Simplifying the AI/ML to Production Pipeline with Görkem Ercan

Today, we're joined by Görkem Ercan , Jozu's CTO. With over 25 years of experience in developer tools and DevOps, Gorkem has significantly contributed to projects like Eclipse and the VS Code Java Extension. In this episode, we'll dive into the intricate world of AI and machine learning in regulated industries, the importance of data science teams, and how Jozu's innovative open-source project, KitOps ML, aims to streamline AI/ML model management. We'll also explore the growing necessity of MLOps, the unique challenges of integrating AI/ML models into existing systems, and the evolving role of AI in coding. Get ready for an enlightening discussion on the future of AI technologies, compliance, and how developers can better navigate this rapidly changing landscape. Listen up!

Welcome to another exciting episode of the DevOps Toolchain Podcast! Today, we're diving deep into AI Code Quality in DevOps with our special guest, Itamar Friedman, CEO and co-founder of Qodo, formerly Codium AI. Itamar shares his insights on how automation—specifically AI—is poised to exceed expectations, drawing parallels with historic technological revolutions like electricity and transistors. We'll explore the evolving role of developers as AI takes on more tasks, emphasizing that while AI can increase productivity and skill set, human expertise in complex problem-solving and code verification remains irreplaceable. Itamar introduces us to Qodo's innovative tools that significantly enhance test suite coverage and code quality and discusses the importance of developing AI as a core skill, much like learning a new programming language. We'll also tackle the current and future landscape of end-to-end testing, the concept of "flow engineering," and the complex balance between code generation and quality assurance. Itamar offers a glimpse into the future of technical product management with AI-driven feature generation and the potential emergence of new roles such as "AI Guardrail Engineers." Prepare for an enlightening discussion on the challenges, opportunities, and advancements in AI-driven software development. Let's get started!

Welcome to another fantastic session of the DevOps Toolchain podcast! Today, we have a genuinely transformative episode lined up for you. Dagna Bieda joins us; an engineer turned career coach who shares her journey from coding to guiding tech professionals toward impactful career transformations. In this episode, Dagna reveals her unique approach to identifying and bridging skill gaps. She mainly focuses on the often-overlooked yet pivotal soft skills imperative for career advancement in roles like staff engineer, architect, and CTO. We'll delve into her strategies for tackling burnout, overcoming impostor syndrome, and setting essential personal boundaries derived from her personal experiences and coaching expertise. Dagna also sheds light on the art of self-marketing for developers and redefines it as an honest form of educating others about your value. She introduces concepts from her new book, "Brain Refactor: Optimize Your Internal Code to Thrive in Tech and Engineering," showcasing how psychological insights can help reprogram your mindset for success. This episode is packed with valuable tips, from outlining practical steps to restructure your mental 'code' to sharing actionable techniques for receiving and handling feedback constructively. Join us as we explore how refactoring your brain can be the key to unlocking new career heights.

Today, we're speaking with Brian Vallelunga, the founder and CEO of Doppler, the pioneering secrets management platform designed specifically for developers. Brian's journey is nothing short of inspiring. From his early days as an intern at Uber, where he made significant safety improvements, to being named one of Forbes 30 under 30, Brian's assertive and innovative approach has consistently led him to new heights. In this episode, Brian shares how his struggles with managing environment variables inspired him to create Doppler. He narrates his journey, from overcoming challenges at Uber to pivoting side projects, which ultimately led to the creation of this robust secrets management solution. He imparts practical advice on listening to customers, addressing security vulnerabilities, and the importance of a centralized secrets management tool, empowering you with the knowledge to navigate similar situations. For all aspiring entrepreneurs, Brian's story of learning from multiple failures and his mantra of taking chances is particularly inspiring. His journey will motivate you to keep pushing forward, and his insights on effective customer research and the importance of solving urgent, significant problems will encourage you to tackle your own entrepreneurial challenges. So, get ready to gain invaluable insights into how you can streamline your DevOps practices, enhance your security measures, and lead your projects to success.

Today, we're thrilled to have performance testing expert Paul Kanaris, with over 20 years of experience, join us to compare two leading load testing tools: Webload and LoadRunner. This episode, hosted by Joe Colantonio, explores the intricate details of Paul's journey from LoadRunner to jMeter to Webload, drawing on his deep expertise in the field. Try WebLoad for yourself now for free: https://testguild.me/loadtrial Paul shares valuable insights on AI implementation preferences, tool flexibility's importance, and robust support's critical role. We'll discuss how these tools handle diverse enterprise challenges, from managing multiple interconnected systems to navigating complex backend protocols. Topics also include: The pros and cons of using JavaScript versus C for scripting. The cost efficiencies of transitioning tools. The strategic advantage of Webload's cloud-based, globally accessible platform. Whether you're a performance engineer or simply exploring load-testing tools to improve your DevOps practices, this episode is packed with practical advice and real-world experiences. Get ready to dive deep into the world of load testing and discover which tool might best fit your organization's needs.

Today, we've got an exciting episode lined up for you. Steve Flanders, the senior director of engineering at Splunk and one of the founding members of OpenTelemetry, is joining us. In this episode, we'll explore the power of AI in observability, the intricacies of instrumentation and tracing signals, and the essential role of context and correlation in problem isolation and root cause analysis. Steve will also share insights from his upcoming book, Mastering Open Telemetry and Observability, which aims to make this complex topic accessible to everyone from beginners to experts. Listen in to discover valuable knowledge, from discussing real-world applications like the Astronomy Shop demo app to addressing concerns around personal identification information (PII) and the balancing act of instrumentation. Whether you're a DevOps professional, a developer, or simply interested in the future of observability, you won't want to miss this conversation.

In today's session, we are thrilled to be joined by Chris Hood, a distinguished keynote speaker and author of "Customer Transformations," who brings his expertise on merging customer success with digital strategy. This is a topic that is not just relevant, but crucial to developers, business strategists, and tech enthusiasts interested in customer success, digital strategy, and DevOps. Chris will explore the seven-step strategy outlined in his book, which emphasizes solving customer problems and fostering collaboration between business and developer teams. As part of our discussion, we'll explore the importance of understanding customer needs, the evolving landscape of APIs and security, and how to integrate customer-centric thinking into organizational culture. We also highlight these strategies' real-world implications, citing personal experiences and illustrating the critical impact of latency on app performance. Join us as we uncover the layers of customer journeys, marketing strategies, and ecosystem building, all of which aim to place the customer at the forefront of your development efforts. Whether you're a developer, business strategist, or tech enthusiast, this episode promises a wealth of knowledge to help you elevate your DevOps toolchain. Try out SmartBear's Bugsnag for free, today. No credit card required: https://testguild.me/bugsnag

Today, we're diving deep into the intersection of legal expertise and cybersecurity with our special guest, Jonathan Steele. Jonathan, a family law attorney turned cybersecurity expert and founder of Steele Fortress, brings a unique perspective by leveraging his legal background to address pressing privacy and security concerns. Jonathan illuminates the increasing accountability of companies for data breaches, offering actionable advice on minimizing risks, including data encryption and using machine learning firewalls. We also delve into the complexities of liability for data leaks, the importance of collecting minimal customer data, and the role of AI in both the legal and cybersecurity fields. Jonathan's insights into identifying data leaks and his emphasis on the necessity for lawyers to adapt to AI advancements are not just informative, but also serve as a motivating call to action to stay competitive in this dynamic landscape. Join us as we unravel the layers of cybersecurity with a legal twist and learn how to protect your data effectively in today's dynamic landscape. Try out SmartBear's Bugsnag for free, today. No credit card required: https://testguild.me/bugsnag

In this episode, Peter McKee, the Vice President of Developer Relations and Community at Sonar, has over 25 years of industry experience and takes us through the intricate balance between writing quality, maintainable code, and the pressures of rapid development. Try out SmartBear's Bugsnag now https://testguild.me/bugsnag We'll explore the potential and risks of using code generation tools like Geni and AI, emphasizing the critical need for static code analysis to catch vulnerabilities early. Peter also shares his predictions on AI's role in security over the next few years and stresses the importance of a vigilant approach when adopting cloud services. You'll hear valuable insights on tackling technical debt, integrating security practices into everyday coding, and the role of open-source tools in project security. Plus, we'll discuss how tools from Sonar can assist developers in maintaining high-quality, secure code through static analyzers, linters, and IDE integrations. This episode is packed with actionable advice for DevOps teams, aiming to prioritize code quality and security without compromising speed. The practicality of the advice shared will equip you with the knowledge to enhance your software development lifecycle and protect your projects' integrity, making you feel reassured and confident. Try out SmartBear's Bugsnag for free, today. No credit card required: https://testguild.me/bugsnag

Today, a special guest, Danny Lagomarsino from SmartBear, is joining us for an insightful discussion all about Breaking Down DevOps Testing Silos. Streamline DevOps w/SmartBear's TestHub https://testguild.me/testhub In this episode, Danny explores the transformative power of AI in software testing, mainly through SmartBear's innovative solutions like TestComplete. He shares fascinating success stories about using AI for object identification in complex enterprise software and the benefits of integrating various tools like Zephyr Enterprise, Bitbar, and LoadNinja into a unified testing hub. We'll also explore how breaking down siloed teams and fostering collaboration can enhance productivity and alignment. Danny emphasizes the value of solid team foundations, continuous learning, and open communication in achieving organizational goals. Plus, we'll touch on SmartBear's exciting AI roadmap and new tools in the pipeline. Whether you're a seasoned DevOps professional or just starting out, this episode is a goldmine of practical insights and strategies. These are not just theoretical concepts, but actionable steps that can help streamline your testing efforts and enhance your DevOps toolchain. Tune in and join the conversation as we aim to bridge gaps and drive efficiency in the ever-evolving world of DevOps and testing.