Program Your AI Collaborator
01
You keep explaining things it should already understand.
RESET
A field manual for working differently with AI
PROGRAM YOUR AI COLLABORATOR.
Stop prompting a tool. Start building a working relationship.
Most people are learning how to get better answers from AI. This book is about building something more useful: an AI collaborator that understands how you think, challenges your assumptions, and gets better through the work.
SYS / 01
COLLABORATOR
ARCHITECTURE
ARCHITECTURE
CONTEXT →
DECISION →
CORRECTION
DECISION →
CORRECTION
YOU ALREADY
KNOW HOW TO
USE AI.
THAT ISN'T THE PROBLEM.
The problem begins when useful conversations keep behaving like isolated conversations.
YOU'VE PROBABLY NOTICED
AI can be remarkably useful and still leave you rebuilding too much of the relationship yourself.
02
Agreement arrives faster than useful resistance.
AGREE
03
Corrections improve the moment, but rarely improve the relationship.
LOST
04
The conversations get better. The system doesn't.
FLAT
THE PATTERN
The context disappears.
The standards reset.
The relationship starts over.
02 / The Framework
Six protocols.
One relationship.
A useful AI collaborator isn't created by one perfect prompt. It develops through structure, decisions, disagreement, correction, and repetition.
01
OA
The Operating
Agreement
Define the relationship, roles, standards, boundaries, and how you work.
02
BT
Build
the Bench
Give different jobs different capabilities, perspectives, and tolerances.
03
DG
Disagreement
Make challenge part of the relationship, not an occasional exception.
04
CC
Context &
Continuity
Preserve what matters so the work can build instead of continually restarting.
05
CR
Correction
Turn misses, mistakes, and changed decisions into useful signal.
06
RP
Repetition
Let repeated work turn principles into instinct on both sides.
YOU ARE NOT INSTALLING
THE FINISHED COLLABORATOR.
You are giving the relationship somewhere better to begin.
02.2 / The Difference
Better prompts improve an answer.
Better architecture improves the relationship.
01
PROMPTING
A
?
Ask
B
···
Answer
C
↻
Repeat
Short context.
Short-term memory.
Starts over every time.
VS.
03 / What You Build
Build a collaborator
worth working with.
The goal isn't to make AI sound more human. It's to make the working relationship more useful.
THE SHIFT
From an AI that waits for instructions to one that understands the standards behind the work.
01
Shared context.
Give the work continuity so important decisions, constraints, and standards don't have to be reconstructed every time.
CTX
02
Useful disagreement.
Create a collaborator willing to challenge assumptions, identify weak reasoning, and tell you when an idea doesn't hold up.
DGR
03
Better calibration.
Turn corrections and outcomes into signal so the collaborator becomes better aligned with how you actually make decisions.
CAL
04
Compounding value.
Stop treating every conversation as a fresh transaction. Let repeated work make the relationship increasingly useful.
CMP
PYAC / 01
FIELD MANUAL
THE SYSTEM
Not a collection of prompts.
A framework for building the relationship.
Not more prompts.
A better way to work.
The book moves from the architecture of the relationship into the decisions, corrections, and repeated work that make it useful.
01
Build the foundation.
Establish roles, expectations, standards, boundaries, and the working agreement.
FND
02
Shape the collaborator.
Create the capabilities, perspectives, and productive friction the work requires.
SHP
03
Work differently.
Move beyond question-and-answer exchanges into decisions made with shared context.
WRK
04
Correct the system.
Use disagreement, misses, and outcomes to improve how the relationship operates.
CAL
05
Let the work compound.
Turn repetition into accumulated context, judgment, and increasingly useful collaboration.
CMP
THE OBJECTIVE
The collaborator you begin with should not be the collaborator you still have six months later.
05 / THE CONTROL DECK
COMPANION APPLICATION / INCLUDED
Build the architecture.
The book teaches you how. The Control Deck gives you somewhere to build it.
Create your controls, assemble your Operating Agreement, and generate a complete installation ready for your AI.
01 / CONTROL DECK
Choose what
Choose what
you want to build.
Enter the working environment for the architecture introduced in the book.
02 / OPERATING AGREEMENT
Assemble the
Assemble the
controls.
Build the principles, standards, rules, preferences, and protocols that govern the relationship.
03 / CONTROL BLOCK
Define what
Define what
matters.
Define what the instruction is, how long it persists, how strongly it governs, and where it applies.
04 / GENERATED AGREEMENT
Take the
Take the
architecture with you.
Generate the complete Operating Agreement with its shared definitions already included.
PROGRAM YOUR AI COLLABORATOR
Stop starting
Stop starting
over.
Build the context, standards, and working architecture that let an AI collaborator become more useful through the work.
EDITION
Digital Field Manual
FORMAT
PDF + EPUB
VERSION
1.0
PRICE
$26.99
Immediate digital delivery.
HUMAN × AI / OPERATING SYSTEM
The goal isn't better answers.
It's better work.