The Proof

Actually deployed. Actually making money. Not demos.

Production Platform

"I started this project on the 12 August and worked 25 hours a week and developed it on my own!!!"
— 2024-09 | Auto WOTC Project Analysis | chatgpt

WOTCFY Platform

SHIPPED$200K

29K LOC. AI form extraction. PostGIS EZ zone detection. 4-stage verification pipeline.

TypeScriptNext.jsPostGISGemini

"stop giving code for now give me a plan first for how we are going to build this step by step"
— 2024-09 | WOTC Build | chatgpt

Audio WOTC

$200K revenue. Voice-guided verification.

Digital 8850

7 languages. Touch signatures.

Dashboard with EZ eligibility badges · Applicant detail view

The Causation Chain

$5K/error+Question 13→Comprehension insight

↓

Comprehension insight→Simple > Smart→Audio WOTC→$200K

↓ proves

Bottleneck thesis

"The bottleneck wasn't the code. It was human comprehension. Applicants weren't clicking 'No' because they weren't eligible—they were clicking 'No' because they didn't understand the question."
— 2024-08 | WOTC form design | claude-desktop

Timeline

2024-06First mention of WOTC(Problem identified)

2024-08Comprehension insight crystallizes(Root cause found)

2024-08"Simple > Smart" principle emerges(Solution approach)

2024-09Audio WOTC built(1 week, solo)

2024-12$200K revenue generated(Production success)

Infrastructure

"80% of my time are super valuable hyperfocused moments that the value inside gets killed because as i enter a new hyperfocus the previous ones become dead no matter how valuable they were."
— 2025-07 | Hyperfocus Cognitive Enhancement | chatgpt

The prosthetic brain. Systems that preserve what would otherwise die.

Sparkii RAG

287K msgs256ms

Semantic search over 3 years of AI conversations.

stella-en-1.5B-v5·pgvector·FastAPI

YouTube Pipeline

32K videos$0 cost

41.8M words. Local ML transcription.

MacWhisper·Parakeet-MLX·yt-dlp

Google Apps Script Portfolio

41 scripts

SSN matching. Torah translation. WooCommerce automation.

13 categories·Claude + GPT·Production

Brain MCP

366K msgs90+ tools

The prosthetic brain server.

DuckDB·LanceDB·Python

"I don't want to do two steps, just give me a script that can straight away work."
— 2025-01 | Download YouTube Videos Mac | chatgpt

Open Source

Projects with GitHub stars. Community signal.

brain-canvas

Give any LLM a display

bottleneck-principle

The thesis documented

unpack

Portable thinking

Torah / Jewish Learning

The Paradox

Charedi + dyslexic = can't read Hebrew texts. 9 years in yeshiva/kollel (2003-2012) without being able to read independently.

"For years I was not able to learn in the original Hebrew because I'm dyslexic and I struggle to read and understand Hebrew. So over the years I've been sharpening how I use AI to help me learn as authentically as possible."
— 2025-09 | Torah-AI integration | claude-code

Technology as Bridge

Not a shortcut, extends access. "Changing any text is out of the question. Every source must be brought down untouched."

Tech for good in the Jewish space. Removing barriers to learning.

Talmudic Study App

AI Translation

Real-time streaming. Gemini 2.5 Flash. Sefaria integration.

jewtube

Audio-only YouTube for shiurim

ohr-avraham-chaim

Bilingual Hebrew/English publishing

ask-rav

Torah Q&A with voice

hilchos-shabbos

Shabbos laws Q&A

The Numbers

366K

Messages

256ms queries

32K

Videos

Transcribed

Scripts

Production

$200K

Revenue

2024

The Full Archive

144 repos total. Fast experiments, quick pivots. When it ships, it's production.

Browse all repos