GOTO - The Brightest Minds in Tech

GOTO
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The GOTO podcast seeks out the brightest and boldest ideas from language creators and the world's leading experts in software development in the form of interviews and conference talks. Tune in to get the inspiration you need to bring in new technologies or gain extra evidence to support your software development plan.

  1. Clean Architecture with Python • Sam Keen & Max Kirchoff

    3 小時前

    Clean Architecture with Python • Sam Keen & Max Kirchoff

    This interview was recorded for the GOTO Book Club. http://gotopia.tech/bookclub Check out more here: https://gotopia.tech/episodes/418 Sam Keen - Founder & Researcher at AlteredCraft & Author of "Clean Architecture with Python" Max Kirchoff - CTO at Ginko & Multidisciplinary Technologist & Creative RESOURCES Sam https://bsky.app/profile/samkeen.bsky.social https://x.com/samkeen https://github.com/samkeen https://www.linkedin.com/in/samkeen https://samkeen.dev Max https://x.com/ProductNihilist https://github.com/maxkirchoff https://www.linkedin.com/in/maxkirchoff https://maxkirchoff.com Links https://www.heyginko.com https://martinfowler.com/bliki/TestPyramid.html DESCRIPTION Max Kirchoff interviews Sam Keen about his book "Clean Architecture with Python". Sam, a software developer with 30 years of experience spanning companies from startups to AWS, shares his approach to applying clean architecture principles with Python while maintaining the language's pragmatic nature. The conversation explores the balance between architectural rigor and practical development, the critical relationship between architecture and testability, and how clean architecture principles can enhance AI-assisted coding workflows. Sam emphasizes that clean architecture isn't an all-or-nothing approach but a set of principles that developers can adapt to their context, with the core value lying in thoughtful dependency management and clear domain modeling. RECOMMENDED BOOKS Sam Keen • Clean Architecture with Python • https://amzn.to/4pBT5g0 Fabrizio Romano & Heinrich Kruger • Learn Python Programming • https://amzn.to/4myLBIt Uncle Bob • Clean Code • https://amzn.to/3soPO6k Uncle Bob • Clean Architecture • https://amzn.to/3x0gjBQ Eric Evans • Domain-Driven Design • https://amzn.to/3tnGhwm Naomi Ceder • The Quick Python Book • https://amzn.to/3zwdDOa Luciano Ramalho • Fluent Python • https://amzn.to/3oSw2je David Beazley • Python Distilled (Developer's Library) • https://amzn.to/3QjNBEv Saleem Siddiqui • Learning Test-Driven Development • https://amzn.to/35OMb3n Maciej «MJ» Jedrzejewski • Master Software Architecture • https://leanpub.com/master-software-architecture Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    37 分鐘
  2. Handling AI-Generated Code: Challenges & Best Practices • Roman Zhukov & Damian Brady

    3 天前

    Handling AI-Generated Code: Challenges & Best Practices • Roman Zhukov & Damian Brady

    This interview was recorded for GOTO Unscripted. https://gotopia.tech Check out more here: https://gotopia.tech/articles/419 Roman Zhukov - Principal Architect - Security Communities Lead at Red Hat Damian Brady - Staff Developer Advocate at GitHub RESOURCES Roman https://github.com/rozhukov https://www.linkedin.com/in/rozhukov Damian https://bsky.app/profile/damovisa.me https://hachyderm.io/@damovisa https://x.com/damovisa https://github.com/Damovisa https://www.linkedin.com/in/damianbrady https://damianbrady.com.au Links https://www.redhat.com/en/blog/ai-assisted-development-and-open-source-navigating-legal-issues DESCRIPTION Roman Zhukov (Red Hat) and Damian Brady (GitHub) explore the evolving landscape of AI-assisted software development. They discuss how AI tools are transforming developer workflows, making developers about 20% faster on simple tasks while being 19% slower on complex ones. The conversation covers critical topics including code quality and trust, security concerns with AI-generated code, the importance of education and best practices, and how developer roles are shifting from syntax experts to system architects. Both experts emphasize that AI tools serve as amplifiers rather than replacements, with humans remaining essential in the loop for quality, security, and licensing compliance. RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Alex Castrounis • AI for People and Business • https://amzn.to/3NYKKTo Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    29 分鐘
  3. CI/CD Evolution: From Pipelines to AI-Powered DevOps • Olaf Molenveld & Julian Wood

    2月6日

    CI/CD Evolution: From Pipelines to AI-Powered DevOps • Olaf Molenveld & Julian Wood

    This interview was recorded for GOTO Unscripted. https://gotopia.tech Check out more here: https://gotopia.tech/articles/417 Olaf Molenveld - Technology Advisor at CircleCI Julian Wood - Serverless Developer Advocate at AWS RESOURCES Olaf https://x.com/olafmolenveld https://medium.com/@olafmolenveld https://www.linkedin.com/in/olafmolenveld Julian https://bsky.app/profile/julianwood.com https://twitter.com/julian_wood https://github.com/julianwood http://www.wooditwork.com https://www.linkedin.com/in/julianrwood DESCRIPTION CircleCI's Technology Advisor Olaf Molenveld discusses the evolution of CI/CD practices with AWS's Julian Wood. They explore how modern software delivery has transformed from simple monolithic deployments to complex microservices ecosystems, drawing parallels between managing production code and managing the "factory" that produces it. The discussion covers optimization strategies, the balance between local and remote development, platform engineering trends, and how AI is reshaping DevOps practices. Olaf emphasizes that getting software into users' hands is as critical as writing it, and shares how teams can leverage observability, right-sizing, and intelligent automation to improve their delivery pipelines. RECOMMENDED BOOKS David Farley • Continuous Delivery Pipelines • https://leanpub.com/cd-pipelines Jez Humble & Dave Farley • Continuous Delivery • https://amzn.to/3ocIHwd Nicole Forsgren, Jez Humble & Gene Kim • Accelerate • https://amzn.to/442Rep0 Kim, Humble, Debois, Willis & Forsgren • The DevOps Handbook • https://amzn.to/47oAf3l Lauren Maffeo • Designing Data Governance from the Ground Up • https://amzn.to/3QhIlnV Roy Osherove • The Art of Unit Testing • https://bit.ly/3obiKNB Burns, Beda & Hightower • Kubernetes: Up & Running • https://amzn.to/3sueuuI Gojko Adzic • Lizard Optimization • https://leanpub.com/lizardoptimization Gregor Hohpe • Platform Strategy • https://amzn.to/4cxfYdb Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    40 分鐘
  4. Quarkus in Action • Martin Stefanko, Jan Martiska & Holly Cummins

    2月3日

    Quarkus in Action • Martin Stefanko, Jan Martiska & Holly Cummins

    This interview was recorded for the GOTO Book Club. http://gotopia.tech/bookclub Check out more here: https://gotopia.tech/episodes/416 Martin Štefanko - Quarkus Core Engineer at IBM & Co-Author of "Quarkus in Action" Jan Martiška - Software Engineer Quarkus at IBM & Co-Author of "Quarkus in Action" Holly Cummins - Senior Technical Staff Member, Quarkus at IBM RESOURCES Martin https://bsky.app/profile/xstefank.bsky.social https://mastodon.cloud/@xstefank https://x.com/xstefank https://github.com/xstefank https://www.linkedin.com/in/martin-stefanko Jan https://bsky.app/profile/janmartiska.bsky.social https://x.com/janmartiska https://github.com/jmartisk https://www.linkedin.com/in/janmartiska Holly https://hollycummins.com https://hollycummins.com/type/blog https://bsky.app/profile/hollycummins.com https://hachyderm.io/@holly_cummins https://twitter.com/holly_cummins https://github.com/holly-cummins https://linkedin.com/in/holly-k-cummins Links https://code.quarkus.io https://vaadin.com DESCRIPTION Holly Cummins sits down with Martin Stefanko and Jan Martiška, authors of "Quarkus in Action", to discuss their journey writing this comprehensive guide to the Java framework. The authors share insights about Quarkus's developer experience, from its blazing-fast dev mode to native compilation capabilities, while revealing what they learned writing about 29 different extensions across 12 chapters. They discuss the book's structure - from getting started to deploying in the cloud- and offer practical advice on when to use JVM versus native compilation, making this essential reading for both Quarkus newcomers and experienced developers. RECOMMENDED BOOKS Martin Stefanko • Jan Martiska • Quarkus in Action • https://amzn.to/3K1En2z Ben Evans & Jim Gough • Optimizing Cloud Native Java • https://amzn.to/41nivD9 Kief Morris • Infrastructure as Code • https://amzn.to/4e6EBQc Alex Soto Bueno & Jason Porter • Quarkus Cookbook • https://amzn.to/4au3QfF Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    32 分鐘
  5. State of the Art of DORA Metrics & AI Integration • Nathen Harvey & Charles Humble

    1月30日

    State of the Art of DORA Metrics & AI Integration • Nathen Harvey & Charles Humble

    This interview was recorded for GOTO State of the Art in October 2025. https://gotopia.tech Read the full transcription of this interview here: https://gotopia.tech/articles/415 Nathen Harvey - DORA Lead, Product Manager at Google Cloud & Author Charles Humble - Freelance Techie, Podcaster, Editor, Author & Consultant RESOURCES Nathen https://bsky.app/profile/nathenharvey.bsky.social https://x.com/nathenharvey https://github.com/nathenharvey https://www.linkedin.com/in/nathen https://linktr.ee/nathenharvey http://nathenharvey.com Charles https://bsky.app/profile/charleshumble.bsky.social https://linkedin.com/in/charleshumble https://mastodon.social/@charleshumble https://conissaunce.com Links https://dora.dev https://dora.dev/research/2025/dora-report https://dora.dev/research/2024/dora-report https://thenewstack.io/ebooks/kubernetes/kubernetes-at-the-edge-container-orchestration-at-scale DESCRIPTION Charles Humble speaks with Nathen Harvey, leader of Google's DORA research team, about the real impact of AI on software development. Drawing from surveys of nearly 5,000 practitioners, Nathen reveals a surprising finding: increased AI adoption initially correlates with decreased stability and throughput - the very metrics teams have optimized for decades. The conversation explores why this happens, what capabilities organizations need before scaling AI adoption, and how AI acts as an amplifier of existing systems rather than a silver bullet. Nathen introduces DORA's seven AI capabilities model and discusses critical issues around trust, documentation, skill devaluation, and the future of software delivery in an AI-native world. RECOMMENDED BOOKS Emily Freeman & Nathen Harvey • 97 Things Every Cloud Engineer Should Know • https://amzn.to/3UlWBLt Charles Humble • Professional Skills for Software Engineers • https://www.conissaunce.com/professional-skills-shortcut Nicole Forsgren, Jez Humble & Gene Kim • Accelerate • https://amzn.to/442Rep0 Kim, Humble, Debois, Willis & Forsgren • The DevOps Handbook • https://amzn.to/47oAf3l Jez Humble & David Farley • Continuous Delivery • https://amzn.to/452ZRky Jez Humble, Joanne Molesky & Barry O'Reilly • Lean Enterprise • https://amzn.to/47pcOXD Adrienne Braganza Tacke • "Looks Good to Me": Constructive Code Reviews • https://amzn.to/3E75XrD Yevgeniy Brikman • Fundamentals of DevOps and Software Delivery • https://amzn.to/3WMPMFU Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    46 分鐘
  6. Modern Full-Stack Web Development with ASP.NET Core • Alexandre Malavasi & Albert Tanure

    1月27日

    Modern Full-Stack Web Development with ASP.NET Core • Alexandre Malavasi & Albert Tanure

    This interview was recorded for the GOTO Book Club. http://gotopia.tech/bookclub Check out more here: https://gotopia.tech/episodes/413 Alexandre Malavasi - CTO at Marelo & Author of "Modern Full-Stack Web Development with ASP.NET Core" Albert S. Tanure - Cross Solutions Architec at Microsoft & Author of "ASP.NET Core 9 Essentials" RESOURCES Alexandre https://x.com/alemalavasi https://github.com/alexandremalavasi https://www.linkedin.com/in/alexandremalavasi Albert https://x.com/alberttanure https://github.com/tanure https://www.linkedin.com/in/albert-tanure https://www.codefc.io/en DESCRIPTION Microsoft Cloud Solution Architect Albert Tanure interviews Microsoft MVP Alexandre Malavasi about his fourth book, "Modern Full-Stack Web Development with ASP.NET Core". The discussion explores the challenges of writing comprehensive technical books, the importance of foundational knowledge in full stack development, and how to integrate ASP.NET Core with modern JavaScript frameworks like React, Angular, and Vue.js. Alexandre emphasizes that successful architecture decisions depend primarily on team expertise and the ability to facilitate change, rather than following trends. The conversation also highlights the critical importance of looking beyond just coding - encompassing project planning, DevOps practices, monitoring, and continuous optimization - to truly bring value to customers and become well-rounded software engineers. RECOMMENDED BOOKS Alexandre Malavasi • Modern Full-Stack Web Development with ASP.NET Core • https://amzn.to/4pvEXnY Alexandre Malavasi • Implementing Design Patterns in C# 11 and .NET 7 • https://amzn.to/49Capwn Alexandre Malavasi • Enterprise Applications with C# and .NET • https://amzn.to/4iiVidk Alexandre Malavasi • Implementing Design Patterns in C# and .NET 5 • https://amzn.to/3JU5UD2 Albert Tanure • ASP.NET Core 9 Essentials • https://amzn.to/43bH73t Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    33 分鐘
  7. This AI Fights Health Insurance Denials • Holden Karau & Julian Wood

    1月23日

    This AI Fights Health Insurance Denials • Holden Karau & Julian Wood

    This interview was recorded for GOTO Unscripted. https://gotopia.tech Check out more here: https://gotopia.tech/articles/410 Holden Karau - Co-Founder at Fight Health Insurance Julian Wood - Serverless Developer Advocate at AWS RESOURCES Holden https://bsky.app/profile/holdenkarau.com https://twitter.com/holdenkarau https://github.com/holdenk https://www.linkedin.com/in/holdenkarau http://holdenkarau.com Julian https://bsky.app/profile/julianwood.com https://twitter.com/julian_wood https://github.com/julianwood http://www.wooditwork.com https://www.linkedin.com/in/julianrwood Resource https://fighthealthinsurance.com DESCRIPTION Apache Spark contributor Holden Karau discusses the evolution of distributed data processing, the challenges of integrating machine learning with big data tools, and the technical complexities of working with GPUs at scale. The conversation takes a personal turn as Holden reveals her latest project: an open-source AI tool that helps people appeal health insurance claim denials. Drawing from personal experiences with denied claims, she has built a system that trains on independent medical review data to generate effective appeals, making it freely available at https://fighthealthinsurance.com while grappling with the classic open-source challenge of sustainable funding. RECOMMENDED BOOKS Holden Karau • Distributed Computing 4 Kids • https://www.distributedcomputing4kids.com Holden Karau • Scaling Python with Dask • https://www.oreilly.com/library/view/scaling-python-with/9781098119867 Holden Karau & Boris Lublinsky • Scaling Python with Ray • https://amzn.to/44GU6cC Holden Karau & Rachel Warren • High Performance Spark • https://amzn.to/3v2eLbn Holden Karau, Konwinski, Wendell & Zaharia • Learning Spark • https://amzn.to/397e2NE Holden Karau & Krishna Sankar • Fast Data Processing with Spark 2nd Edition • https://amzn.to/3xKhXKu Holden Karau • Fast Data Processing with Spark 1st Edition • https://amzn.to/3rHQgOu Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    41 分鐘
  8. Building Modern Databases with the FDAP Stack • Andrew Lamb & Olimpiu Pop

    1月20日

    Building Modern Databases with the FDAP Stack • Andrew Lamb & Olimpiu Pop

    This interview was recorded for GOTO Unscripted. https://gotopia.tech Check out more here: https://gotopia.tech/articles/412 Andrew Lamb - Staff Engineer at InfluxData, ASF Member & PMC Apache DataFusion & Apache Arrow Olimpiu Pop - Technologist & Tech Journalist RESOURCES Andrew https://bsky.app/profile/andrewlamb1111.bsky.social https://x.com/andrewlamb1111 https://github.com/alamb https://www.linkedin.com/in/andrewalamb https://andrew.nerdnetworks.org Olimpiu https://x.com/olimpiupop https://github.com/zroll https://www.linkedin.com/in/olimpiupop Links https://www.influxdata.com/blog/flight-datafusion-arrow-parquet-fdap-architecture-influxdb https://www.cidrdb.org/cidr2005/papers/P19.pdf DESCRIPTION Olimpiu Pop speaks with Andrew Lamb, staff engineer at InfluxData and PMC member of Apache DataFusion and Apache Arrow, about how modern data systems are built using standardized open source components rather than being developed from scratch. Andrew discusses the FDAP Stack (Flight, DataFusion, Arrow & Parquet), the shift from row-based to columnar data storage, and how technologies like Apache Iceberg are enabling a new era of interoperability across data platforms. The discussion covers why this modular approach saves years of development time while providing better performance and compatibility. RECOMMENDED BOOKS Kasun Indrasiri & Danesh Kuruppu • gRPC: Up and Running • https://amzn.to/3sBGBJJ Tomer Shiran, Jason Hughes & Alex Merced • Apache Iceberg: The Definitive Guide • https://amzn.to/488Z30k William Smith • Arrow Flight Protocols and Practices • https://amzn.to/4o2Q2fd Matthew Topol • In-Memory Analytics with Apache Arrow • https://amzn.to/4oJQ6BM Apache Parquet A Complete Guide • https://amzn.to/4i7HVN6 Bluesky Twitter Instagram LinkedIn Facebook 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: gotopia.tech SUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

    30 分鐘
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簡介

The GOTO podcast seeks out the brightest and boldest ideas from language creators and the world's leading experts in software development in the form of interviews and conference talks. Tune in to get the inspiration you need to bring in new technologies or gain extra evidence to support your software development plan.

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