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Unlocking AI in DevOps with IBM's Watson xCode with Keri Olson

TestGuild Devops Toolchain Podcast

Release Date: 03/05/2025

GraphQL in the Age of AI Agents – Insights from Apollo’s CEO Matt DeBergalis show art GraphQL in the Age of AI Agents – Insights from Apollo’s CEO Matt DeBergalis

TestGuild Devops Toolchain Podcast

In this episode of the TestGuild DevOps Toolchain Podcast, Joe Colantonio sits down with Matt DeBergalis, CEO of Apollo GraphQL, to explore how GraphQL is transforming the way teams build, ship, and scale applications. Matt shares his journey from open-source pioneer to leading one of the most widely adopted GraphQL platforms in the world—and why GraphQL is more relevant than ever in the age of AI, microservices, and agent-based applications. You’ll discover: How GraphQL eliminates over-fetching, reduces technical debt, and accelerates feature delivery Why it’s a natural fit for AI...

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AI-Powered Predictive Autoscaling for Kubernetes with Jennifer Rahmani show art AI-Powered Predictive Autoscaling for Kubernetes with Jennifer Rahmani

TestGuild Devops Toolchain Podcast

In this episode of the TestGuild DevOps Toolchain Podcast, host Joe Colantonio sits down with Jennifer Rahmani, Co-founder and COO of Thoras.ai, a company redefining how infrastructure scales with AI-driven predictive technology. Drawing from her years as a DevOps engineer in the defense tech sector, Jennifer shares how she and her twin sister turned real-world frustrations into a reliability-first platform that eliminates the guesswork from scaling. We discuss how Thoras.ai integrates with Kubernetes to predict workload demand minutes—or even hours—in advance, allowing teams to maintain...

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Are AI Agents Replacing Contract Testing? DevOps Insights from Matt Fellows show art Are AI Agents Replacing Contract Testing? DevOps Insights from Matt Fellows

TestGuild Devops Toolchain Podcast

Curious if AI will automate your contract testing—or wreck it? Add AI to Your DevOps Now:   In this episode of the DevOps Toolchain Podcast, I sit down with Matt Fellows, co-founder of Pacflow and core maintainer of the PACT framework (now under SmartBear). We dive into the evolution of contract testing, how agentic AI tools like Copilot and Cursor are shaping testing workflows, and what the next 3–5 years might look like for API validation. We also get real about: Why test quality matters more in an AI-driven pipeline How autonomous testing may...

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From Testing to DevOps – A Career Move That Makes Sense with Maciek Konkolowicz show art From Testing to DevOps – A Career Move That Makes Sense with Maciek Konkolowicz

TestGuild Devops Toolchain Podcast

Today, we’re diving into a hot topic for many in the software industry: leaping testing to DevOps. Joining us is Maciek Konkolowicz, a senior DevOps manager at an AI-driven test automation platform, who brings more than a decade of experience ensuring software quality and accelerating delivery. Checkout SmartBear InsightHub Now:  Maciek shares his journey from functional test automation to DevOps leadership, offering real-world insight into what motivated his career shift, the skills and mindset that helped him thrive, and how the lines between testing and DevOps continue to blur with...

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Scaling to Millions & Beyond with Mohammed Ali Chherawalla (Mac) show art Scaling to Millions & Beyond with Mohammed Ali Chherawalla (Mac)

TestGuild Devops Toolchain Podcast

How do you go from idea to impact—without wasting time or overbuilding too early? In this episode, Joe Colantonio is joined by Mac, CTO at Wednesday Solutions, to dive deep into what it really takes to scale software smartly and sustainably. They explore the mindset and systems needed to go from MVP to product-market fit, how to think about scaling for 3 years (not forever), and the biggest distribution mistakes startups make. You’ll also hear hard-earned lessons on using AI tools effectively, when to skip hyped tech (like serverless), and why building great software isn’t enough—you...

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Scaling Smart: DevOps Techniques for Cloud-Native Success with Jacek Marmuszewski show art Scaling Smart: DevOps Techniques for Cloud-Native Success with Jacek Marmuszewski

TestGuild Devops Toolchain Podcast

On this episode host Joe Colantonio sits down with Jacek Marmuszewski of Let's Go DevOps, an expert with more than a decade of experience building and managing mission-critical cloud infrastructure for companies like Sabre and Oracle, as well as for numerous startups. Try out Insight Hub free for 14 days now: Jacek shares his journey from a Java and C programmer to a cloud-native advocate and DevOps platform engineer, offering invaluable insights into what it truly takes to create scalable, secure, and cost-effective cloud environments. Together, they dig into the most common misconceptions...

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AI, IoT, and the Future of DevSecOps with Hariharan Ragothaman show art AI, IoT, and the Future of DevSecOps with Hariharan Ragothaman

TestGuild Devops Toolchain Podcast

In this episode of the DevOps Toolchain podcast, we dive deep into the evolving intersection of AI, IoT, and embedded systems with special guest Hariharan Ragothaman who's a seasoned technologist and DevSecOps expert. Try out Insight Hub free for 14 days now: Hariharan shares how he went from programming in BASIC as a kid to leading cutting-edge AI server validation today. We explore the mindset shifts needed when moving from embedded systems to cloud-native architectures, and why having a security-first approach isn’t just optional anymore — it's essential. We also discuss: ✅...

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When the Cloud Isn’t an Option: Securing Your API Testing Strategy with Thomas Hurley show art When the Cloud Isn’t an Option: Securing Your API Testing Strategy with Thomas Hurley

TestGuild Devops Toolchain Podcast

In this episode of the DevOps Toolchain podcast, host Joe Colantonio sits down with Thomas Hurley, Product Lead at SmartBear for ReadyAPI and SoapUI, to unpack everything you need to know about modern API testing in secure, regulated, and high-stakes environments. Check out SmartBear’s ReadyAPI Now:  We explore why some organizations still choose on-prem API testing despite the cloud boom, and the critical role of data security, compliance, and control. Thomas delves into how teams can utilize service virtualization to overcome dependencies, accelerate shift-left testing, and simulate...

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Automating the DevOps Pipeline with Maurice McCabe show art Automating the DevOps Pipeline with Maurice McCabe

TestGuild Devops Toolchain Podcast

On this episode of the TestGuild DevOps Toolchain, host Joe Colantonio is joined by Maurice McCabe, a seasoned AI engineer from AIA Systems whose expertise spans over two decades and the rise of agentic AI. Together, they dive deep into the rapidly evolving world of DevOps, AI-driven development, and modern product testing. Maurice shares his experiences from the early days of machine learning to today's generative AI revolution, uncovering how tools like Replit and smart browsers are transforming the way products are built, tested, and deployed. Whether you're a developer looking to keep your...

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How to Grow your Career in Cybersecurity with Grant McCracken show art How to Grow your Career in Cybersecurity with Grant McCracken

TestGuild Devops Toolchain Podcast

In today's episode, we discuss cybersecurity with Grant McCracken, a seasoned expert with over 13 years of experience in ethical hacking and executive-level cybersecurity roles. As the founder of Dark Horse Security, Grant shares his journey into the field, practical advice for aspiring ethical hackers, and actionable tips for organizations navigating the challenges of security in the AI era. From hands-on learning resources like Hack the Box and bug bounty programs to the real risks and rewards of using AI-generated code, Grant demystifies the realities of modern security threats. He also...

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More Episodes

In this episode of the DevOps Toolchain podcast, host Joe Colantonio welcomes Keri Olson, Vice President of Product Management, AI for Code at IBM.

Try SmartBear Insight Hub: https://testguild.me/insighthub

Keri, an expert in AI-powered software development solutions, shares insights on the transformative impact of generative AI in various business functions, particularly in software development and IT processes.

Discover how IBM's Watson X platform, designed to build and deploy generative AI across enterprises, is revolutionizing application modernization, especially for legacy systems like mainframes.

Listen in as Keri explains the unique features of Watson xCode Assistant and how it's enabling businesses to streamline their software development lifecycle. Whether you're curious about deploying AI for code or understanding the future of AI in DevOps, this episode is packed with actionable insights and expert advice.