Infinite Playground

Probabilistic Compiler

Fifty years of software discipline, at a thousand times the clock rate.

May 14 • Tyler O'Briant

The Next Great AI Product Will Not Be an Agent Factory

Factories optimize known workflows. Probes discover the ones companies never wrote down

May 13 • Tyler O'Briant

Tokenbin: An Artifact Overflow Layer for LLM-heavy Work

Saving the human-oriented interfaces that LLMs are flooding

May 8 • Tyler O'Briant

Tokid and the Encodings We Forgot to Measure

Token-native identifiers, and the encodings worth measuring next

May 8 • Tyler O'Briant

He Who Owns the GPUs

On the SpaceX/Anthropic deal, orbital GPUs, and the regime change everyone is misreading as capitulation

May 7 • Tyler O'Briant

Language was always going to compile

Where the language model goes when it's done being text

May 7 • Tyler O'Briant

The Price of Looking

The frontier has always inspired its own kind of insanity

May 5 • Tyler O'Briant

Long Horizon Coherence

The recursion at the heart of the agentic era

May 1 • Tyler O'Briant

April 2026

BEAM Is a Suspiciously Good Fit for Agents

The actor model from 1986 is the agent model from 2026

Apr 29 • Tyler O'Briant

Implementing patio11's "Dangerous Professional" as a Claude Code plugin

An agentic workflow for drafting calm, specific emails to institutions that owe you something

Apr 28 • Tyler O'Briant

January 2025

September 2024