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Software Architecture Should Evolve with Products

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A developer with experience building prototypes warns against premature architectural complexity. Early projects often survive as simple throwaway code. However, teams frequently apply enterprise-level designs like microservices and Kubernetes to products with minimal users. This approach treats scale as a goal rather than a constraint, introducing unnecessary cost and slowing down development speed.

Real-world product development requires a pragmatic approach. A monolith backed by Postgres often suffices for years. When a small team built a B2B SaaS with eight services, they drowned in infrastructure costs and slow deployments. The solution was to consolidate into a simpler architecture, proving that complexity must be earned through actual usage, not guessed at in advance.

Good architecture optimizes for speed of change and low cognitive load, not theoretical purity. Decisions should rely on concrete constraints like business requirements, team size, and operational maturity. Build systems that serve the present reality, leaving room to adapt when evidence—not assumptions—demands it. Pragmatism is the responsibility of every engineer.