Risk Management
Why novelty, scale, and time compression fail together
One factor is mundane. Two are manageable. Three is where failure becomes systemic, because each removes the safety margin the other two need.
Risk Management
One factor is mundane. Two are manageable. Three is where failure becomes systemic, because each removes the safety margin the other two need.
Migration
Mutation collapses rollback when you need it most. Coexistence keeps rollback available at every step by running old and new side by side.