The Architect's Guide to the AI Era • Luca Mezzalira & Teena Idnani • GOTO 2026

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   / lucamezzalira     / lucamezzalira   https://linktr.ee/lucamezzalira https://lucamezzalira.com Teena   / teenaidnani   Links    • State of the Art of AI Tools in Micro-Fron...      • Master Software Architecture: From Simplic...      • Spec-Driven Dev Is Back. But Not How You T...      • Beyond the Hype: What AI Actually Can (and...      • GenAI Grows Up: Building Production-Ready ...      • SW Design, Architecture & Clarity at Scale...      • Residues: Time, Change & Uncertainty in So...      • What I Wish I Had Known Before Scaling Ube...      • Breaking the Architecture Bottleneck • And...      • More Buzzwords Won't Help: The Long Histor...      • Engineering Documentation • Lorna Jane Mit...      • Using Generative AI to Strengthen & Accele...      • Why Governance Matters: The Key to Reducin...      • Refactoring vs Refuctoring: Code Quality i...      • Event Streaming for Multi-Agentic Generati...      • How Cognitive Biases Affect our Software A...      • What We Left Behind - 10 Valuable Skills F...      • Better Value Sooner Safer Happier • Simon ...      • Enterprise Architecture = Architecting the...   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   / gotocon     / goto-     / goto_con     / gotoconferences   #SoftwareArchitecture #AISkills #ArchitectureSkills #SoftwareEngineering #Programming #TodayInTech #LucaMezzalira #TeenaIdnani #GOTO CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks:    / @goto-   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/GotoConf...