Autonomous Code Factories Reshape Engineering Productivity
TESOL reports that 65 to 70 percent of pull requests now flow through an autonomous dark factory. The system uses Linear tickets, sandboxed coding agents, CI checks, and layered verification to ship code with minimal human review. The model shifts engineer work from writing code to defining scope, context, and quality guardrails. This creates a scalable operating model for AI native software teams.
