AI Agents Are Swallowing Entire Software Pipelines — The Data Is Brutal The Shift From Snippets to Full Ownership Developers used to treat AI as a fancy autocomplete. That era ended fast. Modern agents now own the full loop: requirements parsing, code generation, test creation, security scanning, and production rollout. GitHub’s internal telemetry shows Copilot-assisted teams complete tasks...