Build Efficient MCP Servers: Three Design Principles
Learn how to build Model Context Protocol servers that are 90%+ more efficient through strategic filtering and pre-aggregation. Real YNAB example …
Read more →I help early-stage founders ship high-quality software with confidence—
whether that means building the first version, reviewing architecture,
managing consultants, or using AI to move faster.
You're a non-technical founder, or a small startup team, trying to:
Turn a product vision into working software
Make early architecture decisions that won't impede progress later
Add AI features or speed up development using AI tools
Vet engineers or consultants you've hired
Avoid wasting time on the wrong build
That's where I come in.
For early-stage startups without a technical co-founder or those who need interim leadership.
"Think of me as your co-founder-level advisor who knows when to ship fast and when to build strong foundations."
Sometimes you need someone to roll up their sleeves:
Guiding engineers and technical leaders to grow with confidence—through hands-on pairing, thoughtful feedback, and practical strategy.
I've led engineering at venture-backed startups, scaled teams from 0 to 50+, and helped build FDA-cleared software. With deep executive and hands-on experience, I bring calm, clarity, and momentum to fast-moving, high-stakes environments. I'm a builder who knows how to ship—consistently and strategically.
Whether you need technical leadership or hands-on support,
I'm here to help you build smarter and efficiently.
Not sure what you need yet?
That's normal. I can help you figure it out.
Practical advice for building better software faster
Learn how to build Model Context Protocol servers that are 90%+ more efficient through strategic filtering and pre-aggregation. Real YNAB example …
Read more →Customer obsession is a powerful value—but when taken too far, it can lead to burnout, reactive teams, and a fragmented product. This post explores how to apply it with balance, strategy, and respect for your team.
Read more →Tech debt isn’t always bad — sometimes it’s the right trade-off. This post breaks down when to take it on, how to manage it, and why startups shouldn’t fear it.
Read more →