An Agency Machine

New tools for building agents

Collaborator

A place to create with agents.

Agents Done Right: A Framework Vision for 2026

Agents choke on context, loop on failures, and dump walls of code for review. It's time to rethink the architecture.

Agents First

Every product is getting a second customer — the human who pays, and the agent who decides. A design framework for building products that AI agents can use as primary consumers.

Agency in the Age of AI

A new special issue and the Robot Boogie

Our Approach to Artificial Intelligence

We are experimenting with using AI tools to extend our work as a small nonprofit, so that we can focus our time on reinforcing human connections, conversations, and communities that have eroded.

Mental models for working with coding agents

Model intelligence sets the ceiling. Your workflow with the agent harness sets what you actually ship.

LukeW | Agent Management Interface Patterns

As an increasing number of AI applications evolve to agents doing work for people, agent management becomes a critical part of these product's design. How can p...

Building an Advanced Agentic Harness | Data For Science

From a single pilot to an air campaign: planning, parallelism, memory, verification, and observability for production-shaped agents.

AGENTS.md

AGENTS.md is a simple, open format for guiding coding agents. Think of it as a README for agents.

The Agentic Systems Series - The Agentic Systems Series

Welcome to the complete guide for building AI coding assistants that actually work in production. This comprehensive three-book series takes you from fundamental concepts to implementing enterprise-ready collaborative systems.

evalstate/fast-agent

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support