
Hell yeah 🥹
📽️ New 4 hour (lol) video lecture on YouTube: "Let’s reproduce GPT-2 (124M)" youtu.be/l8pRSuU81PU The video ended up so long because it is... comprehensive: we start with empty file and end up with a GPT-2 (124M) model: - first we build the GPT-2 network - then we optimize…

This transition looks so sweet! I was pretty shocked you can achieve this with an image and a simple `scaleY` transform 🌟🙀

cooked this transition immediately after walking out of dune part 2
Just shipped iterative code editing in Deepnote AI. Had a blast collaborating on this one. loom.com/share/bd0d7a92…
loom.com
Iterative editing with Deepnote AI
Prompting is a skill 💪 Deepnote AI is a powerful tool right out of the box, but there's even more to it when you know how to prompt it effectively. I've written a brief article about tips and tricks for effective prompting. If you're interested, take a look!…

Whoa that’s neat, thanks @tryramp!
We 🫶🏻 our customers, especially the ones who put us on a Times Square billboard 🤩 Thank you to our friends Ryan Delgado, Anton Biryukov, Ian Macomber and Jobin George at @tryramp for making our wildest dreams come true!


🧢💙🫶
The best notebook is getting 10x better! I got preview access to the new autonomous AI assistant that @DeepnoteHQ is working on. Things are about to get exciting! I've been using Deepnote for three years, and they have the best developer experience I've found for data…

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