Dev Interrupted podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

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The Dev Interrupted Podcast is the premier podcast for software engineering leaders. Hosts Dan Lines, Ben Lloyd Pearson, and Andrew Zigler invite expert guests from around the world to explore strategy and day-to-day topics ranging from dev team metrics to accelerating delivery. Join us weekly for new episodes.

215 episoder

#Tech #LinearB #Development #Software #Software Development #Data #Agile #DevOps

Dev Interrupted

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Dev Interrupted

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Simplifying the AI Stack | IBM's Dr. Maryam Ashoori 46:23

for 4 dager siden46:23

46:23

This week, Andrew Zigler sits down with Dr. Maryam Ashoori, Senior Director of Product Management for watsonx at IBM. Together they discuss the evolving AI stack for enterprise and the growing skill gap challenging developers. Dr. Ashoori shares insights from a recent survey of 1,000 developers, highlighting the need for better tools and strategies to manage the growing AI tool sprawl. The conversation also explores the rise of AI agents, the potential of no-code AI development, and the future of software engineering in an AI-powered world. But first, co-host Dan Lines (COO of LinearB) sets the stakes for engineering leaders everywhere: the future of technical work will evolve with agentic capabilities. Must we all become “AI managers” now? Check out: 2025 Software Engineering Benchmarks Report Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Maryam Ashoori watsonx.ai Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Why Are Teams Only Aligned During a Crisis? | CircleCI & MongoDB 1:19:49

for 11 dager siden1:19:49

1:19:49

This week, Ben and Andrew dive into the (surprisingly?) complex world of calculator apps, analyze how AI is revolutionizing the technical interview, and dissect the emerging “two-tier” economy around AI. What side of the curve does your org fall on? Then, the conversation goes on site to San Francisco, where host Dan Lines hosts Rob Zuber (CTO, CircleCI) and Tara Hernandez (VP of Dev Productivity at MongoDB) for a discussion of LinearB's 2025 Software Engineering Benchmarks Report. We unpack the report's surprising findings on the PR lifecycle, project management hygiene, DORA metrics, code quality, and predictability, with key takeaways for optimizing your engineering team's performance. Be sure to grab your copy of the report to follow along with Dan, Rob & Tara. Check out: 2025 Software Engineering Benchmarks Report Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Rob Zuber Tara Hernandez Referenced in today's show: "A calculator app? Anyone could make that." ‘Two-tier’ AI economy is emerging between startups and corporations, with large organizations falling behind, AWS EMEA chief says AI Killed The Tech Interview. Now What? | Kane Narraway New Junior Developers Can’t Actually Code Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Can Your AI Strategy Be Future-Proof? | Galileo’s Vikram Chatterji 40:59

for 18 dager siden40:59

40:59

Ben and Andrew open the show by dissecting why AI can't see gorillas, how big banks are stepping up to attract tech talent, and why focus is becoming the must-have resource for devs. Then, Vikram Chatterji, co-founder and CEO of Galileo, joins Andrew for a discussion on how engineering leaders can future-proof their AI strategy and navigate an emerging dilemma: the pressure to adopt AI to stay competitive, while justifying AI spend and avoiding risky investments. To accomplish this, Vikram emphasizes the importance of establishing clear evaluation frameworks, prioritizing AI use cases based on business needs and understanding your company's unique cultural context when deploying AI. Check out: 8 Habits of Highly Productive Engineering Teams Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Book a demo Follow the hosts: Follow Ben Follow Andrew Follow today's guest: Vikram Chatterji Referenced in today's show: Your AI can’t see gorillas How banks caught up in the battle for developer talent The skill of the future is not 'AI', but 'Focus' Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Why Teams Will Break This Year (and How to Fix Them) | Battery Venture’s Dharmesh Thakker 1:06:25

for 25 dager siden1:06:25

1:06:25

Live from San Francisco, Dev Interrupted explores the future of developer productivity with Ori Keren (CEO, LinearB) and Dharmesh Thakker (General Partner, Battery Ventures). The conversation, recorded before a live audience in San Francisco, examines the exciting possibilities and potential challenges of AI-powered tools, from code completion and review to the more advanced agentic AI. Moderated by Ben Lloyd Pearson, this episode captures the excitement of the event, including audience Q&A and feedback. Ori and Dharmesh share their insights on how these trends will shape the future of software development over the next 12 to 24 months, offering predictions and practical advice for engineering teams and leaders. Discover how these shifts will impact your work and the broader tech industry. Check out: 8 Habits of Highly Productive Engineering Teams Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Book a demo Follow the hosts: Follow Ben Follow Andrew Follow today's guest: Follow Dharmesh Thakker Referenced in today's show: OpenAI CEO Sam Altman Says They've 'Been on the Wrong Side of History Software development topics I've changed my mind on after 10 years in the industry Chat is a bad UI pattern for development tools NASA is going to do a Twitch stream from the ISS Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Hunting for a Flywheel | Refactoring’s Luca Rossi 51:38

for 5 weeks siden51:38

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To open the show, Ben and Andrew dive into the latest headlines about DeepSeek from last week. We answer questions like “why did everyone search ‘Jevons paradox'?” and discuss strategic AI investments from financial giants like Goldman Sachs. These moves underscore the growing importance of strong engineering leadership in the age of AI. Then, Luca Rossi of Refactoring joins us to discuss his latest research. Drawing from a comprehensive survey of engineering professionals (thanks to you!) , Luca breaks down the key traits and practices of successful engineering teams, revealing surprising correlations between team happiness, shipping frequency, and recognition by non-technical leadership. Be sure to grab your copy of the report to follow along with today’s insights. Show Notes: Dev Interrupted Survey Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Book a demo Follow the hosts: Follow Ben Follow Andrew Follow today's guest: Follow Luca Referenced in today's show: IBM cashing in on AI AI Stocks: How DeepSeek Changed Views On U.S.-China Artificial Intelligence Competition | Investor's Business Daily William Stanley Jevons Goldman Sachs hires Amazon exec in senior AI engineering role | Reuters Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Low-Code Won’t Replace You | Camunda’s Bernd Ruecker 45:30

for 6 weeks siden45:30

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Ben and Andrew open the show by discussing the emergence of the DeepSeek AI model, Google's shakeup of the SEO landscape, and speculate on whether or not we're seeing the death of free APIs. Then, Ben sits down with Bernd Ruecker, Co-Founder and Chief Technologist at Camunda, to explore how low code solutions are changing the game for developers. They discuss how these tools allow developers to focus on more complex challenges, and delve into the importance of understanding when to leverage low code versus custom solutions, and the evolving role of developers in a world increasingly driven by automation. Finally, do us a favor and fill out the Dev Interrupted listener survey ! You'll be our best friend forever :-) Show Notes: Dev Interrupted Survey Beyond the DORA Frameworks Workshop (Jan. 29, 30) Follow Ben Follow Andrew Follow Bernd Learn more at: camunda.com Camundacon 2025 Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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The Need for Speed | 2025 Engineering Benchmarks 31:06

for 7 weeks siden31:06

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Want to ship better software? Get in the fast lane. This week, hosts Ben Lloyd Pearson and Andrew Ziegler open the episode with a discussion of some of the tech topics dominating the news cycle like Microsoft's restructuring to focus on AI, a potential TikTok ban in the U.S. and a status check on New Year's resolutions. Then, joined by Dan Lines, they shift their focus to the 2025 Engineering Benchmarks Report by LinearB. This in-depth conversation explores the crucial link between developer experience and productivity, the impact of project management hygiene on development, and new metrics like PR maturity and project traceability. Within this data-driven discussion, uncover key insights on how smaller PRs boost velocity and quality, the connection between longer cycle times and increased change failure rates, and the ideal investment profiles for engineering teams. Show Notes: Beyond the DORA Frameworks Workshop (Jan. 29, 30) 2025 Engineering Benchmarks Watch Rob Zuber (CircleCI) & Tara Hernandez (MongoDB) explore insights from the 2025 Engineering Benchmarks Report Follow Ben Follow Andrew Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Managing Developer Feedback Effectively | Atlassian’s Andrew Boyagi 41:48

for 8 weeks siden41:48

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Is your company relying on surveys alone to bridge the gap between developers and managers? In this episode of Dev Interrupted, host Ben Lloyd Pearson and Dan Lines, COO of LinearB, dive into the perceived misalignment between engineers and their leaders on improving developer experience. Together, they emphasize the importance of data-driven insights over relying solely on surveys, highlighting how quantifiable metrics can illuminate issues like technical debt and build times. The conversation also touches on the power of setting clear, company-wide goals to boost developer experience and productivity. Next, Conor Bronsdon, in his final episode as host, sits down with Andrew Boyagi, Atlassian's head of DevOps Evangelism. Andrew brings a wealth of knowledge on developer experience, emphasizing the need for transparency, the nuances of measuring productivity, and the crucial role of company culture in aligning development teams with business goals. Show Notes: Beyond the DORA Frameworks Workshop (Jan. 29, 30) 2025 Engineering Benchmarks Follow Ben Follow Conor Follow Atlassian Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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The Hero Culture Trap | Sowmya Subramanian 53:58

for 9 weeks siden53:58

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How do you build a culture that balances operational excellence with developer happiness? By shifting from firefighting to foresight. Kick off Season 5 of Dev Interrupted with hosts Ben Lloyd Pearson, Andrew Zigler, and Dan Lines as they share their New Year's resolutions and welcome Sowmya Subramanian , whose leadership journey spans Google, YouTube, and Oracle, to the show. From redefining metrics like DORA to adapting processes like Fix-It Weeks, Soumya discusses dismantling the “hero” mindset that rewards firefighting, aligning engineering with business priorities, and creating rituals that scale teams without sacrificing creativity. Tune in to learn how Sowmya’s holistic approach to metrics, culture, and tooling creates resilient teams and products that scale without breaking a sweat. Show Notes: Beyond the DORA Frameworks Workshop (Jan. 29, 30) 2025 Engineering Benchmarks Follow Sowmya Follow Ben Follow Andrew Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Season 4 Finale: A Fond Farewell, What’s Next & Would You Rather 40:34

for 12 weeks siden40:34

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It's the end of an era on Dev Interrupted as we say farewell to host Conor Bronsdon and welcome a fresh voice, Andrew Zigler! Join us for a nostalgic trip down memory lane as Conor revisits his favorite interviews and moments from Season 4 and beyond, including discussions on chaos engineering, technical debt, and the human side of managing software engineers. He shares memorable stories from guests like Charity Majors, Rob Zuber, Kelly Vaughn, and many more, while reflecting on the evolution of Dev Interrupted and its impact on the engineering leadership community. But it’s not all bittersweet. Get an exclusive sneak peek at the exciting changes coming to Dev Interrupted in 2025. Expect the show to double down on research and data, explore new formats, and even hit the road with live events. Plus, the Dev Interrupted Substack will feature more frequent newsletters, unique analysis of research white papers, and insights from guest writers. You don’t want to miss this special episode filled with laughter, reflection, and a surprise holiday-themed game of Would You Rather. The team is taking off the holidays but we’ll see you back here on January 7th for the start of Season 5! Show Notes: 2025 Engineering Benchmarks Insights Webinar Keep up with Conor: Substack Listen to Conor at: Chain of Thought Podcast Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Developer Productivity Will Decline in 2025 | Predictions from LinearB’s Ori Keren 38:26

for 13 weeks siden38:26

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2025 will test every assumption about how engineering teams work. With the new year fast approaching Ori Keren, CEO of LinearB, has some bold predictions that might surprise you, like why developer productivity could actually go down in 2025. Yep, you read that right. As AI tools flood the market, we might see a dip in both productivity and creativity before the long-term benefits kick in. It’s a wake-up call for engineering leaders to rethink how they lead their teams. Ori dives into the trends that’ll dominate: - AI’s rise - The ever-growing need for cybersecurity - Why DevEx and developer productivity are heading for a showdown His advice? Stop flying blind. “You can’t optimize what you don’t measure,” he says. If you’re leading an engineering org, this episode is your 2025 game plan: a mix of data-driven decision-making and people-first strategies to stay ahead in a year of change. Don’t miss this insightful fusion of qual and quant. Show Notes: Join us at Dev Interrupted Live! 2025 Engineering Benchmarks Insights Webinar Follow Ori Follow Ben Follow Andrew Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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From Rockets to Roadmaps: An Engineer's Guide to Product Success | Sift Stack’s Austin Spiegel 28:51

for 14 weeks siden28:51

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What’s the secret to building better products? Letting engineers drive the vision. This week, host Ben Lloyd Pearson interviews Austin Spiegel, co-founder and CTO of Sift Stack, who previously spent years leading engineering teams at SpaceX. Austin reveals how SpaceX's unique engineering culture, which eliminated the product management layer, influenced his approach to building Sift Stack, including the implementation of a forward-deployed engineering team. Learn how this approach leads to faster development cycles, happier customers, and more innovative products. Austin also argues that we're entering a new era where the most valuable engineers aren't just skilled coders, but also savvy business thinkers. He believes that as software development becomes easier due to the proliferation of AI, engineers who can connect their technical expertise with a deep understanding of customer needs and market trends will have a significant competitive advantage. Show Notes: 2025 Engineering Benchmarks Insights Webinar Read The secret to better products? Let engineers drive vision Follow Sift Stack on LinkedIn Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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From Fear to Function: Rethinking Engineering Processes | Stytch’s Julianna Lamb 25:28

for 15 weeks siden25:28

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Most developers (ourselves included) want to run for the hills when they hear the words “engineering process.” But it turns out, the biggest danger to your team may not be having enough process. You don’t have to take our word for it. This week’s guest made a believer out of us and we’re willing to bet she’ll make a believer out of you too. Julianna Lamb, co-founder and CTO of Stytch, understands that engineering processes can be a sensitive subject for developers. But she argues that the right amount of process can actually boost your team's velocity and empower them to take ownership. Julianna shares insights on how to right-size processes for teams, implement effective project life cycles, and address friction points to ensure smooth workflows. Show Notes: Refactoring x Dev Interrupted Survey Learn more about Stytch Julianna’s LinkedIn Julianna’s Twitter Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Are Only 20% of Devs Happy? | Stack Overflow’s Erin Yepis 45:49

for 16 weeks siden45:49

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This week, Dev Interrupted dives into the 2024 Stack Overflow Developer Survey, revealing a surprising statistic: only 1 in 5 developers are happy in their jobs. Stack Overflow's Senior Analyst of Market Research and Insights, Erin Yepis, joins host Ben Lloyd Pearson to discuss the survey's findings and explore the reasons behind this widespread dissatisfaction. From salary woes and workplace settings to the ever-present burden of technical debt, they dissect the factors impacting developer happiness. Later, Dan Lines offers his perspective, drawing on LinearB's data to pinpoint three key challenges to developer satisfaction. He also shares valuable strategies for tackling technical debt, a growing concern as more companies transform into software-driven businesses. Show Notes: 2025 Engineering Benchmarks Insights Webinar Refactoring x Dev Interrupted Survey 2024 Stack Overflow Developer Survey Check out Erin’s blog Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

Dev Interrupted

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Making Sense of Agentic AI | ThoughtWorks Birgitta Boeckeler 47:40

for 17 weeks siden47:40

47:40

There’s AI agents. There’s AI tooling. Do either drive business impact or are they just more things your dev team is supposed to stay on top of? Birgitta Boeckeler, Global Lead for AI Assisted Software Delivery at ThoughtWorks, joins the show to discuss the practical applications of AI in software delivery. She shares her research on AI agents, highlights areas where AI hasn't lived up to the hype, and offers concrete examples of useful AI tools for development teams. Dan Lines then joins the conversation to provide his perspective on how engineering leaders can leverage these insights to effectively implement AI within their own teams. He also discusses LinearB's efforts in helping software teams measure the business impact of AI. Show Notes: 2025 Engineering Benchmarks Insights Webinar Refactoring x Dev Interrupted Survey Birgitta’s LinkedIn Birgitta’s website Martin Fowler Memos Support the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever…

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