The Infoq Podcast

In this podcast, Apoorva Joshi, Senior AI Developer Advocate at MongoDB, discusses how to evaluate software applications that use the Large Language Models or LLMs and how to improve the performance of LLM based applications. Read a transcript of this interview: https://bit.ly/3WEppT6 Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ InfoQ Dev Summit Boston (June 9-10, 2025) Actionable insights on today’s critical dev priorities. devsummit.infoq.com/conference/boston2025 InfoQ Dev Summit Munich (Save the date - October 2025) QCon San Francisco 2025 (17-21, 2025) Get practical inspiration and best practices on emerging software trends directly from seni

What Does It Mean to Be Green in IT? That's the question that begins chapter one in Building Green Software. In this episode, Thomas Betts is joined by two of the book's authors, Anne Currie and Sara Bergman. The discussion covers general themes and digs into some practical advice for all software practitioners. Read a transcript of this interview: https://bit.ly/4abd12h Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ InfoQ Dev Summit Boston (June 9-10, 2025) Actionable insights on today’s critical dev priorities. devsummit.infoq.com/conference/boston2025 InfoQ Dev Summit Munich (Save the date - October 2025) QCon San Francisco 2025 (17-21, 2025) Get

Live from the QCon San Francisco Conference, we are talking with Susan Shu Chang, Principal Data Scientist at Elastic. Chang shares insights on bridging foundational machine learning with generative AI, emphasizing the importance of deploying ML models effectively, leveraging collaborative tools for prototyping, and aligning team roles with the ML life cycle to create scalable AI solutions. Read a transcript of this interview: https://bit.ly/4gzllet Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ InfoQ Dev Summit Boston (June 9-10, 2025) Actionable insights on today’s critical dev priorities. devsummit.infoq.com/conference/boston2025 InfoQ Dev Summit

In this year-in-review episode, Daniel Bryant, along with InfoQ podcast hosts Thomas Betts, Shane Hastie, Srini Penchikala, and Renato Losio, reflect on the trends and developments of 2024 across key domains: architecture, culture and methods, AI and data engineering, and cloud and DevOps. The conversation covers the rise of AI as a ubiquitous enabler, the growing focus on green software, platform engineering’s mainstream emergence, and the ongoing challenges of balancing human and technical evolution. Read a transcript of this interview: https://bit.ly/3VLkNdx Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ InfoQ Dev Summit Boston (June 9-10, 2025) Ac

In this special episode, Roland and Anthony meet at QCon San Francisco to discuss Time and Travel. Roland presents three case studies where temporal misunderstandings in data science led to poor predictive performance. Anthony tells the story of how the first Transcontinental Railroad shortened travel times between the East and West Coasts of the United States, and how some practices in the construction of that railroad were similar to practices in today’s software industry. Read a transcript of this interview: https://bit.ly/49DH9TN Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ InfoQ Dev Summit Boston (June 9-10, 2025) Actionable insights on today’s

In this episode, Ixchel Ruiz, Senior Software Developer at Karakun, and Gunnar Morling, Software Engineer at Decodable, sat down with podcast host Michael Redlich, Lead Editor of the Java topic at InfoQ, and discussed the recent publication of the InfoQ Java Trends Report. Topics covered included: the advantages of the Java six-month release cadence; Project Lilliput and compact object headers; nullability in Java; the impact of Python; and the One Billion Row Challenge. Read a transcript of this interview: https://bit.ly/3OPIH3E Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: QCon London

Live from the QCon San Francisco Conference, we are talking with Denys Linkov, Head of Machine Learning at Voiceflow. Linkov shares insights on using micro metrics to refine large language models (LLMs), highlighting the importance of granular evaluation, continuous iteration, and rigorous prompt engineering to create reliable and user-focused AI systems. Read a transcript of this interview: https://bit.ly/49tOvt8 Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ InfoQ Dev Summit Boston (June 9-10, 2025) Actionable insights on today’s critical dev priorities. devsummit.infoq.com/conference/boston2025 InfoQ Dev Summit Munich (Save the date - October 2025

Michael Stiefel spoke with Ken Finnigan about how the lack of feedback impedes the development of software professionals. Without feedback, the right candidates are not hired, software professionals cannot improve or grow into new roles, or individuals stagnate or regress in their current positions. Feedback must also be delivered at the right time - when it can be effectively used. Read a transcript of this interview: https://bit.ly/4fjmLto Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies. https://qconsf.com/ QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software

In this podcast episode, Roland and Anthony discuss the Godfather of AI, Geoffrey Hinton, who developed pivotal algorithms like backpropagation, contributed to neural visualization with t-SNE, and inspired a resurgence in neural networks with AlexNet's success. Hinton now voices concerns about AI's future, addressing both its potential benefits and its risks. They then turn to John von Neumann, the Godfather of Programming, whose vast impact spanned mathematics, the Manhattan Project, and game theory, but most importantly: the von Neumann computer hardware architecture. Read a transcript of this interview: https://bit.ly/3NGiTXb Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software

In this podcast, Namee Oberst, co-founder of AI Bloks, the company behind AI framework LLMWare, discusses the recent trend in Generative AI and Language Model technologies, the Small Language Models (SLMs) and how these smaller models are empowering the edge computing on devices and enabling AI-powered PC's. Read a transcript of this interview: https://bit.ly/3O9LZOZ Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies. https://qconsf.com/ QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ Save the date: InfoQ Dev Summit Bost

In this podcast, Roland and Anthony discuss the use of simulation of both musical instruments and robots. They explore how software and sampling techniques allow musicians to replicate the sounds of real instruments and to design better pianos before manufacturing. They discuss how robot simulations allow testing code safely in virtual environments, avoiding costly or dangerous real-world consequences. The conversation extends to frameworks like Gazebo, Unity, and reinforcement learning platforms, and also how simulations cannot always bridge the gap between training in virtual spaces and real-world execution. Read a transcript of this interview: https://bit.ly/4ff74TB Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging soft

In this podcast, Roland Meertens and Anthony Alford discuss coordinate systems, both in AI and the physical world. They explore how a library's classification systems mirror the concept of embeddings in AI, where documents are organized based on similarity and how AI tools like RAG use vector spaces to efficiently retrieve the right content. They then discuss physical coordinate systems and how different countries have developed various schemes to represent the Earth’s surface, such as the UK's Ordnance Survey and the Netherlands' Rijksdriehoekscoördinaten. Read a transcript of this interview: https://bit.ly/3A6oUsL Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers a

In this episode of Generally AI, Roland Meertens and Anthony Alford discuss the historical cycles of AI "summers" and "winters": periods of optimism and decline in AI research. The conversation follows the story of neural networks, from Rosenblatt’s perceptron, to the resurgence of AI with backpropagation and deep learning in the 2010s. They also explore the potential for a future "AI Winter", as technological advances face both hype and skepticism. They then discuss the A* search algorithm, which was developed in 1968 and remains a key tool in AI and computer science. The algorithm's lasting relevance and flexibility make it useful across fields like mapping, video games, and even chess engines. Read a transcript of this interview: https://bit.ly/3BxgaMW Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Franci

In this podcast Michael Stiefel spoke with Bernd Ruecker about how important process orchestration is for solving business problems, and how it is often misunderstood by architects and developers. They also spoke about the importance of visual tools, training new developers, and the dangers of being trapped by the joy of technology. Read a transcript of this interview: https://bit.ly/3YfOPaP Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: https://www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies. https://qconsf.com/ QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. https://qconlondon.com/ Save the da

In this podcast, Roland Meertens and Anthony Alford discuss their favorite algorithms, starting with the etymology of the word "algorithm." They explore the Fibonacci sequence and the many algorithms for computing it. Roland introduces the concept of probabilistic counting, focusing on the HyperLogLog algorithm, which can be used to estimate the count of unique items. Meertens also shares his own personal algorithm for estimating how many people he talks to at conferences. Read a transcript of this interview: https://bit.ly/3XKJZ3V Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies. qconsf.com/ QCon London (April 7-9, 2025) Discover new ideas and in

QCon conferences cover emerging trends in software, and this episode features members of the QCon San Francisco 2024 programming committee discussing those trends selected to be the focus of this year’s QCon San Francisco. This discussion is similar to InfoQ trends reports, with expert practitioners highlighting the technologies and practices that they feel deserve attention. Read a transcript of this interview: https://bit.ly/3Bk912b Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies. qconsf.com/ QCon London (April 7-9, 2025) Discover new ideas and insights from senior practitioners driving change and innovation in software development. qconlondon

Hosts Roland and Anthony discuss how AI is being used to make creativity more accessible. While some Generative AI content lacks variety and artistic depth, there is potential for AI to assist human creators rather than replace them. They also explore the challenge of evaluating generative AI models. Unlike with non-generative AI models, Gen AI evaluation lacks clear ground truth, especially for creative tasks such as image generation or music creation. The conversation covers different evaluation methods for language models and image generation systems, including metrics like BLEU, ROUGE, BERTScore, and CLIPScore, as well as the role of human judges in ranking AI outputs. Read a transcript of this interview: https://bit.ly/3XTkjmO Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: QCon San Francisco (November 18-22, 2024) Get p

This episode provides an overview of the real-world technologies involved in the umbrella phrase Artificial Intelligence. Anthony Alford explains just enough about machine learning, large language models, retrieval-augmented generation, and other AI terms which today’s software architects need to be able to discuss. Read a transcript of this interview: https://bit.ly/3TnfbVI Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: InfoQ Dev Summit Munich (Sept 26-27, 2024) Practical learnings from senior software practitioners navigating Generative AI, security, modern web applications, and more. devsummit.infoq.com/conference/munich2024 QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emerging software trends directly from senior software developers at early adopter companies. qconsf.com/ QCo

In this podcast episode, speakers from the InfoQ Summit Munich 2024 discuss the recent CrowdStrike incident, which triggered widespread outages and highlighted vulnerabilities in cloud infrastructure. The industry experts share personal experience and emphasize the importance of resilience in IT systems, the implications of cloud dependency, and the lessons learned about risk management and automation in organizations. Read a transcript of this interview: https://bit.ly/4gbCew8 Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: InfoQ Dev Summit Munich (Sept 26-27, 2024) Practical learnings from senior software practitioners navigating Generative AI, security, modern web applications, and more. devsummit.infoq.com/conference/munich2024 QCon San Francisco (November 18-22, 2024) Get practical inspiration and best practices on emer

In this episode of the podcast, members of the InfoQ editorial staff and friends of InfoQ will be discussing the current trends in the domain of AI, ML and Data Engineering. One of the regular features of InfoQ are the trends reports, which each focus on a different aspect of software development. These reports provide the InfoQ readers and listeners with a high-level overview of the topics to pay attention to this year. InfoQ AI, ML and Data Engineering editorial team met with external guests to discuss the trends in AI and ML areas, and what to watch out for the next 12 months. This podcast is a recording of this discussion where panelists discuss how the innovative AI technologies are disrupting the industry. Read a transcript of this podcast panel: https://bit.ly/3LXMcUk Subscribe to the Software Architects’ Newsletter for your monthly guide to the essential news and experience from industry peers on emerging patterns and technologies: www.infoq.com/software-architects-newsletter Upcoming Events: I