This talk shows how to wire agentic workflows into modern CI/CD so code gets safer and faster to prod: LLM code review as a first pass, automated remediation suggestions, and swarm-style orchestration for follow-ups. You’ll see what actually works today with Copilot Code Review, CodeQL Autofix, Semgrep Assistant, and agent frameworks like LangGraph or AutoGen, plus how to gate merges with lightweight, automated evaluations.
