viablecoder · the kit
Edition 1 · in development · ships Q4 2026

The Viable Coder Playbook.

You can build it yourself now. This kit makes you the person who can answer for it — and keeps checking that you still are.

Notify me when it ships The four prices Pre-orders are not open. No charge today.
Pricefrom $95, one-timefour prices, set by who holds the licence
Timeabout forty hoursover two to three months, on real builds
Where it runsyour machineyour telemetry stays there; nothing ships back to me
Same kitevery mentorshipthe difference is access to me, not the doctrine
What it is

A shop you build and own, run by the judgement you keep.

An example software stack you install and configure as your own AI-native shop: lessons, exercises, working agents, telemetry, and dashboards. As you move through it you build your own dev shop — the coding agents, skills, and house rules to remain a viable, AI-first builder — with an instrument inside that reads how you are actually working and tells you the truth about it.

01 · Unit 1

Install

Knowing who does what

The shop arrives. You install it on day one and it starts recording how you actually work.

02 · Unit 2

Configure

Finding your situation

The settlement tunes it to who you are, what you run, and what you're building toward.

03 · Unit 3

Use

Running the day-to-day

The function runs the development lifecycle: agents through the middle, you above the loop.

04 · Unit 4

Watch

Playing the long game

The function reports to the long clock: your own dashboard, read in years.

Read the four moments as one act: standing up your build function. The shop arrives; the settlement tunes it to who you are and what you're building toward; the function runs the development lifecycle with agents through the middle and you above the loop; and it reports to the long game.

2026 · WHAT I KEEP HEARING

I can build it myself now, better. Builders say it in almost the same words every time, and they are right about the first half. That is the change, and it moved the hard part onto you: what should exist, whether you read what shipped, whether the speed is making you sharper or duller. AI makes building easier. It does not make you viable. The judgement this kit develops comes in two registers: the founder judgement that decides what deserves to be built, and the engineering judgement that decides whether it will hold up.

The price

One kit. Four prices, set by who holds the licence.

Every price includes the same kit. No door is a lesser kit. Choose by who holds the licence and how many builders it covers.

Same kit at every door — curriculum, agents, telemetry, dashboards, portable shop

Company
$3,900
once · invoiced · five seats
Who it's for
A company putting up to five of its builders on the kit — each running their own, under a licence the company holds and can reassign when someone leaves.
What you get
Five seats of the kit, plus one working session with me to get the install and your configurations off the ground. Five individual seats would run $4,975.
How it's verified
Your invoice. More than five builders, write to me.
Individual
$995
once · personal licence
Who it's for
A builder buying for themselves — a founder, a tenured engineer, a technical leader, or someone becoming one. Your company can pay for it; the licence is still yours, and it goes with you when you leave.
What you get
The kit — one seat, a personal licence.
How it's verified
Nothing to verify.
Startup
$495
once · personal licence
Who it's for
A startup under two years old, with fewer than ten people and under $2M raised.
What you get
The kit — one seat, a personal licence.
How it's verified
You attest to the three criteria at purchase. I take you at your word, the way every vendor's startup program does.
Student
$95
once · personal licence
Who it's for
A current student. Recent grads, write to me.
What you get
The kit — one seat, a personal licence.
How it's verified
GitHub Education, since the kit ships as a GitHub release. This price is the mission, not a discount — handing the career on.

Every price is one-time and includes every revision for the lifetime of kit version 1. A major version, if there ever is one, is a separate purchase through the same door you came in by — students re-verify. A company's seats can be reassigned; a personal licence cannot. Prices are in US dollars, stated September 2026.

Edition 1 · Q4 2026

Pre-orders open closer to release.

Leave an email for the pre-order announcement and the Edition 1 release. No drip campaign: I'll email once when Edition 1 is ready, and once when pre-orders open.

No charge today.

What you own and carry with you

The kit runs on your machine. Your telemetry stays there — nothing ships back to me. No subscription, no remote kill, no lock-out. The defaults are honest, and turning honesty off is itself a logged event you answer for. And what you configure, you carry: the kit compiles your agents, your skills, and your house rules into a portable shop for the repos you work in outside it — generated from your own settlement, not bought off a shelf.

Before you begin

What you'll need to run it.

A machine you control, a coding harness subscription, and a willingness to use a terminal. If that is new, the install document guides the first commands. Requirements and estimates as of September 2026.

Time

Plan on about forty hours across two to three months, working through real builds. Budget extra time for setup if the terminal is new to you.

Running cost

Your harness subscription plus model calls on your own provider key, with a spending cap you set. These costs are separate from the kit purchase.

Your data

Your telemetry stays on your machine. The kit masks its own model calls and checks commits for secrets and records. Your coding harness account and what you show its models remain your responsibility.

Setup, accounts, costs, and data boundaries in detail
HAVE
A machine you control — macOS, Linux, or Windows, natively — a terminal you can open, and two free tools the kit's doctor names for you: a runtime for the kit's own code and version control. The kit's store runs on your machine, in a container the install starts or a database you already run. Nothing leaves it.
KNOW
How to open a terminal in a folder and run a command. If that is new to you, the install document tells you exactly what to type and what you should see; budget an afternoon for the first hour, not an hour.
BUY
A coding harness subscription — you almost certainly have one — and, when Unit 1 asks for it, a model provider key in your own name with a spending cap you set in the provider's console. The key is a lesson, not a hurdle: it is where you meet the price of a model your subscription hides.
LATER
A hosted version-control account and one repository of your own by Unit 3, where the board and the dispatch lane live. A deployment target only when a ticket you walk ships to one.
COST
The kit is bought once, at one of four prices set by who holds the licence — $95 for a student up to $3,900 for a company's five seats. Running it is your harness subscription plus the model key, paid by the call and bounded by the cap you set. Order of magnitude, dated September 2026: single-digit dollars a month for the kit's own model use through the first two units; real work routed through keys in Unit 3 is what the cap is for.
DATA
If your work touches other people's records — customers, patients, account holders — the risk of showing them to a model stays with you, and no provider's terms move it. The kit enforces the two parts of that boundary it can hold: it masks what its own calls send and it catches secrets and records at the commit line, on your machine. The third part — the account your coding harness runs under, and the terms you accepted for it — is yours to choose, and the kit says so in plain words rather than certifying anything on your behalf.
TIME
Plan on about forty hours across two to three months: one lesson a session, sixty to ninety minutes, three or four sessions a week. It cannot be binged — the configuration reads your real work before it settles anything, and the review readings need real merges before they mean anything.
Working unit outline

Four units, one stance.

Each unit pairs a position with a practice, working agents, and exercises that produce real artifacts — a PRD, a pull request, a roadmap. As you build, the app reads how you work. You learn to ship and learn about yourself at the same time. Open a unit's lesson list for the working outline; lessons and ordering remain subject to revision.

UNIT 1 · INSTALL
Unit 1 — Install

Knowing Who Does What

You install the kit on day one — before you feel ready — and it starts recording: every prompt, every accept, every reframe. Seven lessons on who does what: two kinds of intelligence at the table, and the two jobs that never transfer to the machine.

Explore the 7 lessons

01What's at Stake

The AI does the work; you carry the risk. Why this is the best time there's ever been to build — and why missteps cost more now that building got fast and cheap.

02Rethinking Intelligence

What the machine is for, and what you're for. It decides how; you decide why — and only you can care whether the thing is actually right, not just whether it works.

03Establishing Division of Labor

Origination at the front, answerability at the back. You start the work and you answer for it; the agents take everything in between. The first question of the kit: did I choose this, or did it choose me?

04Acknowledging Human Limitation

Your condition is the binding constraint now. How to check yourself when you can't trust the mirror, and how to wire an alarm that fires on the days you'd rather ignore it.

05Instrumenting the Human You

The kit starts reading how you actually work — because the honest instrument is the one you could never keep on yourself.

06Maintaining the System

The maintenance the new speed doesn't excuse you from — keeping the shop, the agents, and yourself in working order.

07Beginning the Practice

The first working session with the installed kit, and the habits that make everything after this unit land.

UNIT 2 · CONFIGURE
Unit 2 — Configure

Finding Your Situation

Unit 1 installed my operating beliefs as the lens. Unit 2 surfaces yours — which beliefs you chose, and which the vendors installed for you. The configured kit is the settlement: mapped to your situation, your stack, and the ambition that brought you here — and compiled into a shop you carry into every repo you own.

Explore the 8 lessons

01Find Your Situation

Growing a team, renting what you could own, depending on an outside shop, inheriting a mess you're scared to touch, shipping what you can't explain, or pushing a demo to a real product. Each drops a different job and makes a different trade.

02What You're Building With

The environment you already run — your stack, your tenure — surfaced as evidence about who you actually are, not how you'd grade yourself. And one permission worth granting: let the kit read what your own site already claims you're building toward.

03The Check

A short, honest read that confirms your situation against what you've actually built, shipped, and inherited. A route, not a label.

04What These Tools Actually Are

The tool market, de-programmed: stable functional categories instead of vendor names — and which of your tool beliefs you chose, versus which were installed for you.

05Build It, or Borrow It

For every skill in front of you, one call: own it for real because you'll live with it, or borrow just enough to direct it and stay in charge. The trap on each side, and the good news.

06The Floor

The universals every configuration stands on, whatever your situation — the conditions no configuration gets to skip.

07Your Kit Isn't a Cage

Every escape is a trade — no move sheds risk, it relocates it. Borrow across situations on purpose, and choose the dependency worth holding instead of waking up inside one.

08Where to Start Today

The configured kit is the settlement — your beliefs, tested against your behavior and the installed doctrine; your aim, written in your words with your own public evidence laid beside it. The settlement compiles into a shop you take with you. And what to do Monday morning.

UNIT 3 · USE
Unit 3 — Use · The centerpiece

Running the Day-to-Day

The configured kit, run against real work. The Agent Development Life Cycle — the software lifecycle you may never have been taught the name of, re-staffed by a crew of agents, with you on the two gates that never transfer.

Explore the 8 lessons

01What the Day-to-Day Becomes

The path every app on your phone was built on, and why each step existed. The path stays — the team in the middle becomes a crew of agents, producing everything a full human team once did.

02Your Shop

One place the work lives. A set of specialized agents, each with one narrow job. The house rules that make them build it your way. The adapter that lets them see everything the company already knows. And the same shop, compiled to travel — it goes with you into repos the kit never sees.

03One Job, Start to Finish

Follow a single piece of work across the board, left to right. The agent fills the column; you own the gate between the columns. That rhythm is the whole job.

04What You Can't Hand Off

Where you start, and where you answer — and the in-flight move (steering) that keeps both gates real when the middle runs at machine pace. Because agents absorb the time the middle used to cost, real tests, granular security, and solid infrastructure become the floor — not a late-stage luxury. And the one place that claim breaks.

05What You Can't Leave to Default Settings

The agent will reach for the frontier model on every task unless you configured otherwise — and your token bill, your rate-limit exposure, and your provider dependency will climb without you ever signing for them. The classify-and-route discipline that meets that default, with open-source and self-hosted models as a first-class option.

06Teaching the AI Your Way

The same rulebook can make you sharper or hollow you out. Set your agents to explain where the skill is yours to own; set them to just produce where you'll only ever direct. The knife-edge under every teaching agent — and the same setting that decides whether you can see into the middle while the work is running.

07The Board Is Watching You, Too

Because the whole build runs through one place, it quietly records how you worked — what you reframed, what you actually read before approving, what you chose versus rubber-stamped. The honest instrument you could never keep on yourself.

08Where to Start Today

Which gate to stand on first, and how the rest of the kit backs you up while the rhythm becomes yours.

UNIT 4 · WATCH
Unit 4 — Watch

Playing the Long Game

Becoming viable is this build. Remaining viable is every build after. Everything the kit has recorded since Unit 1 becomes a dashboard you read in years — and it arrives seeded with my own readings, part of what the price buys, until your own data takes over.

Explore the 8 lessons

01A Different Clock

Every reading on the short clock flatters you — a shipped feature, a happy client. The second clock ticks in years, and it's the one almost nobody is watching.

02Questions You Can't Lie To

Trends, not snapshots — read against your own baseline. The most honest readings come straight from your work: your transcripts — and, once connected, your invoices and your last ten bios — not your gut on a given afternoon. Every asked question arms with granular consent.

03The Nine Questions, in Three Families

Three families — the builder, the craft, the ground. Nine things actually under threat over a career, each one planted earlier in the kit and coming due here. A working translation of the framework from Remaining Viable.

04Strategies for the Nine

What to actually do when a dimension reads unfavorable — strategies, not affirmations, for each of the nine.

05Your Own Dashboard, Read Over Years

The quarterly reading protocol: how to sit down with your own instrument, read trends against your own baseline, and resist the urge to grade yourself kindly.

06What the Readings Ask of You

A bad reading isn't a verdict; it's the next thing worth originating. The loop back to the first gate.

07A Study You Can Join

The cohort opt-in: extend the same readings across builders running the same kit, with granular consent. Never required — the kit works identically if you decline.

08Where to Start Today, and How the Loop Closes

Remaining viable feeds straight back into becoming viable — and the whole loop starts over, one build smarter than last time.

Lessons and ordering will shift as drafting continues. The intent — comprehensive, prescriptive, honest — will not. It is grounded in industry best practices as they evolve, in my own day-to-day building as technical co-founder of Soaring Titan and Maximum Automotive Intelligence, and in the research stream on the inquiry side.

Editions & access

One purchase. Revisions included.

One purchase includes every revision for the lifetime of kit version 1. A major version, if there is one, is a separate purchase. No subscription, no upsell.

EDITION 1 · SHIPS Q4 2026

Foundations — the working doctrine in full

EDITION 2 · Q1 2027

New case material, agent refreshes, and lesson additions as the field demands

EDITION 3+ · QUARTERLY

Conditions permitting — because the field doesn't move at annual speed

How updates work

Each edition incorporates what's been learned since the last — dated, versioned, and visible, with a changelog you can read. The configuration you build in Unit 2 survives minor revisions; breaking changes carry a migration the kit performs, not you — and the portable shop it compiles simply recompiles from your settlement, never hand-patched.

Buying once includes every quarterly edition, every vendor-evaluation refresh, every agent and lesson update that ships under the 1.x line. The intent is a living body of work you can return to as conditions shift while you are using it.

Why I teach this through a kit

An airplane kit, for AI-native software.

If you wanted to be an aerospace engineer, I'd tell you to buy an airplane kit and build it in your garage. The Playbook is that — the pieces and parts laid out before you, optional build configurations to make it yours, and the hands-on teaching to make it stick.

The Playbook is the self-directed artifact. Resources shows the doctrine applied to real, publicly-sourced problems. Mentorship applies the same kit to your problem, in the room, with me sitting next to the person doing the work. Each one is complete on its own. They reinforce each other for the leaders who want all three.

Why this is for sale

The doctrine was earned on what was, for several years, a fairly lonely hill. The kit puts that work in reach of people who aren't ready for — or don't need — a four-thousand-a-month engagement, and the student price puts it in reach of people just starting out, which is the point of handing a career on.

Students, recent grads, and people my own kids' ages who want to talk it through should reach out directly — that conversation is free, and I keep room for it. More on that on the About page.

Start where you are.

Same kit, two paths. The difference is access to me, not access to the doctrine. Students and early-career builders: the conversation is free.

One list, no drip.

New Resources, Research, Data readings, and kit editions. This list is the only announcement I send.