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Essays, investigations, and quick notes on building AI-powered learning systems. Newest first.

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Post Jun 9, 2025 3 min read

What Just Happened at the first 8090 Hackathon?

My takeaways from the first 8090 hackathon.

hackathonllm
Post Jun 7, 2025 1 min read

The Secret Master Plan (Education Edition)

A concise master plan for fixing education and work, inspired by Tesla's approach.

educationfuturemasterplan
Post Feb 25, 2025 8 min read

How NOT to Build an MVP App

Common overengineering mistakes that kill startups before they even launch

startupmvpproductengineering
Post Feb 21, 2025 6 min read

Ditching Django Admin for FastHTML with HTMX

Building a Django Admin-like dashboard with automatic refresh using FastHTML and HTMX

pythonfasthtmlhtmxdashboard
Post Feb 21, 2025 6 min read

Building a Multilingual Blog with FastHTML

Create a simple multilingual blog in Python with native Markdown support and code highlighting using FastHTML

pythonfasthtmlwebtutorial
Post Jan 17, 2025 1 min read

Can you iterate with 1 user?

Analysis of common failure patterns in language models (GPT, Mistral) on French Baccalaureate exams, with concrete examples and insights for LLM practitioners.

llmbaccalaureategptmistral
Post Jan 17, 2025 6 min read

Why LLMs Fail the French Baccalaureate – A Deep Dive into Model Errors

Analysis of common failure patterns in language models (GPT, Mistral) on French Baccalaureate exams, with concrete examples and insights for LLM practitioners.

llmbaccalaureategptmistral