jason@im·a·cto ~ % whoami
REV A · JASON WALDRIP · FRACTIONAL CTO / CAIO · DENVER · taking engagements →
I am a CTO. I hold the map the agents can't.
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.
the_log
08:34
Your API is your agents' hands
Build the open API first, dogfood it, then invite others in. That used to be a pure growth bet: every team that integrates makes the product bigger than you could grow it alone. There's a second payoff now. The surface you built for outside developers is the same one your agent fleet drives. At Phoneware I put MCP servers over the platforms underneath so the fleet operates them like any other client. Design it once, for humans and agents both. Skip that and you're writing a second interface for the machines later.
08:30
Scale Is a Design, Not a Dial
You added instances and the system got slower. That's not a bug in the autoscaler. It's a ceiling that was drawn months earlier, on a whiteboard, by whoever decided where the state lives. Scale is a design decision made before a line is written, and no console reaches back to unmake it. In the agent era it's the most expensive decision of the invisible kind, because the bottleneck never shows up in the diff.
architecture08:34
Fourth of July weekend, and I was actually off. Phone in a drawer, kids outside, something on the grill. The fleet kept opening MRs, the merge train held the line, nobody paged me. I spent a lot of years being the load-bearing wall. Turns out the quiet reward for building the tracks right is that the thing stands up fine while you're not holding it up.
07:55
The Story of Ownership
You got an offer with the word 'owner' in it, and you never read the four pages after it. The vesting, the cliff, the ninety-day window where you buy what you earned or forfeit it. Ownership is the cheapest thing a company can hand out, because the word costs nothing. There's the story of ownership and there's ownership, and most places are very good at giving you the first while the second stays exactly where it was.
ownership08:30
Ownership Theater
"Act like an owner" is one of the most common asks in tech, and one of the most dishonest. It wants the behavior of ownership from people who were handed the story of it. Here's the gap, and how I build the real thing instead.
ownership08:40
Own the model
Point a task at a frontier API and you've made two decisions: rent the intelligence, hand your data to someone else's server. Sometimes that's right. Often you reached for the biggest model because it was there, not because the job needed it. Classification, extraction, routing don't need frontier reasoning. An open-weight model you run yourself does them cheaper and keeps the data in the building, and Qwen and DeepSeek are closing the gap fast. Save the frontier for the problems that actually earn it.