Observation:
As platforms evolve, complexity tends to concentrate around the teams responsible for operating them.
Application teams interact with simplified interfaces such as deployment pipelines, APIs, or platform abstractions.
Platform teams, however, must understand the interaction between infrastructure, orchestration layers, networking models, storage systems, and automation pipelines.
Over time, operational knowledge accumulates around the platform team.
Implication:
Platforms do not eliminate complexity.
They redistribute it.
Most of the complexity shifts toward the teams responsible for maintaining the abstraction layers that others consume.
Part of the Field Notes series documenting operational patterns observed in real-world platform architectures.