Get to AI-native product ownership as a human "above" the loop.
Executive-level mentorship for founders, leaders, and the protégés they're developing. Paired with real problems worked through in public.
AI makes building easy. Good judgement decides what succeeds.
Good news first: there has never been a better time to do either. AI has genuinely democratized the making — the part that used to take a team and a budget is now within one builder's reach. I won't hedge on that.
But the tools are the part everyone has now. What decides whether your build succeeds is judgement, in two registers — and judgement transfers. That is the promise of this work: not a guarantee, a discipline that gives you an honestly better chance.
Should I build it?
The gate at origination. Nothing gets built without a human-authored why.
enforced at the front — where work begins
Will it scale?
The gates across the day-to-day. Someone answers for what ships.
enforced at the back — where work is accepted
Both stand on the same ground — a well-fed human imagination. Nothing arrives at either gate that wasn't first inspired in your mind and desired to become real.
With your heartbeat in the body of work AI produces.
Almost everyone talking about AI-native development right now wants to know how to build software without writing code. Too few are asking whether what we're building today will still hold up in three or five years. Even fewer are asking what it will do to us — cognitively, emotionally, economically — to offload our reasoning to machines, every working day, for a career.
Viable Coder does both. One side is mentorship — getting you, or a protégé inside your company, to real AI-native product ownership and full adoption of an agent-driven development lifecycle and playbook. The other side is an ongoing inquiry into whether that career move stays viable as conditions shift — measured across nine dimensions the field doesn't yet have shared language for.
Executive-level mentorship for founders, leaders, and the protégés they're developing. Paired with real problems worked through in public.
An ongoing inquiry into the nine dimensions of long-term viability — paired with public measurement that reports unfavorable trends with the same visibility as favorable ones.
The same kit I install with every mentee — curriculum, exercises, working agents, telemetry, and dashboards — configured to your situation, compiling a portable shop for your own repos, run on your own schedule.
Nobody arrives at this work in the abstract. The founders, leaders, teams, and solo builders who reach out show up in one of six recognizable situations — and everything here starts by naming the one you're actually in. Open yours: the full picture, the fear underneath, what you're really after, and the long-game questions it raises. Those questions are the nine dimensions, just below.
Three families — the builder, the craft, and the conditions the craft depends on. They're how we measure whether the answers we're shipping today still hold up. None of them are rhetorical — every situation above raises a few of them. Open any dimension for what's at stake and how it's tracked.
Learn more about the framework...
"I run the mentorship with full conviction. I conduct the inquiry with complete transparency. I'm equally interested in where all of this goes — because what's already changed should shake us to our core." — S. Clay Turner
New Resources, Research, Data readings, and Playbook editions — this list is the only announcement I send.