Blog

How to Run Effective Architecture Reviews (Without Slowing Everyone Down)

Engineering orgs hit an inflection point when architectural decisions stop being tribal knowledge and start needing structure.

The question is: how do you review architecture without introducing committee-driven gridlock?

Plan Ahead!
“Architecture isn’t a phase. It’s a conversation that never ends.”
Stephen Ledwith

This post offers a pragmatic framework to run effective, lightweight architecture reviews that improve technical decisions, build alignment, and respect your team’s time.

Continue reading

Building a Modern Engineering Career Ladder

Technical teams grow fast. Careers often don’t.

A well-designed engineering career ladder is one of the most important tools for retaining great talent, building confidence, and growing healthy technical cultures. And yet, most ladders are outdated, rigid, or nonexistent.

Create a Path
“The only thing worse than losing great engineers is watching them stagnate because you didn’t have a path for them.”
Stephen Ledwith

This post walks through how to design a modern ladder that works—from your first staff engineer to a platform org at scale.

Continue reading

Balancing Speed and Stability: How to Scale AI-Driven Development Without Sacrificing Quality

Are you sacrificing long-term stability for short-term AI wins? As a senior technology leader, you’re under immense pressure to integrate artificial intelligence (AI) and machine learning (ML) into your products at breakneck speed. The promise of AI—smarter insights, faster processes, competitive edge—is undeniable. But rushing to deploy AI solutions can lead to technical debt, unreliable models, and misaligned business outcomes. In today’s distributed, AI-driven workplace, balancing speed and stability is a critical challenge for scaling teams effectively.

Continue reading

Low-Code vs. Traditional Development: Which One is Right for Your Business?

Choosing between low-code and traditional development is less about technology — and more about context.


Quick Comparison

CriteriaLow-CodeTraditional Development
Speed to LaunchVery FastSlower but flexible
CostLower initial investmentHigher but scalable
CustomizationLimitedFull control
Best ForInternal tools, MVPsCore systems, complex products
Who BuildsBusiness users, Citizen DevsEngineers

Ask These Questions

  1. How complex is your problem?
  2. Do you need to scale globally or handle massive traffic?
  3. Who will maintain this solution long-term?

Which is the right platform for your project?

Continue reading

The Rise of Low-Code & No-Code: A Disruptive Force in Enterprise Tech

For decades, enterprise software development has relied on teams of specialized engineers writing thousands of lines of code. But over the last decade, low-code and no-code (LCNC) platforms have emerged as a serious alternative—empowering non-developers to build production-grade applications with minimal technical support.

“Low-code platforms can reduce development time by 90%.” — Forrester Research, 2023

Continue reading

How to Drive Product Innovation Without Breaking Your Budget

Innovation doesn’t have to mean big spending. In fact, some of the best product breakthroughs I’ve led came from tight constraints.

Start with Outcome-Oriented Thinking

  • Define what success looks like before you write a line of code.
  • Build clear metrics around user impact, not features shipped.

“Constraints are the breeding ground for creativity.” — David Kelley, IDEO

Continue reading

The First 90 Days: Designing an Onboarding Experience That Scales

In a fast-scaling tech org, the first 90 days make or break your new hires—and your culture. If onboarding is inconsistent, tribal, or just dumped into a Wiki, you’ll lose momentum before your engineers commit their first PR. But when onboarding is designed with intention, new hires ship faster, feel more confident, and connect to the team in meaningful ways. That’s what scales.

Continue reading

The Role of Mentorship in Scaling Tech Teams Successfully

As teams grow, knowledge silos form. New hires struggle to find their footing. Culture begins to drift.

Mentorship fixes all of that.

Done right, mentorship creates a culture of learning, accelerates onboarding, and retains top talent during the chaos of scale. It’s the kind of low-cost, high-impact strategy most orgs overlook—until it’s too late.

Continue reading

Building and Scaling High-Performing Technology Teams

Hypergrowth exposes every flaw in your team strategy—and every opportunity. Whether you’re scaling from a handful of developers to 100+ engineers or expanding internationally, your ability to build, structure, and develop your teams will make or break the business.

I’ve had the privilege (and pressure) of growing engineering teams from 6 to over 100 during my time at eXp Realty, and later leading engineering at Lone Wolf Real Estate Technologies through periods of acquisition, consolidation, and transformation.

Continue reading

Remote, Hybrid, or Onsite? Choosing the Right Model for Your Tech Team

When scaling a technology team, one of the most important decisions you’ll make isn’t architectural—it’s operational: How will your team work together?

Do you go fully remote and tap into a global talent pool? Stick to onsite and build in-person chemistry? Or strike a hybrid balance?

Continue reading