Andrew Li

17 | CS @ University of Waterloo
SWE @ Marble Investments & UW Orbital
Interested in Edge AI & Astronautics

[Andrew Li @andrewl746]

@Gwynbleid_dd Looks amazing so far Vlad

[Andrew Li @andrewl746]

@ManicNovaSoft Yes it does, on multi-step dependency questions! Across 42 runs, Claude Code got all of them fully correct when it used Nebulosity, compared to 29 when it didn’t.

[Andrew Li @andrewl746]

I built Nebulosity to give Claude Code a map of how a big codebase connects.

It indexes every import in advance, so questions that span many files take a single tool call.

In my tests, Claude Code answered those up to 4.4× faster.

Free and open source.
https://t.co/qVId8wHlI3

[Expo @expo]

Shoutout to the cracked engineers from Waterloo @AThoduvakkal @DevHamzaKhan @andrewl746 & Daniel Lei!

Here's their hackathon submission: https://t.co/GDeunvfs2M

[Andrew Li @andrewl746]

@AThoduvakkal Inspirational

[Andrew Li @andrewl746]

@Bobliuuu Miserable

[Andrew Li @andrewl746]

@hencaii yours was amazing too 😮‍💨

[Andrew Li @andrewl746]

Toronto just released 4 free pre-approved multiplex designs. But does one actually fit your lot?

We built Suplex in 36 hours at Hack the Valley 11 to answer that for any address in the city.

[Andrew Li @andrewl746]

Built with @imyuvijain, @sand_man_fan, and @simoneetam 🙌

Demo + Details → https://t.co/Ds8Z6zecmA
Code → https://t.co/DhW0DNyoGk

[Andrew Li @andrewl746]

Under the hood:
• A zoning rules engine that checked all 495,456 Toronto lots
• 11 City open datasets in one geospatial pipeline, all in metres
• A 3D scene in three.js
• Gemini only phrases the engine’s numbers, and a validator rejects any number it didn’t produce