Ivan Tolkunov

Demo of the AI TODO app https://ivan-tolkunov–surukoto-run.modal.run/ (warning: the app could take up to 30s to boot up). All data is reset after 5 minuts of inactivity. Try telling it: “add every color of the rainbow”, then “mark all todos mentioning colors between green and violet as done” and “clean up completed todos”

Everyone is building TODO apps to get started with a programming language or technology. I asked myself a question: what would a TODO app look like in the age of AI?

So I came up with an idea to build a TODO app you can simply speak to to give instructions. I started with a simple use-case of telling the app to “add milk to the shopping list”. But then I realized that using modern LLMs, I could also make the app check-off TODO items or remove them based on the user commands. The app turned out to be really fun to use!

67 Weird Debugging Tricks Your Browser Doesn't Want You to Know

A list of useful, not-obvious hacks to get the most out of your browser’s1 debugger. Assumes an intermediate-level-or-higher understanding of the developer tools.

Build an AI Tool to Summarize Books Instantly

Get the gist of any book without reading it cover to cover.

Alessandro Amenta

Level Up Coding

Alessandro Amenta



Published in

Level Up Coding
4 min read
4 days ago



In this article, we’ll build a simple yet powerful book summarizer using Python, Langchain and OpenAI embeddings.

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