Designed and implemented an agent-driven software delivery pipeline where AI agents execute structured engineering tasks from Jira through MCP and GitHub Actions. The workflow includes engineering rules, automated code review, testing, CI risk classification and human validation, increasing delivery capacity without sacrificing quality or control.