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mordechaipotash/README.md

Mordechai Potash

142 repos. 353K messages. 32K videos. One thesis.

"The bottleneck is the amplifier."

I compress complexity into choices you can make.


5 PATHS

1. RUN SOMETHING NOW

npx brain-canvas     → Give any LLM a display
paste → unpack       → Activate a seed in any LLM
npx genui            → Gemini generates UI live

2. QUERY MY BRAIN

intellectual-dna 353K messages · 30+ MCP tools · 256ms semantic search

3. SEE THE DATA ENGINEERING

youtube-transcription-pipeline 32K videos · 41.8M words · Local Whisper · $0 API

4. SEE PRODUCTION SYSTEMS

enterprise-tax-credit-platform PostGIS · AI extraction · 86-column federal compliance

audio_wotc_unemployment_verification $200K+ generated · Built in 1 week · Multi-tenant

5. UNDERSTAND THE THESIS

bottleneck-principle ∞ → compression → 5 choices → human decides → AI executes


The Depth

142 repos (17 public · 12 working · 113 archived)
62 WOTC iterations → 4 production systems
3 years of AI → queryable in 256ms

The public repos are the compression.


Beit Shemesh, Israel · Open to async work

Pinned Loading

  1. intellectual-dna intellectual-dna Public

    Personal knowledge system: MCP brain server, LanceDB vectors, 70+ pipelines for querying AI conversation history

    Python 15 2

  2. brain-canvas brain-canvas Public

    Give any LLM its own display. Send JSON, get beautiful interactive UI.

    JavaScript 10 3

  3. youtube-transcription-pipeline youtube-transcription-pipeline Public

    YouTube knowledge pipeline: 32K+ videos, 41.8M words, local ML transcription. Python + yt-dlp + Parakeet-MLX + Supabase pgvector. $0 API costs. Production.

    Python 4 2

  4. bottleneck-principle bottleneck-principle Public

    A framework for human sovereignty in the age of AI. The bottleneck isn't AI capability anymore. It's human reception.

    1

  5. enterprise-tax-credit-platform enterprise-tax-credit-platform Public archive

    Enterprise platform for automated tax credit processing with AI-powered PDF extraction, Gmail API integration, PostGIS geographic eligibility, and multi-tenant client management

    1

  6. unpack unpack Public

    Portable thinking for any LLM. 353K conversations → 8 principles → portable seeds

    2