REV A · JASON WALDRIP · FRACTIONAL CTO / CAIO · DENVER · taking engagements →
I've built and run engineering at consumer scale, first commit to the hard part, for founders drowning in AI-generated code and teams scaling past the leadership that got them here.
Volume is free now. Anyone can generate the code. The whole game is knowing which problem is move-fast and which one is load-bearing. That's the part I'm here for.
For eight years I was the most prolific engineer at a company I helped build. I'm now convinced that was a failure, not an achievement, and it taught me where engineering value actually lives.
AI is collapsing the cost of labor and execution. If we solve material scarcity, we don't end work; we liberate human potential to create at the top of Maslow's hierarchy.
The page a renter needs is on the internet they don't have yet. Solving that, and the twenty-odd jobs that run while nobody is watching, is what the word passive is actually made of.
I spent weeks rebuilding the website for the Starlink rental company I own. Then the orders started arriving as text messages, from people who never opened it. Ten weeks later there are five front doors and only one of them is a web page.
You're one commit from dropping a column, and the cheapest architecture review of your career is turning your chair around to ask the person behind you. Four seconds, no ticket, no record anywhere in your system. Nobody is behind you now, and a fleet won't turn around either.
The test went red, you handed it back to the fleet, and on the third attempt it went green. Nobody in the room can say what was actually wrong. That patch holds until the same bug picks a worse night, and then you're at 2am with no hypothesis and a fix you can't explain. At Brandfolder I walked into a product crashing on a memory leak. Finding it was the work. The change, once I knew, was small. Generation got cheap. Diagnosis didn't. Make the diagnosis the deliverable and let the fleet write the patch.
You asked for billing on the new tier and got it back in twenty minutes. Clean diff, green tests, sound decisions. Somewhere in those four files the person who pays you became a subscriber, and in the module next door that same person is still a member, and both files are correct. Nothing is broken. Nothing will be, for about six months.
You quoted three weeks. It's Tuesday, the thing works, and the tests are green. Bill what you said and you're charging for two weeks nobody worked. Bill what it took and you just cut your own price by two thirds for delivering early, exactly what you promised. Neither number is a lie, which is the part worth sitting with.
The deploy has been stuck for eleven minutes, the agent tells you it can't see the cluster, and there's a token sitting right there in your shell that works on everything. Five seconds and you're unstuck. Every guardrail you built reviews a diff, and nothing you built reviews that paste.