Ishan Ramrakhiani
@fioraapp
17, data science, research | Scripps National Spelling Bee ‘21, ‘22 | Building @cursorforvideo
I created this edit by PROMPTING my extension from WITHIN my Adobe Editor. This is game-changing. Comment '6 7' and I might send you early access soon 👀
fire alarm went off in the dorms today so didn't have much time; still working on graphs + smoothing out some wrinkles. short demo below
basic context tools are finished—need to fix bugs with edges and some navigation tools
ISOLATION, VISUALISATION, MOTIVATION, DEDICATION. NO OUTSIDERS.
added web search tool working on adding graphs for managing project context
Feel asleep while working so no demo yesterday, but I added a web search tool to the agent so it has access to forums and other docs
It is crazy to me that some still don't see how big our GPU shortage is: - Most context window is <100k - Delayed rollouts of Agents, Codex - Full Sora never released - Veo 3 roll out taking weeks - Claude constant rate limits - Even big clouds default rate limits are…
we will cross well over 1 million GPUs brought online by the end of this year! very proud of the team but now they better get to work figuring out how to 100x that lol
unpopular take: building for fun/uncertainty >>>> building for $
Took 1 user prompt + 3 self prompts (feedback to model with error) my initial 'eval' of a solar system mockup has helped me gauge how well the system is doing
short demo working on building integration for graphs of the project so the model can have context without overflowing context windows going to be at yale for the next two weeks, so might not have as much time to work on this
the agent will soon be able to walk a graph of the project for context, all thanks to @hlx_db

My friend just told me right (what my friends made) is better than left (what I made) can someone offer their advice on how to improve my design skills? you can test both out at: marginit [dot] app (right) marginit [dot] inkr [dot] pro (left)
![fioraapp's tweet image. My friend just told me right (what my friends made) is better than left (what I made)
can someone offer their advice on how to improve my design skills?
you can test both out at:
marginit [dot] app (right)
marginit [dot] inkr [dot] pro (left)](https://pbs.twimg.com/media/GwKbEd6XQAALZVw.jpg)
![fioraapp's tweet image. My friend just told me right (what my friends made) is better than left (what I made)
can someone offer their advice on how to improve my design skills?
you can test both out at:
marginit [dot] app (right)
marginit [dot] inkr [dot] pro (left)](https://pbs.twimg.com/media/GwKaqurXYAAEBBm.jpg)
Here's a short demo—played with the system prompt a lot today and made a system for logging how the script is doing. Going to experiment with some cursor-esque fast-apply models for fixing errors in the scripts quickly Also need to try Kimi K2 for faster generation
context engineering is always key with llms this literally would not be possible without rag (with @hlx_db) — the AI would be producing numerous errors. going to try kimi for faster results shoutout @puttasync and @rohanganapa for the advice