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Valentino Giorgio Pino for knowis AG

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From Monolith to Microservices: Why It’s Never Just a Technical Decision

For years, “We’re moving from a monolith to microservices” has been a familiar battle cry in software engineering. It’s usually framed as a technical evolution - a natural response to scalability challenges, complex deployments, or growing codebases.

But anyone who has actually lived through that transition knows the truth: it’s never just a technical decision.

Moving from a monolith to microservices doesn’t just reshape your software. It reshapes your organization, your communication patterns, your governance, and your culture. What starts as an architectural redesign quickly becomes a transformation of how people think and work together.

The Technical Promise

Let’s start with the surface-level motivations - the reasons most teams give when they plan a migration to microservices:

  • Independent deployability
  • Horizontal scalability
  • Fault isolation
  • Domain-driven boundaries
  • Technology freedom

These are valid technical aspirations. But they only describe what you hope to achieve, not what it takes to get there. The challenge begins when the elegant diagrams meet the messy reality of human collaboration and organizational inertia.

Monolith: representation in C4, built with the knowis Cloud Solution Workbench

The Human and Organizational Layer

When you decompose a system, you don’t just break down code - you break down responsibility. And responsibility lives with people.

Team Autonomy vs. Coordination

Microservices are built on the idea of autonomous teams. But autonomy isn’t free.
Every decision that was once implicit in a shared monolith - logging, error handling, data consistency - becomes an explicit cross-team contract. Suddenly, coordination replaces centralization.

Without clear boundaries and communication practices, the dream of autonomy turns into integration fatigue.

Ownership and Accountability

In a monolith, ownership is fuzzy. When something breaks, everyone owns it - and no one owns it.
Microservices make ownership explicit. Each team becomes responsible for their service’s quality, stability, and API integrity. That sounds empowering - until you realize it also means you can’t hide behind “the backend team” anymore.

This clarity is powerful, but it demands a cultural maturity many organizations underestimate.

Cognitive Load

The cognitive shift is also profound. Developers who once worked in a single, familiar codebase now navigate a distributed ecosystem of APIs, contracts, and deployment pipelines. Complexity doesn’t disappear - it just moves.
Instead of fighting monolithic coupling in code, teams now fight distributed coupling across services.

Conway’s Law in Action

“Organizations design systems that mirror their own communication structure.” - Melvin Conway, 1968

Every organization is a mirror - and your architecture reflects it.
If your company’s structure is centralized, with siloed decision-making, your “microservices” will likely reproduce that pattern. You’ll end up with a distributed monolith - decentralized code but centralized control.

To truly embrace microservices, you must align organizational boundaries with domain boundaries.
That means rethinking team topologies, decision-making processes, and the flow of information. You can’t modularize software without modularizing communication.

Microservices: representation in C4, built with the knowis Cloud Solution Workbench

Decision-Making and Governance

Microservices shift decisions downward - from architects to autonomous teams. But autonomy without alignment quickly becomes chaos.

Teams need clarity on:

  • How to model their domain
  • Which technologies are flexible vs. standardized
  • How to document and share architectural decisions
  • How to maintain coherence across dozens of independently evolving systems

The most successful organizations find a lightweight governance model - one that empowers teams while ensuring transparency and consistency.
Architecture decision records (ADRs), collaborative modeling, and clear communication channels often matter more than any framework or tool.

Start with People, Not Code

The transition from monolith to microservices is not primarily about decomposing software - it’s about evolving your system of work.
It requires new skills, new boundaries, and new forms of trust.

So before you start drawing new service diagrams, ask:

  • Are your teams ready for ownership?
  • Do you have shared understanding of your domains?
  • Can your organization tolerate decentralized decision-making?

If the answer is no, microservices won’t save you.
They’ll only expose what was already broken.

The real success comes when architecture and organization evolve together - when your system’s structure and your team’s structure are in harmony.

Microservices don’t solve your problems. They just make them visible.

They also don’t create good architecture; they reveal the quality of your organizational structure and culture.

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