Modern systems often look clean and simple in their early stages, but as usage grows and teams expand, hidden complexity starts to emerge.
Architectural decisions that once felt reasonable begin to show their limits, and systems that worked well at first can become harder to evolve, operate, and scale.

We’ll look at common issues that surface after early success and highlights how abstractions and managed services can begin to leak, revealing latency, operational complexity, and hidden dependencies.