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For founders & engineering leaders

Guided AI adoption for engineering teams

Your eng team bought the AI tools. A few people got faster. Everyone else didn't. I guide the whole team onto a path that sticks.

More shipped. Fewer bugs to prod. Faster reviews. Room for the work that always gets cut.

Book a CallSee how it works

Ex-Cash App · Amazon · CTO, Martin Tech Labs

The tools landed. The team didn't.

Your eng team already has the AI tools. But adoption stalls in the same place every time.

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A few engineers fly; everyone else stays baseline
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Too many tools; not enough time to evaluate them
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No consistent workflow the whole team can stick with
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Lunch-and-learns and “just use Claude Code” don't create shared practice
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Leadership waits on a 10x story that never shows up across the roster
What Changes When It Works
Not a demo. The whole team operating differently, day to day.
Every engineer comfortable using AI in daily work
People can run more than one agent without creating cleanup
More features ship
Fewer bugs make it to prod
Code reviews are faster
Time opens for the work that always gets deprioritized
How It Works

How guided adoption works

No jargon ladder. Three steps that map to your team, not a generic playbook.

1

Map what the team is doing today

Where AI is helping, where it's creating cleanup, and where people are stuck and not saying so.

2

Choose the right path

Mapped to this stack, this process, and these people, not a one-size-fits-all rollout.

3

Install what sticks

A practical adoption path the whole team can run while still shipping, not a workshop that ends when the slides do.

Services

How we work together

Start with a conversation. Go deeper only if it's the right fit.

Start here
Map current AI use and whether guided adoption makes sense.
Free · 20–30 min
For founders and engineering leaders
Honest read on whether it's a fit
If I'm not the right person, I'll say so
Book a Call
AI Engineering Assessment
A diagnostic of team AI adoption and the highest-impact path forward.
Scoped on the call
Assess AI usage across the whole team, not just power users
Map tools and workflows against your stack
Leave with a concrete, prioritized adoption path
Book a Call
Guided Whole-Team AI Adoption
Hands-on work to make adoption consistent across the whole eng org.
Scoped to your team and stack
Workflows and standards built around your tools
Hands-on coaching so the practice sticks
Implementation support while the team keeps shipping
Optional ongoing support after rollout if the team wants it
Book a Call

Not sure where to start? Book a call.

Book a Call
Who this is for
Founders and engineering leaders
Teams that already tried tools, lunch-and-learns, and ad hoc prompting
Teams that want the whole org operating at a higher level
Not for
×Prompt pack shoppers
×One-off workshop buyers
×Anyone wanting 10x with no process change
Experience

What I bring

Production AI, eng leadership, and systems that have to work beyond the demo.

LLM & Agent Development

Automations

Production AI Deployment

Scalable Architecture

Technical Leadership

AI Enhanced SDLC

Want to see if this is right for your team?

20–30 min for founders and engineering leaders. We'll look at what your team is doing with AI now and whether a guided whole-team path makes sense. If I'm not the right person, I'll say so.

Book a Call