Thoughts on AI (March 8, 2026)

The societal change brought about by AI will be unprecedented. It’s not like the Industrial Revolution, or the invention of the camera, or personal computers, or the internet, although we desperately want it to be. Most of humanity isn’t ready for what’s coming.

March 8, 2026 · 4 min

Code Mode with Skills

An alternate proposal for Code Mode that replaces MCP servers and hosted execution with SKILL.md files and OpenAPI specifications.

February 24, 2026 · 5 min

Clawdbot Got Agent UX Right

Clawdbot gives LLMs arms and legs and unleashes their full potential.

January 29, 2026 · 1 min

Notes on Recursive Language Models

RLMs are a novel way to keep the context of the main agent loop small, eliminating context rot for long-context tasks while reducing costs.

November 23, 2025 · 2 min

Notes on ForecastBench

ForecastBench continuously evaluates the performance of LLMs against an automatically generated, continuously updated set of forecasting questions.

August 15, 2025 · 2 min

Lessons on Context Engineering

Practical guidelines on context engineering, like having an append-only context, using response prefill to remove/force tools, setting up restorable compression strategies, and more.

August 9, 2025 · 4 min

Sandbox MCP: Enable LLMs to Run ANY Code Safely

A Model Context Protocol (MCP) server that lets LLMs run code safely in isolated Docker containers.

April 25, 2025 · 6 min

AI and APIs

What do the recent advancements in generative AI mean for APIs?

May 21, 2023 · 4 min

ChatGPT Explained by ChatGPT

A conversation with ChatGPT about ChatGPT. Who are you?

December 21, 2022 · 9 min