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How to ThinkIn the Age of AI
Agent Design

Agent Fundamentals

Understand what cognitive agents are and how to design them.

An agent is a system that acts on your behalf

Cognitive agents are repeatable processes you design to handle recurring decisions.

You already have agents you did not design

Your habits and automatic reactions are agents that were installed without your conscious input.

Designed agents replace default agents

Every deliberate agent you create replaces an unconscious default.

Agent components: trigger, condition, and action

Every agent has a trigger that activates it, a condition that validates it, and an action it takes.

Agents reduce decision fatigue

When an agent handles a recurring decision you preserve energy for novel decisions.

Agents must be specific and testable

Vague agents do not fire reliably — specificity is required.

Internal agents versus external agents

Internal agents run in your mind while external agents are embedded in tools and systems.

The agent audit

Inventory your existing agents both designed and default to understand what is running.

Agent reliability matters more than agent sophistication

A simple agent that fires consistently beats a complex agent that fires intermittently.

Agent scope should be narrow

Each agent should handle one specific situation — multi-purpose agents are fragile.

Document your agents

Written agent descriptions can be reviewed refined and shared.

Test agents before deploying

Run through scenarios mentally or in low-stakes situations before relying on a new agent.

Agent failure is learning data

When an agent fails to fire or produces bad results you learn how to improve it.

Agents operate on schemas

Every agent embeds assumptions about the world — the schema it uses must be accurate.

Social agents

Agents for how to respond in social situations like receiving criticism or giving feedback.

Decision agents

Agents for recurring decision types like buy-versus-build or accept-versus-decline.

Communication agents

Agents for how to structure emails presentations and difficult conversations.

Health agents

Agents for sleep exercise nutrition and stress management decisions.

Financial agents

Agents for spending saving and investment decisions.

Agent thinking is systems thinking applied to yourself

Designing agents for your own cognition is applying systems design to the most important system you manage.