#physical-systems

Software can rollback. Physical systems can't. A failed deployment in a factory means halted production. A buggy update to robotic controls means safety incidents.

This changes everything about how you build, test, and deploy. Simulation helps, but it never captures everything. Shadow mode deployments become essential. Rollback procedures need to be mechanical, not digital.

The stakes shape the engineering.