Conway's Law & Software Architecture

Conway's Law & Software Architecture

Conway’s Law: How Your Startup’s Growth Shapes Its Code

By Jared Bowns

Jan 13, 2025

5 Min Read

In startups, your org chart isn’t just shaping your culture, it’s shaping your architecture. Conway’s Law says it best: your systems mirror how your teams communicate. If you’ve been around long enough, you’ve undoubtedly experienced this phenomenon firsthand.

Let’s break it down through the lens of a startup’s growth journey:

The Startup Growth Story

🚀 Early Stage:

You’re a small team, tightly knit, moving fast, and hyper-focused on finding product-market fit (PMF). The communication lines are short and direct, which makes coordination simple. In this stage, you’re likely working with a monolithic architecture. It’s straightforward to build and deploy, allowing your team to iterate quickly and keep up with the demands of early adopters.

But while monoliths are great for speed, they’re not ideal for scalability. As your user base grows and feature requests pile up, the monolith starts to show its cracks. Scaling becomes a painful balancing act.

📈 Growth Stage:

Congratulations, you’ve found PMF! Your team is growing, and so are your challenges. Specialization starts to take hold: a product team here, a backend team there, maybe even a dedicated DevOps team. With this division comes silos, and silos introduce friction.

The monolith that served you so well now becomes a bottleneck. Teams start to fragment it into microservices to address scaling issues and enable independent deployments. On paper, this looks like a win. In reality, integration challenges creep in. Org silos translate into system silos, and teams start optimizing locally instead of collaborating across the stack.

🏢 Scaling Up:

Now you’re a well-oiled (or so you hope) machine with hundreds of employees and an extensive customer base. But with size comes complexity. The gaps in cross-team communication widen. These gaps, in turn, manifest as bottlenecks in your architecture.

Disconnected services, misaligned priorities, and tech debt become major blockers. Teams struggle to balance speed and quality. The chaos of rapid scaling is reflected in the sprawling mess of your system’s architecture. You’ve hit Conway’s Curse: the architecture mirrors the inefficiencies of your organizational communication.

Avoiding Conway’s Curse

While Conway’s Law is inevitable to some extent, you don’t have to let it dictate your fate. By being intentional about how you design both your organization and your systems, you can minimize its downsides and scale more smoothly.

1️⃣ Design for Scale Early

Even when you’re in the scrappy, early-stage hustle, take a moment to think long-term. Build for modularity from the start. Avoid "one-way doors" that lock you into decisions that will be hard to undo later. For example, think about:

  • Using clear boundaries in your codebase to separate concerns.

  • Designing APIs with versioning in mind.

  • Structuring your database to allow for future sharding or scaling.

Future-proofing doesn’t mean over-engineering, but it does mean leaving room to grow.

2️⃣ Align Teams and Systems

Your organizational structure should mirror the architecture you want to build—not the other way around. Modular teams create modular systems. Cross-functional teams working together on specific outcomes can help reduce silos and encourage a more cohesive design.

Consider adopting frameworks like team topologies or DevOps practices to foster better alignment. Ensure each team has clear ownership of their domains, but don’t let those domains turn into fiefdoms.

3️⃣ Prioritize Collaboration

When communication breaks down in your organization, bottlenecks emerge in your architecture. Regular, open channels of communication between teams are critical. This could look like:

  • Quarterly architecture reviews involving multiple teams.

  • Investing in tools that make it easy to share knowledge (e.g., shared documentation, Slack, or internal wikis).

  • Encouraging a culture of mentorship and cross-pollination between teams.

Remember, collaboration isn’t just about meetings; it’s about building a shared understanding of goals, challenges, and trade-offs.

Final Thoughts

At every stage of growth, your organization and architecture evolve together. Conway’s Law reminds us that these two are inextricably linked. While you can’t completely escape its influence, you can intentionally shape your teams and systems to work in harmony.

Start small: design for scale, align your teams, and prioritize collaboration. Do this, and you’ll find yourself avoiding many of the growing pains that plague startups as they scale. Your architecture doesn’t have to be a mirror of chaos—with intentionality, it can reflect the best of your organization’s values and vision.

So, as you’re scaling your startup, ask yourself: is your org chart helping or hurting your code?

Related Articles

DevOps in 2025: Beyond Automation to Intelligent Engineering

Jared Bowns

Mar 6, 2025

Data as Code: Embracing DevOps Principles in Data Engineering

Jared Bowns

Feb 24, 2025

Conway's Law & Software Architecture

Jared Bowns

Jan 13, 2025

Are LLM Agents the Next Microservices?

Jared Bowns

Dec 26, 2024

DevOps in 2025: Beyond Automation to Intelligent Engineering

Jared Bowns

Mar 6, 2025

Data as Code: Embracing DevOps Principles in Data Engineering

Jared Bowns

Feb 24, 2025

DevOps in 2025: Beyond Automation to Intelligent Engineering

Jared Bowns

Mar 6, 2025

Data as Code: Embracing DevOps Principles in Data Engineering

Jared Bowns

Feb 24, 2025

Conway's Law & Software Architecture

Jared Bowns

Jan 13, 2025

Discover. Develop. Deliver.

© 2024-25 Elyxor, Inc. All rights reserved.

Privacy Policy

Discover. Develop. Deliver.

© 2024-25 Elyxor, Inc. All rights reserved.

Privacy Policy