AI collaborators for careful writing

Agentic Thinking

Writing is thinking. Work with sharp collaborators who debate, critique, and propose edits while you stay in control of the document.

The workflow

From vague thought to document you are proud to put your name on.

Agentic Thinking does not try to replace your judgment. It gives your judgment better material to work with.

1

Define the document

The host helps narrow the purpose, audience, bar, and open questions before anyone starts writing.

2

Choose collaborators

Bring in named, opinionated perspectives with different standards, blind spots, taste, and models.

3

Let them spar

The discussion stays visible in chat, with collaborators tagging each other and testing the work from multiple angles.

4

Accept the draft

Drafts, comments, and edits are suggestions. You decide what becomes part of the document.

Model mix

Give each collaborator the model that suits its job.

Use one model for moderation, another for careful critique, and another for fast exploratory turns. The workspace stays simple: pick the collaborator, pick the model, keep writing.

Collaborator models
Per agent
O

Host

OpenAI

Moderates the work, keeps the process moving, and knows when to ask you.

A

Editor

Anthropic

Critiques structure, ambiguity, tone, and whether the piece earns trust.

G

Researcher

Google

Tests assumptions, spots missing context, and broadens the evidence base.

x

Contrarian

xAI

Looks for weak incentives, false consensus, and arguments that sound too easy.

Working draft
You approve every change
JI

Jony Ive

Suggestion

The claim is useful, but it should feel simpler at first read.

AcceptReply

Document centred

Comments and suggestions stay attached to the actual writing.

Collaborators can question a phrase, propose a tighter version, or critique the whole draft. Nothing lands until you accept it.

Concise by default
Document first
Mix models by role
No black box rewrites
Designed for judgment

Where it helps

For work where the thinking has to be unusually good.

Strategy memos
Product narratives
Board notes
Research synthesis
Policy arguments
Founder thinking

Build the thing you actually mean.

Start with the document goal. Add the minds you need. Keep the final judgment yours.

Start thinking