How AI Agents Are Reshaping Software Delivery in 2026

AI is no longer just helping developers write code. In 2026, AI agents are starting to influence the full software delivery lifecycle. The biggest change is not that AI writes more code, but that it reduces friction between planning, execution, testing, and release.