The infrastructure that needs to exist to support this model at scale includes better automated regression detection, artifact-level validation that goes beyond diffing changed lines, reliable and fast environment provisioning, and guardrails that hold up under parallel workloads.
The Factory Model: How Coding Agents Changed Software Engineering · Addy Osmani · 25 February 2026