The surface is rarely where the answers are.
The context
Have you ever worked so hard for so long only to end up right back where you started?
Most of us have.
Why can't we close these candidates?
Why is everything getting so expensive?
Why do I have to tell everyone what to do?
Why do people keep leaving?
Familiar?
Everyone is smart. Everyone is working hard. Everyone is solving what's in front of them.
All that raw effort and no real traction.
Background #
After a decade of experience working in high-growth technology companies, I've become obsessed with throughput and velocity.
A change in job architecture that unblocks hiring.
A different talent profile that prevents new management layers.
A single conversation that restores trust after a period of uncertainty.
One small change that unlocks outsized results.
Throughput and velocity
When there's friction, my instinct isn't to ask: What should we change?
It's to ask: What's the root cause?
A better question can save endless hours of rework.
On decision-making
The untangling often follows a pattern.
What matters now?
What can wait?
What is a symptom?
And, what is the actual constraint?
Some patterns I've noticed #
AI engineering offers declined
Hiring became unaffordable
Engineers needed constant direction
New hires kept leaving
Compensation as a tool #
Compensation shows up in surprising places.
It's less about data (though I do love a good spreadsheet), and more about behaviors and motivations.
AI and what comes next
AI is changing everything we know about rewards.
Jobs are changing.
Incentives are changing.
The relationship between effort and output is changing.
Increasingly, time feels more constrained than capital.
A simple belief
Sometimes the effort isn't the problem.
Effort is usually abundant.
A reasonable assumption.
A slightly wrong model.
A small correction.
A much better outcome.
Sometimes they just need a little clarity.
People who've shaped how I think
Talent density, honesty, and treating people like adults.
Evidence, experimentation, and measuring outcomes over pure activity.
Sustained attention over constant activity.
How our brains actually experience uncertainty.
Just a few big thinkers whose work I keep coming back to.
I work with founders and operators who want to move faster by understanding what's actually slowing them down.
A small number of engagements each year.