I made a SpaceX first day IPO risk simulation sandbox
Pure Static HTMl
github.com/NPgreatest/SpaceX…
I built a CLI-first pipeline that turns a @Wikipedia article into a complete video with a single command.
Open source: github.com/NPgreatest/Wiki2V…
It integrates modern AI APIs (e.g. @OpenAI or @Google) to support the entire workflow end to end.
There’s also a Google Colab notebook for running the entire pipeline end to end without any local setup (linked in the GitHub repo).
The coding workflow has officially evolved in 2025:
1.get a feature idea
2.throw it at an LLM to turn it into a “formal prompt”
3.let cursor or codex build the whole feature
4.test it once
5.if it works… I absolutely refuse to read the code — until it crashes spectacularly
We’re no longer engineers.
We’re product managers with trust issues.
I’m building a video-generation product and wondering:
What’s the most universally accepted multi-model API key these days?
OpenAI or Google
(LLM, TTS, image, video)
This fall I went through the toughest job-hunting season of my life.
7 interviews.
7 rejections.
A full “new-grad rejection combo.”
I interviewed across Databricks, Stripe, TikTok, Together AI, Scale AI, and more — and still ended up with almost nothing except a Meta return offer
👉 Full breakdown here: medium.com/@np123greatest/20…
I wrote a long, honest breakdown of each interview — what went wrong, what surprised me, and what actually matters in this market.
If you're an international student, or going through NG recruiting right now, I think this might help you feel less alone.



