Agency is All you need

A book, published as a serial

Agency is all you need

The scripts that used to carry people through working life — a path laid out in advance, a career that compounded, a credential that held — are coming apart faster than anything replaces them. This book is about what remains: the capacity to read your situation, choose a direction and act on it. Sixteen essays, published one at a time.

  • 16 essays
  • Saturday mornings
  • ~10 min each
  • Free to read

3 of 16 published · latest: 1 August 2026

What the book argues

Not a self-help book about trying harder

Agency here is not hustle, and not positive thinking. It is the socially produced capacity to direct your own course — produced, because it depends on what you can do, what you are permitted and resourced to do, and whether you will act at all. It is unevenly distributed, and AI is redistributing it again: not by itself, but through the institutions that deploy it.

That has a consequence the book takes seriously: agency is never a reason to blame someone for their situation. Where the room to act is missing, more will does not create it.

The model

Five conditions, three of which do the work

Every essay in the book sits somewhere in this structure. Three dimensions decide whether an action happens at all; two frame what the action is for.

Capacity

Can I act?

Knowledge, skills, health, tools, time, networks.

Room

May and can I act here?

Rights, resources, authority, access, norms, safety.

Will

Will I act?

Motivation, self-efficacy, courage, persistence, ownership.

Direction

Toward what do I act?

Goals, values, sensemaking, priorities, images of the future.

Identity

Who acts, and for what?

Self-concept, roles, belonging, authorship, commitments.

The dimensions gate rather than add. Agency is limited by its weakest dimension.

The full framework, with sources and a research agenda, is in the working paper Human Agency in the Age of AI (PDF).

Self-check · 15 statements · 3 minutes

Where is your bottleneck?

If agency is limited by its weakest dimension, the useful question is not how much agency you have but which dimension is currently constraining you. Answer honestly about your situation as it is now, not as you would like it to be. Nothing is sent anywhere — this runs in your browser.

“What is being automated away is not employment. It is predictability.”
Chapter 02 — The World That Stopped Being Linear

Where to start

Three ways in

New to the book

Why the book is published one essay at a time, and what the finished thing is meant to be.

00 — Writing a Book in Public →

If you read only one

Why the linear life script was a temporary construction, and what AI removes from it.

02 — The World That Stopped Being Linear →

If you lead people

How organisations hand out and withdraw room to act — and what a unit navigating together needs.

07 — Political and Institutional Room →

Two people run through the book

Sonja and Abdellatif

They are constructed personas, not case studies — built as complements across the model, so that the same forces can be seen from two positions. Chapter 15 sets out how they were made and what their scenes may and may not be used to prove.

Sonja

Mid-career, insurance, Cologne

In 2015 her employer handed her a glossy booklet with a diagram of where she would be in ten years. The booklet is still in a drawer. The department it pointed to is being restructured. Her capacity is not in question; her direction was outsourced.

Abdellatif

Munich, qualified elsewhere

His qualifications exist. Whether they count here is decided by a recognition procedure, a set of letters and an administrator’s habit. His constraint was never will. It is room — and room is the dimension that argument alone does not move.

An excerpt

How it reads

Sonja is looking for her tax folder when the brochure surfaces: Your Path With Us, the onboarding booklet from 2015, glossy, slightly curled at one corner.

Everyone in Sonja’s world carries some version of that diagram, usually without knowing where they got it. Call it the linear life script.

The serial

All sixteen essays

Published in reading order, usually on Saturday mornings. Titles of unpublished essays are from the current draft and may still change.

Opening

why this is a serial, and the model
  1. 00
    Agency Is All You Need: Writing a Book in Public

    Why the book ships one essay at a time instead of arriving finished: every chapter is published, argued with by readers, and revised before the manuscript closes in Q1 2027.

    28 Jul 2026
  2. 01
    The Five Dimensions of Human Agency: An Introduction for the Rest of Us

    The model itself: agency as the ability to influence what happens next, why it is not the same as freedom, skill, motivation or power, and how the five dimensions gate one another.

    19 Jul 2026
  3. 02
    The World That Stopped Being Linear

    The linear life script was not the natural shape of working life but a roughly 1950–2010 construction. AI removes its remaining planks.

    1 Aug 2026

Capacity

Can I act?
  1. 03
    Learning as Navigation

    Self-directed learning as the master capability, and why abandoned online courses are evidence of missing scaffolding rather than laziness.

    Coming
  2. 04
    Working with Intelligent Machines

    What stays scarce when machine intelligence becomes abundant — judgment, taste, framing, orchestration, responsibility — and where delegation turns into abdication.

    Coming
  3. 05
    Reading the World

    Sensing instead of prediction: where weak signals actually live, and how to build a personal evidence hierarchy that survives contact with the internet.

    Coming

Room

May and can I act here?
  1. 06
    Economic Room to Act

    Money as room rather than score, runway as the unit of freedom, and fixed costs as pre-decisions that sell future agency in advance.

    Coming
  2. 07
    Political and Institutional Room

    The walls money cannot move — laws, status, credentials, gatekeepers — and institutional navigation as a learnable discipline.

    Coming
  3. 08
    The Ties That Carry

    Relationships as a hard resource, not a soft layer: a family that will house you is runway, a network that informs you is radar — and both ask something back.

    Coming

Will

Will I act?
  1. 09
    The Will to Act

    Why someone with skills, runway and real options still does not move — loss aversion, and an identity fused to a conferred role.

    Coming
  2. 10
    Deciding Under Uncertainty

    Improving the decision structure rather than the forecast: reversibility, honestly priced optionality, small real tests, dated tripwires.

    Coming

Navigating

with others, and over time
  1. 11
    Navigating Together

    The unit that actually navigates is often a couple, a family or a small team — which adds two failure modes individuals never face: misalignment and suppressed bad news.

    Coming
  2. 12
    Your Navigation System

    Six instruments, on the premise that willpower and memory cannot carry continuous work — and a warning for when the system starts measuring itself.

    Coming

Closing

trajectories, stance, method
  1. 13
    Three Ways a Life Can Go

    Drift, Dependence and Designed Adventure as rehearsals rather than predictions — and why no real life sits in only one of them.

    Coming
  2. 14
    Coda — The Adventure Stance

    Both people a year on, with nothing resolved, and the book’s final trade: orientation instead of certainty.

    Coming
  3. 15
    A Note on Method and the Personas

    The evidence hierarchy behind the book, the deliberate restriction to load-bearing citations, and how Sonja and Abdellatif were constructed.

    Coming

Follow the serial

One essay, Saturday mornings

Each new essay goes out by email the morning it is published, with a short note on what changed in the argument since the last one. No other mailings.

Subscribe

How this is being written

Draft v0.1, in the open

The full manuscript exists as a first draft — sixteen pieces, around 49,000 words. It is being published one essay at a time rather than held back, because the useful version is the one that has survived contact with readers.

Several claims are still marked in the draft as needing better evidence, and some are being revised as the research pass catches up with them. Where an essay changes materially after publication, the change is noted at the top.

Reactions — by email, in the comments, or at the Tautai Salon in Munich — feed into v0.2.

Where this sits

Three books, three levels

The Tautai Principle

Organisations: how they stay viable when the environment stops holding still.

The book →

Education is Broken

The system: what happens to learning, credentials and work when machines get cheap.

The book →

Agency is all you need

The individual: what it takes to direct your own course inside all of that.

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