Agency Apparent

Design for Agency

Practical principles for people building, shaping, or coordinating agentic systems. Interfaces, constraints, memory, tools.

What Is Design for Agency?

This is not design thinking. It is structural design—shaping the constraints, interfaces, and feedback loops that determine what a system can do and how it will fail. If you build with AI, orchestrate agents, design simulations, or shape human-machine workflows, this is for you.

Design Principles

Designing Environments That Shape Better Agents

The context determines the behavior more than the agent does.

Why Memory Changes the Shape of Agency

What an agent remembers defines what it can become.

How Tool Access Expands Action Space

Tools are not conveniences—they are structural extensions of agency.

Interfaces as Agency-Shaping Devices

The interface is not neutral. It instructs.

How to Build Agents That Stay Legible

Complexity without visibility is risk.

How to Design Constraints Without Killing Adaptability

The art of boundary-setting.

Published Design Notes

No design notes published yet.

The first design note is in development.