AI Agents Are Gutting Manual Software Pipelines – The Numbers Prove It The End of Hand-Cranked Development Workflows Software pipelines used to mean weeks of handoffs between planning, coding, testing, and deployment. That model is collapsing under the weight of AI agents that handle the full loop. Teams no longer treat these tools as autocomplete toys; they function as autonomous operators...