Green Code
29 posts


UPDATE - my income streams ranked from the past 30 days (gross revenue)
1- ugctank.com
2- content creation
3- full time swe job
4- clothing brand
crazy to see this list compared to my post from Jan 1. my bootstrapped startup has risen the ranks :)
jedcal@jedcal
my 2025 income streams ranked 1- content creation (tech & lifestyle) 2- disney (full time swe) 3- ratemydorm (bootstrapped -> exited) 4- ugctank.com (bootstrapping and launching jan 2026)
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After 5 shots, 1/3rd of sake, and 5 beers…
I feel perfectly fine this morning!
In fact, I’m about to go play basketball!
zbiotics work!

josh :)@joshycodes
Tonight I’m trying the world’s first genetically engineered probiotic. It breaks down acetaldehyde, an unwanted byproduct of alcohol, in your gut If it works, I’ll have no hangover For science, I shall drink heavily and report how I feel in the morning
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@dunik_7 Hey, I said it in the original article, but I'll say it here again. This was me.
I actually had pretty bad data leakage. That's why I accidentally got 85% (oops).
I have another video where I explain what happened and how I tried to fix this (it's on yt).
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a student took the ELO rating system from chess
ran it through 95,491 tennis matches over 43 years, and trained an XGBoost model that predicts winners with 85% accuracy
he tested it on the Australian Open 2025 completely outside the training data
99 out of 116 matches correct
called every single Sinner win through the entire tournament
the champion, before the first ball was hit
no team, no funding, a laptop and free CSVs from the internet
this is the best breakdown of a real sports prediction model I've seen
study it or feed it to your AI agent
Phosphen@phosphenq
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@phosphenq Hey! So that was me, hehe. Although everything here is still valid, I actually had pretty bad data leakage. That's why I accidentally got 85% (oops).
I have a second part to my video where I explain what happened and how I fixed it (it's on my channel).
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Apple PR team reached out to me because of this video (I didn’t even tag them)
It got 75k views on YT shorts & 83K views on Reels
Got a call with them scheduled for tomorrow 🤞
jedcal@jedcal
my new minimal set up for startup coding
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I created a Wikipedia Speedrunning AI :)
Wikipedia Speedrunning is a game where you have to go from one Wikipedia page to another by only clicking Wikipedia's internal links. It's pretty fun!
In the video below, it's going from @karpathy (Andrej Karpathy) to GOAT.
To speedrun Wikipedia with AI, I tried two approaches:
1. Try speedrunning only using word/sentence embeddings
2. I tried hooking up LLMs to do the Wikipedia speedrunning
You can see how I built it in my latest YouTube video (which is live now)! :)
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Potatoes are awesome, but tomatoes are better. #Tomatoes4LifeNoPotatoes
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Potatoes are awesome, but tomatoes are better.
#Tomatoes4LifeNoPotatoes
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