• Home
  • BVSSH
  • Engineering Enablement
  • Playbooks
  • Frameworks
  • Good Reads
Search

What are you looking for?

Feb 05, 2025 Ragan McGill Happier
Beyond Metrics: Cultivating Engineering Excellence Through Inclusion

Engineering excellence isn’t solely defined by delivery speed or system uptime - it’s built on culture. Building inclusive engineering cultures is not a peripheral initiative; it’s a foundational enabler of high-performing, resilient teams. But how do we know when we’ve reached excellence? What does success actually look like when we go beyond the numbers?

This article explores the historical context, practical challenges, and future-forward thinking required to embed inclusion at the heart of engineering excellence.


From Rigid Delivery to Dynamic, Inclusive Teams

Engineering has evolved from rigid, top-down models to dynamic, team-driven environments. In the past, predictability and control were prioritised, often at the cost of adaptability and creativity. Today, the most successful engineering teams thrive in ambiguity - leaning into experimentation, rapid iteration, and psychological safety.

But agility alone isn’t enough. Without inclusion - without creating space for diverse perspectives, distributed decision-making, and a culture of belonging - teams struggle to unlock their full potential.


Why Culture Beats Counting

Measuring lines of code, velocity points, or incident volumes might provide signals, but they rarely tell the full story. The most insightful indicators of excellence come from the invisible qualities that shape high-performing cultures:

  • Autonomy: Are engineers trusted to make decisions?

  • Collaboration: Do cross-functional teams learn from each other?

  • Psychological Safety: Can people speak up without fear?

  • Learning Mindset: Do failures fuel growth?

When these conditions are met, productivity follows - not the other way around.


Real-World Lessons from High-Trust Teams

Consider Amazon’s “two-pizza teams,” where small, empowered units own their services end-to-end. Or Netflix’s chaos engineering approach, where failure is engineered into the system to create stronger, more resilient outcomes. These practices don’t just optimise for uptime - they build cultures where people feel safe to innovate, learn, and improve.

Such companies don’t just measure performance - they cultivate it by investing in inclusive, team-first principles.


Inclusion as a Strategic Enabler

Too often, inclusion is treated as a separate HR initiative rather than a lever for technical excellence. But inclusive engineering teams:

  • Spot problems faster because they draw on diverse perspectives.

  • Deliver better solutions through collaborative thinking.

  • Learn more effectively because everyone has a voice.

Engineering leaders must challenge the assumption that inclusion is abstract or unmeasurable. Instead, they should ask: Are we designing our systems, processes, and cultures to include?


Looking Ahead: Developer Experience & Human-Centred Engineering

As we move into an era shaped by AI, platform thinking, and predictive tooling, developer experience will be a key differentiator. Organisations that prioritise the human experience of engineering - how easy it is to build, ship, and learn - will attract and retain top talent.

Success will not be defined by how many deployments happen per day, but by how empowered engineers feel to solve meaningful problems.


Key Takeaways

  • Inclusion is a core enabler of engineering excellence - not a side initiative.

  • Cultural signals like trust, safety, and autonomy matter more than output metrics.

  • High-performing teams are built, not measured into existence.

  • The future belongs to organisations that optimise for people, not just pipelines.


At its core, cultivating inclusive engineering cultures is about creating high-trust, high-autonomy environments where learning is continuous and people are empowered to thrive. Excellence isn’t micromanaged - it’s grown through curiosity, collaboration, and care.

Ragan McGill

Engineering leader blending strategy, culture, and craft to build high-performing teams and future-ready platforms. I drive transformation through autonomy, continuous improvement, and data-driven excellence - creating environments where people thrive, innovation flourishes, and outcomes matter. Passionate about empowering others and reshaping engineering for impact at scale. Let’s build better, together.

Popular posts
  • Designing for Trust - Why SLOs, Error Budgets, and Toil Matter in Platform Engineering
    Jun 03, 2025
  • Platform Antipatterns - When Good Intentions Go Wrong
    May 29, 2025
  • Platform as a Product - Building Trust, Not Just Tools
    May 27, 2025

Technical debt is like junk food - easy now, painful later.

Awesome Blogs
  • LinkedIn Engineering
  • Github Engineering
  • Uber Engineering
  • Code as Craft
  • Medium.engineering