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2026

Why an LLM in toki pona?

Translated from the French original with AI assistance, then reviewed by the author. Could a language of 140 words help us better understand what happens inside an LLM? In every discipline that deals with complex systems, a simple model has driven enormous advances: E. coli and the fruit fly in biology, the harmonic oscillator in physics.

A Claude Code skill that ships, tested across four games

How do you build a skill that actually ships? How do you build a test loop that closes? What does an agent decide on your behalf when the spec stays silent? Adapting board games on Board Game Arena gave me a case study — bounded scope, constrained framework, instant validation. One example: April 10, 2026, with the help of this skill, I let Claude start from a game’s rules (Quantum Tic-Tac-Toe) and reach a complete game in under three hours, without writing a single line of code by hand. Four games later, here’s what I took away.