The Need for Speed | 2025 Engineering Benchmarks

Dev Interrupted

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

35:19

We’ve turned intuition into a buzzword—flattened it into a slogan, a gut feeling, or a vague whisper we don’t always know how to hear. But what if intuition is so much more? What if it's one of the most powerful tools we have—and we’ve just forgotten how to use it? In this episode, I’m joined by Hrund Gunnsteinsdóttir , Icelandic thought leader, filmmaker, and author of InnSæi: Icelandic Wisdom for Turbulent Times . Hrund has spent over 20 years studying and teaching the science and art of intuition through her TED Talk, Netflix documentary ( InnSæi: The Power of Intuition ), and global work on leadership, innovation, and inner knowing. Together, we explore what intuition really is (hint: not woo-woo), how to cultivate it in a culture obsessed with logic and overthinking, and why your ability to listen to yourself might be the most essential skill you can develop. In This Episode, We Cover: ✅ Why we’ve misunderstood intuition—and how to reclaim it ✅ Practical ways to strengthen your intuitive muscle ✅ What Icelandic wisdom teaches us about inner knowing ✅ How to use intuition during uncertainty and decision-making ✅ Why trusting yourself is an act of rebellion (and power) Intuition isn’t magic—it’s a deep, internal guidance system that already exists inside you. The question is: are you listening? Connect with Hrund: Website: www.hrundgunnsteinsdottir.com TedTalk: https://www.ted.com/talks/hrund_gunnsteinsdottir_listen_to_your_intuition_it_can_help_you_navigate_the_future?utm_campaign=tedspread&utm_medium=referral&utm_source=tedcomshare Newsletter: https://hrundgunnsteinsdottir.com/blog/ LI: www.linkedin.com/in/hrundgunnsteinsdottir IG: https://www.instagram.com/hrundgunnsteinsdottir/ Book: InnSæi: Icelandic Wisdom for Turbulent Times Related Podcast Episodes: How To Breathe: Breathwork, Intuition and Flow State with Francesca Sipma | 267 VI4P - Know Who You Are (Chapter 4) Gentleness: Cultivating Compassion for Yourself and Others with Courtney Carver | 282 Share the Love: If you found this episode insightful, please share it with a friend, tag us on social media, and leave a review on your favorite podcast platform! 🔗 Subscribe & Review: Apple Podcasts | Spotify | Amazon Music…

about a year ago 31:06

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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.

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225 episodes

Dev Interrupted

The Need for Speed | 2025 Engineering Benchmarks

Dev Interrupted

85 subscribers

published about a year ago

MP3•Episode home

Show Notes:

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

225 episodes

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

All episodes

Dev Interrupted

1
Foresight Over Firefighting: Being Proactive in a Reactive World 44:02

6 days ago44:02

44:02

Still stuck in a reactive loop with incident response, only fixing problems after they happen? JJ Tang, Co-founder and CEO of Rootly, joins host Andrew Zigler to reveal how to shift beyond reactive, leveraging powerful AI and an often-underestimated skill in engineering: genuine customer empathy. Discover how these elements are crucial for navigating the complexities of modern infrastructure and shaping the future of incident management. JJ explores the forefront of incident response automation, discussing how to integrate shiny new tech like AI safely and why deep customer understanding is key to building trust and reliability. Learn about the common pitfalls leaders face, the cultural shifts needed for proactive reliability, and how teams can make our digital world safer. Check out: Beyond Copilot: What’s Next for AI in Software Development Survey: Discover Your AI Collaboration Style Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): LinkedIn: JJ Tang Website: rootly.com Referenced in today's show: OpenAI agrees to buy Windsurf for about $3 billion, Bloomberg News reports Amazon launches first Kuiper internet satellites, taking on Starlink Avoiding Skill Atrophy in the Age of AI Why developers and their bosses disagree over generative 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

1
The End of Specialization? How AI Shapes Modern Dev Teams | Vercel’s Lee Robinson 54:42

13 days ago54:42

54:42

Is front-end vs. back-end an antiquated way to structure engineering teams? With AI augmenting skills, a new model is emerging: the product engineer. This week, Andrew sits down with Lee Robinson, VP of Product at Vercel to crack open the future of the web. As a respected educator and voice in the webdev community ( check out his YouTube! ), Lee shares his unique perspective on building both cutting-edge tools and high-performing teams. As the VP of Product, Lee charts the evolution of developer roles and illustrates for us the rise of "product engineers" who own features end-to-end. Learn how AI tools are not just augmenting specialists but enabling designers, PMs, and founders to build "personal software." We also cover changing team dynamics and get Lee's advice on navigating the hiring process in the AI era, including: why personalization is key for candidates, how managers can spot authenticity (hint: AI-generated cover letters are obvious!) , and why building in public is critical for career growth today. Check out: Beyond Copilot: What’s Next for AI in Software Development Survey: Discover Your AI Collaboration Style Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Website: leerob.com YouTube: @leerob LinkedIn: Lee Robinson Vercel: vercel.com Next.js: nextjs.org v0 by Vercel: v0.dev Referenced in today's show: This week in social, we noticed: AI Duolingo has an AI mandate too Google Just Launched an AI-Powered Duolingo Alternative Intel CEO announces layoffs, restructuring, $1.5 billion in cost reductions, expanded return to office mandate | Tom's Hardware 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

1
AI Gets Eyes and Ears | LiveKit’s Russ d’Sa 53:33

20 days ago53:33

53:33

We've spent decades teaching ourselves to communicate with computers via text and clicks. Now, computers are learning to perceive the world like us: through sight and sound. What happens when software needs to sense, interpret, and act in real-time using voice and vision? This week, Andrew sits down with Russ d'Sa, Co-founder and CEO of LiveKit, whose technology acts as the crucial infrastructure enabling machines to interact using real-time voice and vision, impacting everything from ChatGPT to critical 911 responses. Explore the transition from text-based protocols to rich, real-time data streams. Russ discusses LiveKit's role in this evolution, the profound implications of AI gaining sensory input, the trajectory from co-pilots to agents, and the unique hurdles engineers face when building for a world beyond simple text transfers. Check out: AI Code Reviews: An Engineering Leader’s Survival Guide Survey: Discover Your AI Collaboration Style Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Website: livekit.io GitHub: github.com/livekit X: x.com/livekit Russ: x.com/dsa Referenced in today's show: The Rise of Slopsquatting: How AI Hallucinations Are Fueling a New Class of Supply Chain Attacks Has the VSCode C/C++ Extension been blocked? OpenAI tells judge it would buy Chrome from Google Chain-of-Vibes | Pete Hodgson Seattle crosswalk signals with deepfake Bezos audio may have been hacked with just a cellphone 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

1
The Shift to Agent-Driven API Consumption | Speakeasy’s Sagar Batchu 41:17

27 days ago41:17

41:17

Think building killer APIs like Stripe or Twilio is purely a technical feat? Think again. This week, we dive into why crafting successful APIs is fundamentally an organizational challenge, demanding internal excellence long before code is deployed. Sagar Batchu, co-founder and CEO of Speakeasy, joins us to unpack the crucial role of ownership, design principles, and why even internal APIs benefit from treating them like first-class products. Discover how Conway's Law dictates your API's fate and why achieving that coveted developer experience starts with your company's structure. Getting these foundations right is more critical than ever, as the landscape now faces a dramatic shift with the rise of LLMs and agentic AI. This potentially multiplies API usage and introduces the concept of "Agent Experience" (AX), demanding even greater rigor around clear standards, documentation, and metrics like "Time to First 200." Sagar also explores the emerging Model Context Protocol (MCP) and explains why focusing on developer productivity today prepares you for the AI-driven future of tomorrow. Check out: AI Features Demo: The Future of Productivity Is AI-Driven Survey: Discover Your AI Collaboration Style Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Website: speakeasy.com LinkedIn: Speakeasy X: @speakeasydev Referenced in today's show: It costs nothing to be polite unless you're talking to ChatGPT - then it costs tens of millions Announcing the Agent2Agent Protocol (A2A) - Google Developers Blog A Deep Dive Into MCP and the Future of AI Tooling 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

1
How Marketing Ruined Shift Left | Semgrep’s Tanya Janca 48:52

5 weeks ago48:52

48:52

When it comes to securing software, most developers feel like they're playing catch-up instead of setting the rules. Tanya Janca (SheHacksPurple), author of "Alice and Bob Learn Secure Coding," brings her 28 years of IT and security expertise—spanning counter-terrorism to enterprise training—to Dev Interrupted. She unpacks the common pitfalls teams face when security is treated as an afterthought, highlighting the developer frustration of being held accountable for security without the tools or knowledge needed to succeed. Explore how transforming security from a final gate into an ongoing practice saves money, reduces conflict, and builds better software through clear requirements and true developer empowerment. Tanya provides concrete advice for developers and leaders on creating internal knowledge libraries, fostering continuous learning habits, and critically evaluating AI-generated code to ensure it meets security standards. Speaking of AI's growing role, we're curious how it's reshaping workflows across the industry. Share your own experiences with AI adoption by taking our quick survey to discover your spot on the adoption graph (and what you can do to level up). Check out: Beyond Copilot: Gaining the AI Advantage Survey: Discover Your AI Collaboration Style Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Website: SheHacksPurple LinkedIn: Tanya Janca Book: Alice and Bob Learn Secure Coding Referenced in today's show: Shopify CEO says staffers need to prove jobs can’t be done by AI before asking for more headcount Anthropic flips the script on AI in education: Claude’s Learning Mode makes students do the thinking Celebrate 50 years of Microsoft with the company's original source 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

1
How to Build AI Workflows You Can Trust | Infactory’s Brooke Hartley Moy 43:42

6 weeks ago43:42

43:42

Is your company rushing headlong into AI, only to find it's a 'square peg in a round hole'? This week, Andrew tackles the critical issue of building trust in AI systems with Brooke Hartley Moy, CEO and co-founder of Infactory. Brooke, with her experience at companies like Google and Samsung, cuts through the hype and reveals the biggest misconceptions businesses have about AI. We dive into the 'black box' problem, the importance of high-quality data, and why not all AI is created equal. From seating Matthew McConaughey in the rain to high-stakes medical decisions, we explore the crucial role of domain expertise and the need to move beyond LLM-centric thinking. If you're an engineering leader grappling with AI implementation, this episode is your essential guide to building trustworthy and impactful AI systems. Check out: The Future of Productivity Is AI-Driven Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): infactory.ai Brooke Hartley Moy Referenced in today's show: OpenAI declares AI race “over” if training on copyrighted works isn’t fair use Exploring Generative AI - Birgitta Böckeler AI is "tearing apart" companies, survey finds 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

1
Amazon Q and The Future of Autonomous Development | AWS' Adnan Ijaz 42:38

7 weeks ago42:38

42:38

AI is evolving at a breakneck speed, leaving engineering leaders with a critical dilemma: innovate or fall behind. But how do you experiment with AI without risking your credibility? Andrew Zigler sits down with Adnan Ijaz, Director of Product Management for Next Gen Developer Experience at AWS, to unpack the power of AI agents. Together they discuss how to leverage autonomous AI in your development workflow, and learn from real-world examples like Amazon Q. Dive into the evolving role of the developer and discover how to mentor your AI, not just use it. It's time to shift from task-oriented coding to strategic architecture, and this episode shows you how. But first, co-host Dan Lines frames the conversation by discussing the shift towards measuring the concrete benefits of AI tools in development, rather than just their potential. Dan also provides examples of how to set realistic expectations for AI implementation by focusing on specific tasks and measuring both individual and workflow improvements, highlighting the need for overall workflow optimization. Check out: Translating DevEx to the Board Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Adnan Ijaz Amazon Q Developer 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

1
Ditch the Ticket Factory Mentality | Cosmic Teacups’ Thanos Diacakis 55:09

8 weeks ago55:09

55:09

Imagine a world where your engineering team ships features at lightning speed, and they're genuinely happy doing it. Sounds like a fantasy? It doesn't have to be. This week, we're diving into the secrets of building high-performing, happy engineering teams with Thanos Diacakis, a fractional CTO and engineering coach with over 25 years of experience spanning companies like Uber, where he optimizes software engineering teams and drives technical innovation. Thanos reveals the common mental models that hold teams back, why 'technical debt' is a myth, and how to break free from the 'feature factory' mindset. Together, he and Andrew explore practical strategies for achieving engineering excellence, from mastering iterations to managing complexity, and discover how to build a culture where velocity and happiness go hand in hand. Check out: Translating DevEx to the Board Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): Thanos Diacakis www.cosmicteacups.com Referenced in today's show: FOSS infrastructure is under attack by AI companies Programming is dying. Software development is booming. 1 in 3 Americans say they have layoff anxiety 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

1
Will AI Finally Make TDD Practical? | Diffblue’s Animesh Mishra 46:04

9 weeks ago46:04

46:04

The promise of Test Driven Development (or TDD) remains unfulfilled. Like many other forms of aspirational development, the practice has fallen victim to countless buzzword cycles. What if the answer is already in our toolbox? This week, host Andrew Zigler sits down with Animesh Mishra, Senior Solutions Engineer at Diffblue, to unpack the gap between TDD's theoretical appeal and its practical challenges. Animesh draws from his extensive experience to explain how deterministic AI can address the key challenges of building trust in AI for testing. These aren’t LLMs of today, but foundational machine learning models that can evaluate all possible branches of a piece of code to write test coverage for it. Imagine writing two years worth of tests for a legacy codebase… in two hours… with no errors! If you enjoyed this conversation about the gaps between theory and execution in engineering culture, be sure to check out last week's chat with David Mytton about shift left adoption by engineering teams. Check out: Translating DevEx to the Board Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): www.diffblue.com X: diffbluehq LinkedIn: Diffblue Animesh Mishra 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

1
Can You Buy Your Way to DevSecOps Success? | Arcjet’s David Mytton 48:40

10 weeks ago48:40

48:40

If you're tired of hearing "shift left" in DevSecOps and seeing little real change, you're not alone. In this episode, David Mytton (CEO of ArcJet, founder of Console.dev) breaks down why traditional approaches to developer security often fail. He reveals the core conflict between developers (who want to build fast) and security teams (who want to mitigate risk), and explains why this misalignment of incentives can be detrimental for your software. Learn why simply handing devs more security tools isn't enough. David shares his insights from years of experience reviewing developer tools and building security products. He discusses the importance of developer-centric design, the power of the right incentives, and the need for security solutions that seamlessly integrate into the developer workflow. Plus, he reveals the secrets to successful developer marketing and why traditional approaches often backfire. Tune in to discover how to foster a security-conscious culture within your engineering team, without stifling innovation or creating unnecessary friction. Learn how to empower developers to build secure software by design, and discover the tools and strategies that are shaping the future of DevSecOps. Check out: Translating DevEx to the Board Beyond the DORA Frameworks Introducing AI-Powered Code Review with gitStream Follow the hosts: Follow Ben Follow Andrew Follow today's guest(s): console.dev arcjet.com 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

1
Simplifying the AI Stack | IBM's Dr. Maryam Ashoori 46:23

11 weeks ago46:23

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

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

12 weeks ago1:19:49

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

1
Can Your AI Strategy Be Future-Proof? | Galileo’s Vikram Chatterji 40:59

13 weeks ago40:59

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

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

14 weeks ago1:06:25

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

1
Hunting for a Flywheel | Refactoring’s Luca Rossi 51:38

15 weeks ago51:38