AI Didn't Remove the Bottleneck. It Moved It | Coder, Gene Kim & AWS

AI has compressed what used to be a three-to-five-year technology adoption curve into roughly 12 months, shifting the bottleneck from writing code to reviewing, securing and paying for it. Recorded live at Levi's Stadium in Santa Clara, California, and hosted by Rob Whiteley, Board Member at Coder, this panel brings together Gene Kim, Independent Author & Researcher, Jackson Aimiuwu, Head of Solutions Architecture at AWS, Sam Barlien, Head of Ecosystem at Platform Engineering Community, and Nicky Pike, Field CTO at Coder, to unpack the moving bottleneck, AI sovereignty and the real cost of tokens. Dig deeper with the State of AI in Platform Engineering report Sam shares data from: https://weaveintelligence.io/research/state-of-ai-in-platform-engineering-2026 0:00 Opening: the Maytag repairman and AI 4:14 Three topics: bottleneck, cost and sovereignty 5:44 1% of engineers drive 40% of token costs 7:39 Meet the panel 11:16 The 12-month adoption curve 12:15 Gene: why every process is breaking 13:41 Gene's Kill My SaaS story 15:17 What teams are saying now that they weren't a year ago 18:46 The data: agents are now platform users 21:10 Why shadow AI and model choice matter less 22:43 Why models are evening out 23:53 What AI sovereignty really means 25:14 Models should be an implementation detail 28:21 Is sovereignty a regulated thing? 30:48 Open weights and the risk of model dependency 32:49 Sovereignty through choice 33:57 Open weights aren't a magic button 36:02 The bottleneck has moved 39:18 Finding your TSA line 40:20 Only 8% see transformational ROI 41:46 CISOs, guardrails and agents reviewing agents 43:40 Humans vs. machines in change approval 45:49 Token maxing and the cost problem 48:08 Closing: why platform teams need a product mindset Ready to clear your bottleneck? 🚀 Get your copy of the book, Thinking in Platforms, and learn how to build the platform that keeps AI fast, governed and affordable: https://weaveintelligence.io/thinking-in-platforms-book Join the conversation in our Community Slack channel and swap notes with thousands of platform engineers tackling the same challenges: https://platformengineering.org/slack-rd Follow us on LinkedIn for the latest data, events and insights! https://www.linkedin.com/company/platform-engineering-org And keep the momentum going! Continue your platform engineering journey with Platform Engineering University: https://university.platformengineering.org #PlatformEngineering #AI #DevOpsAI