This interview was recorded for GOTO Unscripted. #GOTOcon #GOTOunscripted https://gotopia.tech Luca Mezzalira - Solutions Architect, Consultant, International Speaker & Author of "Building Micro-Frontends" @My50c Teena Idnani - Senior Solutions Architect at Microsoft & Woman in Tech Leader Check out more here: https://gotopia.tech/articles/447 RESOURCES Luca https://www.buildingmicrofrontends.com https://twitter.com/lucamezzalira https://www.linkedin.com/in/lucamezzalira https://linktr.ee/lucamezzalira https://lucamezzalira.com Teena https://www.linkedin.com/in/teenaidnani Links https://youtu.be/2DciND0Ng4w https://youtu.be/ZCrCqbblXjk https://youtu.be/6mLYZF97oaU https://youtu.be/p-R7Doigqzc https://youtu.be/yMDw0nlWd7s https://youtu.be/t67oWHa00iE https://youtu.be/D8qQUHrksrE https://youtu.be/kb-m2fasdDY https://youtu.be/zl5U8KO28rM https://youtu.be/C8hma_YSBX0 https://youtu.be/Z5OrR99OpiY https://youtu.be/rbTaEsieWsU https://youtu.be/MNUlTHIPLEw https://youtu.be/AqB6u7isTOw https://youtu.be/fROpZ6EYa54 https://youtu.be/GKgE4qfAppI https://youtu.be/DrBPXSiUWbI https://youtu.be/8oqT5tjqf-0 https://youtu.be/hhlxFtV_tZo DESCRIPTION Luca Mezzalira and Teena Idnani open with a clear framing: AI is accelerating certain tasks architects do, but the fundamentals — understanding context, connecting technical decisions to business capability, designing for evolutionary systems — are unchanged and arguably more important than ever. Luca identifies what he calls the shift from a T-shaped to an "M-shaped" architect: broader and deeper simultaneously, using AI as a research accelerator that collapses days of trade-off analysis into hours. Both agree that the biggest current risk isn't that AI will replace architects, but that AI-generated code can look convincingly correct and pass initial testing while concealing edge-case failures that only surface under load, regulatory audit, or upstream change — particularly dangerous in regulated industries like finance. The conversation sharpens around what architects must double down on to stay relevant. Luca advocates for merging deterministic and probabilistic systems through harness engineering — combining linters, static analysis, and deterministic guardrails with AI code assistants to produce more predictable outcomes. More broadly, both conclude that empathy is now a core technical skill: the architect's real job is riding the "elevator" between the engine room and the C-suite, translating freely in both directions. Luca's rule of thumb has shifted from 70% people and context, 30% technical — to nearly 90/10 in the AI era. The competitive edge for architects, they agree, is not in generating code, but in knowing which problems are worth solving and why. TIMECODES 00:00 Intro 01:21 What changes for SW architects with AI? 03:52 What's overhyped about AI in SW architecture right now? 06:53 Is AI-generated code production-ready? 13:29 What skills are relevant today? 25:57 How to stay relevant as an SW architect in the AI era? 32:09 The elevator skill: Engine room to C-suite 33:08 Outro RECOMMENDED BOOKS Luca Mezzalira • Building Micro-Frontends • https://amzn.to/4ekqV5Y Luca Mezzalira • Front-End Reactive Architectures • https://amzn.to/43a8VVJ Gregor Hohpe • The Software Architect Elevator • https://amzn.to/3F6d2ax Gregor Hohpe • Enterprise Integration Patterns, Vol 2 • https://amzn.to/3TNedQ3 https://bsky.app/profile/gotocon.com https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #SoftwareArchitecture #AISkills #ArchitectureSkills #SoftwareEngineering #Programming #TodayInTech #LucaMezzalira #TeenaIdnani #GOTO CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1

This presentation was recorded at YOW! Australia 2025. #GOTOcon #YOW https://yowcon.com Scott Shaw - Crew Lead, GenAI Platform at Commonwealth Bank ORIGINAL TALK TITLE Mission-Critical Generative AI in Action: Delivering Safety, Reliability, and Customer Value RESOURCES https://github.com/scottwshaw https://www.linkedin.com/in/scott-shaw-b4003a4 Links https://www.cio.com/article/3850763/88-of-ai-pilots-fail-to-reach-production-but-thats-not-all-on-it.html https://www.prnewswire.com/news-releases/ninety-percent-of-ceos-are-waiting-for-genai-to-move-past-the-hype-or-experimenting-in-small-ways-302033314.html https://www.forbes.com/sites/jasonsnyder/2025/08/26/mit-finds-95-of-genai-pilots-fail-because-companies-avoid-friction https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirements ABSTRACT In the rapidly evolving landscape of generative AI, financial services organisations face unique challenges when implementing these technologies at enterprise scale within Australia's regulated environment. This presentation explores deploying mission-critical generative AI applications that balance safety and regulatory requirements with tangible customer value, addressing the practical realities of resilience, cost efficiency, model selection optimisation, and ensuring high availability in resource-constrained environments. Drawing from real-world experiences, we'll tackle the often-overlooked challenge of resource scarcity while examining effective approaches to navigating complex organisational dynamics, managing stakeholder expectations, and cutting through the hype surrounding generative AI. Throughout, our focus remains on the ultimate goal: creating superior customer experiences in financial services where trust, service excellence, and operational stability must coexist. [...] TIMECODES 00:00 Intro 05:01 GenAI goldrush 06:30 Platform problem space 11:16 Platform 18:53 Engineering under new constraints 26:22 Evolving engineering practice 33:00 What this means for organisations 36:00 Outro Read the full abstract here: https://yowcon.com/brisbane-2025/sessions/3901 RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Jay Wengrow • A Common-Sense Guide to AI Engineering • https://pragprog.com/titles/jwpaieng Kurt Dowswell • Programming with GitHub Copilot • https://amzn.to/3TM2HaL https://bsky.app/profile/gotocon.com https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #GenAI #GenerativeAI #AIChallenges #LLM #ScottShaw CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1