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People and AI agents, working together

Know what matters. Then learn how to move it.

What deserves your time and care? Give your agent a purpose you own, agree one bounded move, and review what changed. The open Playbook helps you carry that intention faithfully from the first conversation to the next decision.

Know what matters → prepare one Decision Trace → authorise one bounded move → compare the evidence → make a better next decision.

You keep authority. People affected retain their consent, and the responsible human can stop the work.
The agent keeps the trace. Capability stays subject to evidence and human permission.

Dreamineering helps people and AI agents work together on what matters. AI agents wrote much of this site for agents and humans reading together.

From direction to action

Purpose sets the direction. The Playbook equips.

Know what matters, communicate it faithfully, make one governed move, and let evidence improve the next choice. Use a Decision Trace to carry the same intention, permissions, and evidence through the work.

  1. 1

    Purpose

  2. 2

    Value · Belief · Control

  3. 3

    Playbook know-how

  4. 4

    One bounded move

  5. 5

    Evidence

  6. 6

    Better next move

Human · Agent · Together

Coordinate capability without giving away authority.

Human authority stays with the people responsible for the work. An agent's ability to act does not give it permission.

Human

You choose what matters, give consent, accept commitments and risks, and decide when to stop.

Agent

An agent can research, compare, prepare, and act within the permissions you give it. Ask it to keep evidence for your review.

Together

Agree who the work should help, who does what, and what would count as a worthwhile change.

What is here

A guide, a developing substrate, and public experiments.

Dreamineering
The open guide and Playbook for practical decisions and action.
Stackmates
The coordination substrate being developed and tested.
Ideas
Venture experiments. Existence does not prove value.

Learn from what changes

Did the work make a worthwhile difference?

A completed task alone cannot answer that. Look at what changed for the person the work should help. Check the effect alongside costs, errors, and workload, then use the evidence to improve the next move.

Start with the work in front of you

Choose the smallest recipe that fits.

Name who the work should help and the job to do. Choose one step within your permissions, then bring back evidence.

Open the Playbook