Manipulating Language Models For Real-World Applications In DevOps

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30:20

Eli Beer is a pioneer, social entrepreneur, President and Founder of United Hatzalah of Israel. In thirty years, the organization has grown to more than 6,500 volunteers who unite together to provide immediate, life-saving care to anyone in need - regardless of race or religion. This community EMS force network treats over 730,000 incidents per year, in Israel, as they wait for ambulances and medical attention. Eli’s vision is to bring this life-saving model across the world. In 2015, Beer expanded internationally with the establishment of branches in South America and other countries, including “United Rescue” in Jersey City, USA, where the response time was reduced to just two minutes and thirty-five seconds. Episode Chapters (0:00) intro (1:04) Hatzalah’s reputation for speed (4:48) Hatzalah’s volunteer EMTs and ambucycles (5:50) Entrepreneurism at Hatzalah (8:09) Chutzpah (14:15) Hatzalah’s recruitment (18:31) Volunteers from all walks of life (22:51) Having COVID changed Eli’s perspective (26:00) operating around the world amid antisemitism (28:06) goodbye For video episodes, watch on www.youtube.com/@therudermanfamilyfoundation Stay in touch: X: @JayRuderman | @RudermanFdn LinkedIn: Jay Ruderman | Ruderman Family Foundation Instagram: All About Change Podcast | Ruderman Family Foundation To learn more about the podcast, visit https://allaboutchangepodcast.com/ Looking for more insights into the world of activism? Be sure to check out Jay’s brand new book, Find Your Fight , in which Jay teaches the next generation of activists and advocates how to step up and bring about lasting change. You can find Find Your Fight wherever you buy your books, and you can learn more about it at www.jayruderman.com .…

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Manipulating Language Models for Real-World Applications in DevOps - DevOps 211

about a year ago 1:15:10

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In today's episode, they dive deep into the world of AI and prompt engineering with our dynamic panel of experts, featuring Anthony Spiteri. He shares their fascinating journey over the past 18 months, manipulating language models like ChatGPT to achieve remarkable results. They explore the intriguing development of a location-based app for finding the European delicacy, Black Pudding, and dive into the complexities of using AI for mentorship, accountability, and even fitness.
Join them as they uncover the technical intricacies of building apps with AI, the philosophical questions surrounding AI's future, and the growing importance of prompt engineering. They also touch on critical issues of data security, the ethical implications of AI, and the ever-evolving landscape of DevOps. Whether you're a seasoned developer or just starting, this episode is packed with insights and stories that you won't want to miss. So, grab your headphones and get ready to explore the cutting edge of DevOps and AI!
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Manipulating Language Models for Real-World Applications in DevOps - DevOps 211

Adventures in DevOps

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published about a year ago

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287 episodes

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Adventures in DevOps

1
Observability in the CI/CD Pipeline with Adriana Villela - DEVOPS 240 1:20:08

23 hours ago1:20:08

1:20:08

In this episode, we sat down with the delightful Adriana Villela—principal developer advocate at Dynatrace, CNCF ambassador, and host of the “Geeking Out” podcast (featuring a capybara logo designed by her daughter, no less!). Adriana brought not just deep insights into observability, but also a refreshingly human and humorous perspective on the ever-evolving world of DevOps. 💡 Here’s what we dove into: -The Heart of Observability: We explored how observability is so much more than just a postmortem tool for SREs. Adriana reminded us it’s a team sport—from developers writing telemetry to QA teams using trace data to debug pre-prod bugs. -CI/CD Pipelines Need Love Too: When your build pipeline mysteriously breaks down, what do you do? Adriana championed the idea of bringing observability to our pipelines, arguing they’re production systems in their own right. Metrics like build times, failure rates, and even stage-by-stage breakdowns can be goldmines for improving dev efficiency. -OpenTelemetry (OTEL) FTW: We got a crash course on OTEL’s architecture—API, SDK, and the mighty Collector—and how it’s revolutionized telemetry standardization. There’s even OTEL for Bash! (Regex lovers, rejoice... or run.) -Beyond Engineering: Adriana blew our minds by suggesting observability principles could—and should—be applied outside of tech: recruiting pipelines, hospital ER wait times, sales cycles... basically, otel all the things. -Sustainability in Observability: As a longtime environmentalist, Adriana is now researching how to make observability greener. Spoiler alert: she's taking that message global with upcoming talks at Observability Day in London and KubeCon Japan. -The Human Side of Tech: From learning Rust at 72 (shoutout to her awesome dad!) to tales of whiplash from headbanging at metal concerts (yes, there’s an “Iron Neck” involved), this episode was packed with personality. Key Takeaways:-Observability is shifting left—developers and QA should be just as invested as SREs. -OpenTelemetry is the lingua franca of modern observability—and the ecosystem around it is growing fast. -Treat your CI/CD pipeline like a product: monitor, trace, and optimize it. -We’re only scratching the surface of how observability can improve every system—not just tech stacks. "Observability allows us to ask meaningful questions, get useful answers, and act effectively on the information that we get." – Hazel Weakly (quoted by Adriana) Tune in for tech insights, capybara love, open-source advocacy, environmental passion, and a whole lot of laughs.…

Adventures in DevOps

1
Building Engineering Excellence with Ganesh Datta of Cortex - DevOps 239 51:01

9 days ago51:01

51:01

In this episode, I (flying solo today!) sat down with Ganesh Datta, the CTO and co-founder of Cortex, to explore what it really means to drive engineering excellence at scale. And spoiler: it’s not just about better dashboards or fancy developer tools—it’s about treating software development like the competitive advantage it is. We went deep into the why behind internal developer portals (IDPs) and how they’re transforming platform engineering, developer experience, and organizational maturity. Ganesh shares how Cortex came to life—from being paged at 2am for a mystery Game of Thrones-named microservice (yep, we've all been there), to realizing that every other business function had a system of record—except engineering. Key Takeaways: IDPs are like CRMs for Engineering: Just as sales teams wouldn’t function without a CRM, modern engineering orgs shouldn’t be flying blind without a structured, centralized developer portal. Engineering Excellence = Business Outcomes: Whether it’s reliability, security, or platform efficiency, IDPs help codify best practices and align teams toward measurable goals. Start Small to Win Big: You don’t need to overhaul everything on day one. Start with a pain point you already know—like production readiness—and improve that incrementally. SREs and Platform Engineers Love IDPs: Because it gives them the data, ownership visibility, and real-time checks they need, without the honor-system chaos. Developer Experience is Just the Beginning: Tools like Cortex aren’t just about dev productivity—they’re about creating resilient, aligned, scalable engineering orgs. We also geeked out about everything from naming services (“Brewer” for a feature extraction tool? Chef’s kiss.) to the surprising power of reading 15 minutes before bed to improve sleep quality—yep, we went there! If you’re part of an engineering team (or leading one) and want to know how to move faster and smarter, this is the episode for you.…

Adventures in DevOps

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Modern DevOps Challenges: Automation, AI, and Scaling in 2025 - DevOps 238 1:18:49

14 days ago1:18:49

1:18:49

In this episode of DevOps 238, we sat down with Zach Lloyd to dive into what’s really happening in the world of modern DevOps—from automation and AI to scaling systems and maintaining team culture in fast-paced environments. We talked about the evolving role of DevOps engineers, the shift toward platform engineering, and why tool sprawl is becoming a bigger issue than ever. Zach shared some powerful real-world lessons on implementing CI/CD pipelines, avoiding burnout in high-pressure environments, and how teams can stay aligned without drowning in Slack notifications or endless dashboards. One of our favorite takeaways? The idea that simplicity and communication still beat out fancy tooling—every time. We also touched on emerging trends like AI-assisted deployments, observability, and what DevOps might look like in 2026 and beyond. If you’re navigating legacy systems, scaling rapidly, or just trying to keep your team sane and productive, this episode’s packed with insights you won’t want to miss. Dungeon Crawler Carl (Book) Dabble of DevOps AI Data Discovery Tool The Impact of Generative AI on Critical Thinking (Research Paper) Granola AI Meeting Notes A Travel Guide to the Middle Ages (Book)…

Adventures in DevOps

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Matt Lea Discusses Cloud War Games and Elevating Everyday DevOps - DevOps 237 1:14:24

6 weeks ago1:14:24

1:14:24

We dive into the world of cloud architecture and engineering with a fascinating discussion led by our hosts Warren Parad and Will Button, and joined by our special guest, Matt Lea. Matt, hailing from Wisconsin, is the driving force behind innovative projects like CloudWarGames.com, a platform designed to enhance DevOps training and hiring through engaging problem-solving scenarios. As we explore his journey, from coaching gymnastics to developing digital training ecosystems, you'll discover how Matt's experiences shape his unique perspectives on technical challenges, team dynamics, and the ever-evolving landscape of cloud solutions. Whether you're curious about the technical intricacies of infrastructure or seeking inspiration for your own career path, this episode offers a captivating look at the intersection of technology, creativity, and human connections. So, sit back, relax, and get ready to explore the world of DevOps in a whole new way.…

Adventures in DevOps

1
Mastering Infrastructure as Code: Lessons from Matt Gowie's Consultancy Experience - DevOps 235 1:16:29

7 weeks ago1:16:29

1:16:29

In this episode, our hosts Will Button, Warren Parad, and Jillian are joined by guest Matt Gowie from Masterpoint. Together, they delve into the complex world of infrastructure as code, discussing best practices, challenges, and the human side of consulting in the DevOps space. Matt shares his journey from software development to running his own consulting agency focused on Terraform and OpenTofu. The conversation covers everything from the nuances of using Terraform workspaces, the implications of large-scale infrastructure management, to the critical soft skills needed for a successful consulting career. Whether you're a seasoned professional or just venturing into DevOps, this episode is packed with valuable insights and practical advice for navigating the ever-evolving landscape of technology. Picks: DevOps Days Zurich - Systems Thinking at Authress Dabble of DevOps AI Data Discovery Tool Dungeon Crawler Carl Shear Comfort Seat Covers…

Adventures in DevOps

1
AI, law, and automation with John Maly - DevOps 234 1:12:03

11 weeks ago1:12:03

1:12:03

In this episode hosts Warren Parad and Will Button sit down with John W. Maley, an attorney with a master's degree in computer science from Stanford University, to discuss the fascinating intersection of AI and the legal system. John shares insights from his book "Juris ex Machina," a sci-fi exploration of a future where AI replaces humans in the jury system. The conversation dives deep into the current state and future potential of AI, touching on its overhyped status, potential vulnerabilities, and security concerns. As they navigate the topic of AI's integration in society, John, Warren, and Will explore riveting ideas about AI's role in the modern world and its implications in diverse fields, from dating apps to deepfake detection. Join us as we tap into the complexities and innovations of AI technology and ponder its future impact on society and the legal system. Picks: - Psycho-Pass - Book: Extraordinary Popular Delusions and the Madness of Crowds - Book: Juris Ex Machina - TheraGun - Muscle Massager…

Adventures in DevOps

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The Impact of Open Source on Business and Development Practices with Daniel Loreto - DevOps 233 1:07:22

12 weeks ago1:07:22

1:07:22

Hosts Warren Parad and David Kimura dive into a compelling discussion with guest Daniel Loreto, founder and CEO of Jetify. The conversation revolves around innovative solutions in the DevOps world, particularly focusing on the use of Nix and DevBox to streamline developer environments. Daniel shares insights from his vast experience at prominent tech companies like Google, Airbnb, and Twitter, detailing how Jetify is leveraging AI and agents to enhance software development. The trio explores the challenges of reproducible development environments, the complexities of ML development, and the strategic benefits of open sourcing tools. Along the way, they touch on the impact of AI agents on the industry and the balance between innovation and practical application. Prepare for an engaging episode filled with technical insights and thoughtful reflections on the future of software development.…

Adventures in DevOps

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Exploring the Role of AI in DevOps with Alex Kearns - DevOps 232 1:24:03

14 weeks ago1:24:03

1:24:03

Join host Warren Parad, co-hosts Jillian and Will Button as they delve into a compelling conversation on the pervasive influence of AI across industries. Special guest Alex Kearns from UberTask Consulting shares his expertise on the real-world applications of AI, navigating through its rapid evolution and discussing both the opportunities and challenges it presents. From the impact of generative AI on business processes to intriguing ethical considerations, this episode provides valuable insights for professionals in the DevOps field. Tune in as the panel explores the dynamic relationship between technology, responsibility, and innovation, offering listeners a thought-provoking exploration of AI's role in shaping the future.…

Adventures in DevOps

1
Real-World Testing: Insights from Rainforest QA Expert AJ Funk - DevOps 231 1:06:11

16 weeks ago1:06:11

1:06:11

In today's show, we dive into the intricate world of quality assurance and testing strategies with our special guest, AJ Funk. AJ, a seasoned software engineer at Rainforest QA, shares his unique journey from playing professional baseball to developing cutting-edge QA solutions. Joining us are co-hosts Will Button and Jillian, along with fellow guest Matteo Collina. AJ walks us through the evolution of quality assurance at Rainforest QA, emphasizing the importance of balancing confidence and velocity in testing. He highlights innovative approaches like using visual layers for testing, eliminating the need for extensive code-based tests, and explains how their no-code solutions empower teams to maintain high-quality standards efficiently. From discussing the myth of 100% test coverage to the role of AI in QA, AJ and our hosts explore practical strategies for developers. We also touch on the importance of real-world testing environments, handling microservices, and tips for leveraging Rainforest QA's robust tools effectively. Join us for a thought-provoking conversation that covers everything from the basics of end-to-end testing to advanced QA practices, and even takes some entertaining detours into the personal lives of our speakers. Whether you're a seasoned developer or just starting out in the tech industry, this episode is packed with insights you won't want to miss. Tune in for some expert advice, a few laughs, and a whole lot of valuable information!…

Adventures in DevOps

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Simplifying DevOps - DevOps 229 31:24

20 weeks ago31:24

31:24

Ready to show off your coding skills to the world? Not so fast. In this episode, Will and Jillian discuss why developers need to simplify their product with the end goal in mind—the customer. They share some awesome examples of how to do this, how you can win Future You’s approval, and the steps to create a smooth user experience. “I think it’s a hard mental shift to say that my area of expertise shouldn’t be visible in the product. But, you need to understand the end goal. My goal is to automate myself out of a job, then move on.” Will Button In This Episode: Jillian shares a killer example that should inspire all DevOps people to simplify their process As a programmer, you want to tell the customer how great your programming is, right? Hold on…Will shares a different perspective How Will approaches his programming that avoids all customer confusion and creates a seamless experience What Jillian believes is MORE important than learning how to code (sometimes) Why you need these TWO things that will earn Future You’s approval Picks Jillian - Airflow and Strapi Jillian - Non-techy: Harriet the Hamster Princess Will - Until the End of Time by Brian Greene…

Adventures in DevOps

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Navigating Salesforce DevOps Challenges and AI Innovations - DevOps 228 1:13:31

21 weeks ago1:13:31

1:13:31

In today's episode, Will and Jillian dive deep into the evolving landscape of Salesforce DevOps, joined by the experienced Vernon Keenan. This episode covers a range of critical topics including recent changes in Salesforce's AI product offerings and the complexities surrounding their pricing. Vernon takes us on his personal journey from telecom to pioneering a tax engine on Salesforce, leading to his current focus on Go and Kubernetes-driven DevOps solutions. They unpack the challenges developers face with Salesforce's SFDX and metadata API, explore how companies like Capado, Flowsome, and Gearset are tackling these issues, and discuss innovative approaches from firms like Elements Cloud. The conversation also ventures into the realm of cognitive DevOps, AI-driven virtual employees, and the economic and societal impacts of these technologies. Additionally, they touch upon the shifting responsibilities in Salesforce management and the rising importance of CIOs in this space. Whether you're grappling with Salesforce’s limitations or seeking insights on how AI is transforming the DevOps field, this episode is packed with expert advice, industry insights, and forward-looking perspectives. Stay tuned, as they also address public policy concerns, the potential for job displacement, and the future of SaaS DevOps. Listen in and join as they navigate the future of technology and workforce transformation! Socials LinkedIn: Vernon Keenan…

Adventures in DevOps

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Kubernetes Schema Validation Tools with Eyar Zilberman - DevOps 227 45:59

22 weeks ago45:59

45:59

Eyar Zilberman joins the adventure to discuss Kubernetes schema validation tools.The panel jumps in and discusses the power of and the pros and cons of the different kinds of schema validations. Links Why you need to use Kubernetes schema validation tools A Deep Dive Into Kubernetes Schema Validation Datree.io Eyar Zilberman - DEV Community LinkedIn: Eyar Zilberman Twitter: Eyar Zilberman ( @eyarzilb ) Picks Jillian- GitHub | cloudposse/terraform-example-module Jonathan- Sid Meier's Memoir!: A Life in Computer Games Will- Paperlike…

Adventures in DevOps

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Gaining Stability with Rule Based Policies with Shimon Tolts - DevOps 226 52:14

23 weeks ago52:14

52:14

Shimon Tolts is the CEO datree.io. Shimon talks the panel through an outage he experienced while working for a previous employer. He breaks down the situation and the explains the types of misconfiguration that caused his outage and how these things can cause problems in other applications as well. Links datree.io Twitter: Shimon Tolts ( @shimontolts ) Picks Charles- Willow Charles- Traeger Grills Jeffrey- How to be most efficient in learning something new Jeffrey- Don't fall into the trap of just buying cheap products Shimon- daily.dev | All-in-one developer news reader Will- The Manual: A Philosopher's Guide to Life…

Adventures in DevOps

1
Balancing Technical Skills, Cultural Fit, and Overqualification in DevOps Hiring - DevOps 225 49:55

24 weeks ago49:55

49:55

Will, Warren, and Jillian dive deep into a riveting discussion that spans a myriad of topics, from hiring practices to the hidden impacts of plastics in our brain matter. They kick off with Jillian's intriguing Amazon affiliate link strategy, sparking a fascinating debate on monetization. As they navigate through Warren's shocking revelation about plastics in our brains, he also shares a crucial health tip: blood donation as a method to combat "forever chemicals." But that's not all—Jillian also offers a thought-provoking book recommendation that promises to be both profound and enlightening. They explore the intricate balance between skills and cultural fit in hiring, sharing personal insights and strategies to ensure the right match within their teams. They hear about the importance of detailed job descriptions, cultural alignment, and the nuanced art of candidate rejection. The episode takes a practical turn as Will and Jillian offer valuable advice for contractors, discussing hourly rates, contract work, and the critical role of setting non-technical requirements based on company culture. Finally, they tackle the ever-important topic of leadership and decision-making in the evolving post-COVID engineering environment, encompassing the challenges of remote work, the significance of team fit, and strategies for managing uncertainty in startup life. Don't miss out as they wrap up with light-hearted personal recommendations and crucial advice for thriving in tech roles, consulting, and contracting. Stay tuned for a comprehensive journey through DevOps challenges and solutions! Socials LinkedIn: Jillian Rowe LinkedIn: Warren Parad LinkedIn: Will Button…

Adventures in DevOps

1
CI/CD Tools for Dummies - DevOps 224 38:43

25 weeks ago38:43