The Agile 2018 conference in San Diego featured over 2,340 participants and 279 sessions, emphasizing modern agile practices and frameworks. Key takeaways included various topics such as DevOps, agile estimation, value over cost, and updates to Scrum methodologies. Notable speakers included industry leaders from Atlassian, Google, and Apple, sharing insights on team dynamics and effective agile practices.