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In this episode Dave Anderson, Mark McCann, and Michael O’Reilly continue their deep dive tackling Chapter 14: The Frictionless Developer Experience. The crew explore whether the principles of engineering excellence, developer enablement, and team topologies still stand strong in a world increasingly powered by AI and agentic systems. From *managing cognitive load* to **code as a liability**, they unpack how AI changes (and doesn’t change) the fundamentals of building high-quality software. 📌 Topics include: Does AI really make development frictionless? Maintaining engineering excellence in an AI-driven world Enabling constraints and team autonomy Revisiting the four team types in Team Topologies The enduring importance of DORA metrics and stability Why code is a liability—and how AI impacts this The rise of specifications, contracts, and stronger test practices ⏱ Chapters 00:00 – Intro & recent travels 01:20 – Go To Service Bangalore & serverless momentum 02:40 – Frictionless developer experience in an AI world 04:50 – Cognitive load & enabling constraints 06:20 – Engineering excellence: still relevant? 08:10 – Three characteristics of great software creation 10:25 – Principles, context, and best practices in the AI era 12:40 – Goal-driven frameworks & outcome-based leadership 14:00 – Challenging teams with the right questions 15:35 – AI as an enabler for strong engineers 17:20 – Democratising knowledge & rapid learning 18:40 – Team Topologies in the AI landscape 20:45 – Socio-technical changes & enabling teams 22:15 – Will teams be smaller or just better? 23:30 – Autonomy, mastery, and purpose 25:05 – Engineers’ mastery in the age of AI 26:00 – DORA metrics: throughput & stability 28:00 – Code as a liability & maintainability concerns 29:20 – Specifications, contracts, and test-driven approaches 31:00 – Shared outcomes & embracing AI in delivery 🔗 Resources & Links 📚 Team Topologies: https://teamtopologies.com by Matthew Skelton & Manuel Pais 📖 Accelerate by Nicole Forsgren, Jez Humble & Gene Kim 🌐 The Serverless Edge https://theserverlessedge.com)– Blog & resources Serverless Craic from The Serverless Edge: https://theserverlessedge.com/ Follow us on X @ServerlessEdge: / serverlessedge Follow us on LinkedIn - The ServerlessEdge: / 71264379 Subscribe to our Podcast: https://open.spotify.com/show/5LvFait...