
Environment Provisioning Is the Agentic Delivery Bottleneck Nobody Budgeted For
Agents made writing code cheap, but proving it still needs somewhere to run. Environment provisioning and test data have quietly become the binding constraint on agentic delivery. Here is why shared pre-prod collapses under parallel agents, plus the environment tiers, test data strategy, and metrics that fix it.















