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By popular request (and now that we have some other background topics covered) we start our series on the Open Shortest Path First (OSPF) routing protocol. We kick off the series with OSPF basics including Link State Advertisements, Link State Database, and other related essentials. We’ll explore additional OSPF topics over subsequent episodes. This week’s... Read more »
What happens when you try to monitor something fundamentally unpredictable? In this featured guest episode, Wayne Segar from Dynatrace joins Corey Quinn to tackle the messy reality of observing AI workloads in enterprise environments. They explore why traditional monitoring breaks down with non-deterministic AI systems, how AI Centers of Excellence are helping overcome compliance roadblocks, and why “human in the loop” beats full automation in most real-world scenarios.From Cursor's AI-driven customer service fail to why enterprises are consolidating from 15+ observability vendors, this conversation dives into the gap between AI hype and operational reality, and why the companies not shouting the loudest about AI might be the ones actually using it best.Show Highlights(00:00) - Cold Open(00:48) – Introductions and what Dynatrace actually does(03:28) – Who Dynatrace serves(04:55) – Why AI isn't prominently featured on Dynatrace's homepage(05:41) – How Dynatrace built AI into its platform 10 years ago(07:32) – Observability for GenAI workloads and their complexity(08:00) – Why AI workloads are "non-deterministic" and what that means for monitoring(12:00) – When AI goes wrong(13:35) – “Human in the loop”: Why the smartest companies keep people in control(16:00) – How AI Centers of Excellence are solving the compliance bottleneck(18:00) – Are enterprises too paranoid about their data?(21:00) – Why startups can innovate faster than enterprises(26:00) – The "multi-function printer problem" plaguing observability platforms(29:00) – Why you rarely hear customers complain about Dynatrace(31:28) – Free trials and playground environmentsAbout Wayne SegarWayne Segar is Director of Global Field CTOs at Dynatrace and part of the Global Center of Excellence where he focuses on cutting-edge cloud technologies and enabling the adoption of Dynatrace at large enterprise customers. Prior to joining Dynatrace, Wayne was a Dynatrace customer where he was responsible for performance and customer experience at a large financial institution. LinksDynatrace website: https://dynatrace.comDynatrace free trial: https://dynatrace.com/trialDynatrace AI observability: https://dynatrace.com/platform/artificial-intelligence/Wayne Segar on LinkedIn: https://www.linkedin.com/in/wayne-segar/SponsorDynatrace: http://www.dynatrace.com
The telecom industry is undergoing a fundamental transformation. This shift is creating new business opportunities and services but also brings significant challenges in transformation and modernization. In this special bonus episode, building on our Reimagining Telecoms mini-series, we dive into the current opportunities shaping today's dynamic telco landscape.This week, Dave, Esmee and Rob talk to Vivek Badrinath, Director General of the GSMA about the current opportunities shaping today's dynamic telco landscape and the role of GSMA. TLDR01:38 Introduction to Vivek and the bonus episode03:48 In-depth conversation with Vivek Badrinath42:13 Can empathy become a strategic KPI in telecom?47:20 Event in Uzbekistan and doubling down on the digital ecosystem GuestVivek Badrinath: https://www.linkedin.com/in/vivekbadrinath/HostsDave Chapman: https://www.linkedin.com/in/chapmandr/Esmee van de Giessen: https://www.linkedin.com/in/esmeevandegiessen/Rob Kernahan: https://www.linkedin.com/in/rob-kernahan/ ProductionMarcel van der Burg: https://www.linkedin.com/in/marcel-vd-burg/Dave Chapman: https://www.linkedin.com/in/chapmandr/with Praveen Shankar: https://www.linkedin.com/in/praveen-shankar-capgemini/SoundBen Corbett: https://www.linkedin.com/in/ben-corbett-3b6a11135/Louis Corbett: https://www.linkedin.com/in/louis-corbett-087250264/'Cloud Realities' is an original podcast from Capgemini
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 edge in a changing landscape, a DevOps pro curious about AI-infused workflows, or someone exploring automated voice and unstructured data solutions, this episode is packed with practical insight. The conversation covers the blurring lines between AI and ML, how subject matter experts can leverage new tools, the growing importance of testing in an AI-powered future, and what DevOps professionals need to know to stay ahead. Additionally, Maurice provides an insider's look at testing voice-enabled AI, monitoring KPIs for drift and hallucination, and the role of human expertise in the era of automation. Tune in to get inspired and equipped for the future of AI and DevOps with actionable advice and a look at where the industry might be headed next. ry out Insight Hub free for 14 days now: https://testguild.me/insighthub. No credit card required.
Neste episódio selvagem do Kubicast, nos embrenhamos na mata fechada dos sistemas distribuídos ao lado de Flávio Mendes, criador do Trilhainfo. De uma floresta irlandesa direto para sua timeline, o Flávio trouxe um papo afiado sobre arquitetura de sistemas, desafios reais e boas práticas para não cair nas armadilhas do overengineering.Conversamos sobre como evoluir de um monolito para microsserviços sem perder o fôlego, quais as pegadinhas comuns ao lidar com sistemas distribuídos em produção, e como manter a sanidade num ambiente crítico com SLAs apertados. Tudo com bom humor, exemplos práticos e aquele clima descontraído que você já conhece.Se você trabalha com arquitetura, cloud, engenharia ou está pensando em escalar seu sistema, esse papo é para você.Links Importantes:- Flávio Mendes- TrilhaInfo - João Brito- Assista ao FilmeTEArapiaParticipe de nosso programa de acesso antecipado e tenha um ambiente mais seguro em instantes!https://getup.io/zerocveO Kubicast é uma produção da Getup, empresa especialista em Kubernetes e projetos open source para Kubernetes. Os episódios do podcast estão nas principais plataformas de áudio digital e no YouTube.com/@getupcloud.
MCP, or Model Context Protocol, is an open-source project originally created by Anthropic. MCP is designed to let AI agents to connect to data repositories, applications, business and developer tools, and other agents to execute tasks and carry out instructions. Day Two DevOps explores the capabilities and pitfalls of MCP, how the protocol works, and... Read more »
MCP, or Model Context Protocol, is an open-source project originally created by Anthropic. MCP is designed to let AI agents to connect to data repositories, applications, business and developer tools, and other agents to execute tasks and carry out instructions. Day Two DevOps explores the capabilities and pitfalls of MCP, how the protocol works, and... Read more »
In this episode of the PowerShell Podcast, host Andrew Pla reports live from PowerShell Conference Europe 2025 in Malmö, Sweden. With energy high and community engagement stronger than ever, Andrew chats with key figures shaping the PowerShell ecosystem. First, we hear from Gael Colas, organizer of PSConfEU and longtime community advocate, who discusses the significance of the conference and its international impact. Gael reflects on the challenges of organizing a multi-country event and the magic that happens when the community comes together in person. Later, Andrew connects with Stein Petersen, a speaker at PSConfEU. Stein shares insights into his talk on mental health, psychological safety, and building human-centric tech teams. Alongside his co-speaker, licensed therapist Tracy Sewell, they tackle burnout prevention and emotional resilience in the workplace. The discussion sheds light on the intersection between mental well-being and professional success in IT. This episode captures the unique mix of technical enthusiasm and human connection that defines the PowerShell community. Whether you're coding, coaching, or just trying to survive burnout, there's something here for you. Recorded on location at PowerShell Conference Europe 2025. Links & Bio: https://psconf.eu https://andrewpla.tech/links https://www.linkedin.com/in/steinpetersen/ https://gaelcolas.com https://synedgy.com https://discord.gg/pdq The PowerShell Podcast on YouTube: https://youtu.be/paB3R1uA8jw The PowerShell Podcast: https://pdq.com/the-powershell-podcast Gael Colas Gael is the founder and director of SynEdgy Limited, a consulting company in the DevOps, Azure and PowerShell automation space, helping companies bringing agility in their infrastructure management and operations. SynEdgy is also behind the PowerShell Conference Europe (PSConfEU), PSDayUK and contributes to many other user groups and events of the community. In his spare time, Gael is a member of the PowerShell Working Groups, DSC Community committee member, and recipient of the Microsoft MVP award. Stein Petersen Stein is a cloud architect and passionate community contributor focused on mental health in IT. He is committed to fostering psychological safety, resilience, and emotional intelligence within tech teams.
Clarity Innovations is a rapidly growing software and data innovations firm working in the DoD, IC and federal sectors, shares Director of Recruiting, Brett Willie. Listen for details on why the company values unapologetic transparency and hiring team players who are ready to help those around them succeed. With hiring spanning all security clearance levels, Clarity offers employees real opportunities for growth and advancement from within.4:26 Goal is to increase their workforce by 50% in the next year.6:57 Clarity is hiring across all security clearance levels. Infrastructure gives their employee base the opportunity to move internally without having to look for growth externally.8:34 Platform Engineer is a new code word for DevOps. The government is using this labor category to encompass a lot of new opportunities.Find show notes and additional links at: https://clearedjobs.net/clarity-software-and-data-innovations-podcast/_ This show is brought to you by ClearedJobs.Net. Have feedback or questions for us? Email us at rriggins@clearedjobs.net. Sign up for our cleared job seeker newsletter. Create a cleared job seeker profile on ClearedJobs.Net. Engage with us on LinkedIn, Facebook, Instagram, X, or YouTube. _
Anish Agarwal and Raj Agrawal, co-founders of Traversal, are transforming how enterprises handle critical system failures. Their AI agents can perform root cause analysis in 2-4 minutes instead of the hours typically spent by teams of engineers scrambling in Slack channels. Drawing from their academic research in causal inference and gene regulatory networks, they've built agents that systematically traverse complex dependency maps to identify the smoking gun logs and problematic code changes. As AI-generated code becomes more prevalent, Traversal addresses a growing challenge: debugging systems where humans didn't write the original code, making AI-powered troubleshooting essential for maintaining reliable software at scale. Hosted by Sonya Huang and Bogomil Balkansky, Sequoia Capital Mentioned in this episode: SRE: Site reliability engineering. The function within engineering teams that monitors and improves the availability and performance of software systems and services. Golden signals: four key metrics used by Site Reliability Engineers (SREs) to monitor the health and performance of IT systems: latency, traffic, errors and saturation. MELT data: Metrics, events, log, and traces. A framework for observability. The Bitter Lesson: Another mention of Nobel Prize winner Rich Sutton's influential post.
AWS Morning Brief for the week of June 23rd, 2025, with Corey Quinn. Links:AWS IAM now enforces MFA for root users across all account typesAWS expands resource control policies (RCPs) support to two additional servicesOne Year EC2 Instance Savings Plans are now available for P5 and P5en instancesAWS Certificate Manager introduces exportable public SSL/TLS certificates to use anywhereVerify internal access to critical AWS resources with new IAM Access Analyzer capabilitiesIntroducing AWS CDK Community MeetingsRapid monitoring of Amazon S3 bucket policy changes in AWS environments1Password's New Secrets Syncing Integration With AWS | 1Password
What goes into scaling a web application today? What are resources for learning and practicing DevOps skills? This week on the show, Calvin Hendryx-Parker is back to discuss the tools and infrastructure for autoscaling web applications with Kubernetes and Karpenter.
How do you eliminate the friction of development? Carl and Richard talk to Nicole Forsgren about her upcoming book on eliminating the friction from software development. Building on her earlier book, Accelerate, Nicole discusses the role of AI technologies in software development, along with more traditional DevOps elements, such as automating testing, deployment, telemetry, and more. There's never been a better time to pay attention to your tools and methods when it comes to software development - when you improve your workflow, your productivity soars!
If you need to route in your network, you can program static routes into all your routing-capable devices. And this can work. But at some point, you’re probably going to want to switch to a dynamic routing protocol. On today’s N Is For Networking, Ethan and Holly discuss the differences between static and dynamic routes,... Read more »
Mike & Tommy are joined by Mathias Thierbach to talk about the heck is Data Ops.Get in touch:Send in your questions or topics you want us to discuss by tweeting to @PowerBITips with the hashtag #empMailbag or submit on the PowerBI.tips Podcast Page.Visit PowerBI.tips: https://powerbi.tips/Watch the episodes live every Tuesday and Thursday morning at 730am CST on YouTube: https://www.youtube.com/powerbitipsSubscribe on Spotify: https://open.spotify.com/show/230fp78XmHHRXTiYICRLVvSubscribe on Apple: https://podcasts.apple.com/us/podcast/explicit-measures-podcast/id1568944083Check Out Community Jam: https://jam.powerbi.tipsFollow Mike: https://www.linkedin.com/in/michaelcarlo/Follow Seth: https://www.linkedin.com/in/seth-bauer/Follow Tommy: https://www.linkedin.com/in/tommypuglia/
[AAA] In 'Access All Areas' shows we go behind the scenes with the crew and their friends as they dive into complex challenges that organizations face—sometimes getting a little messy along the way.This week, we address the ‘big rocks' that can obstruct or delay successful outcomes in organizational transformations. Dave, Esmee, and Rob are joined by Jasmin Booth, Head of Product Delivery to discuss the transformation to being a (digital) product based organization.TLDR05:22 Access All Areas: This third episode focuses on the products we build that drive outcomes.06:52 Conversation with Jasmin about our digital products37:06 What makes it better to be in a product centric organization? 54:00 Conclusion of the seven Big Rocks and how to smash them59:00 Going on the Blue Bell railway HostsDave Chapman: https://www.linkedin.com/in/chapmandr/Esmee van de Giessen: https://www.linkedin.com/in/esmeevandegiessen/Rob Kernahan: https://www.linkedin.com/in/rob-kernahan/with Jasmin Booth: https://www.linkedin.com/in/jasminbooth15/ProductionMarcel van der Burg: https://www.linkedin.com/in/marcel-vd-burg/Dave Chapman: https://www.linkedin.com/in/chapmandr/SoundBen Corbett: https://www.linkedin.com/in/ben-corbett-3b6a11135/Louis Corbett: https://www.linkedin.com/in/louis-corbett-087250264/'Cloud Realities' is an original podcast from Capgemini
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 offers a peek into the social engineering tactics at events like DEFCON, explains why having a vulnerability disclosure program is crucial, and reveals how even small companies can build stronger defenses. Whether you're just dipping your toes into cybersecurity, managing DevOps security at your company, or curious about how AI is reshaping the security landscape, this episode is packed with insights you won't want to miss. Tune in to hear why effective communication may be the most powerful security skill of all—and get tips you can put to work right away in your DevOps journey. Try out Insight Hub free for 14 days now: https://testguild.me/insighthub. No credit card required.
In this engaging conversation, Ryan Henrich shares his journey in the cybersecurity field, discussing his current role at RapDev, the evolution of cybersecurity careers, and his early experiences with hacking. He reflects on his high school years, his passion for music, and the impact of technology on learning. The discussion also dives into the challenges faced in early career roles, the importance of problem-solving, and the lessons learned from mistakes. 00:00 Introduction00:30 What is Ryan Doing Today?09:30 First Memory of a Computer12:00 Highschool Interests / Stories20:00 Searching for Information30:00 Entering University38:00 Skill in Music42:30 First Security Job55:00 Lessons Learned1:02:00 Entering the Cloud1:19:00 Why Buy Security1:30:00 Staying Relevant1:34:40 Contact InfoConnect with Ryan: Linkedin: https://www.linkedin.com/in/ryanhenrichEmail: ryan.henrich@rapdev.ioMentioned in this Episode:RapDev: https://www.rapdev.io/Datadog: https://www.datadoghq.com/ServiceNow: https://www.servicenow.com/Want more from Ardan Labs? You can learn Go, Kubernetes, Docker & more through our video training, live events, or through our blog!Online Courses : https://ardanlabs.com/education/ Live Events : https://www.ardanlabs.com/live-training-events/ Blog : https://www.ardanlabs.com/blog Github : https://github.com/ardanlabs
Hoje o papo é sobre aprendizado! Neste episódio, conversamos com as pessoas vencedoras da edição mais recente da Imersão IA Alura com Google Gemini, e mergulhamos na jornada de desenvolvimento de cada um dos projetos! Vem ver quem participou desse papo: Fabrício Carraro, host nem pela primeira, nem pela última vez Marcus Mendes, co-host do IA Sob Controle Mateus Audibert, desenvolvedor do projeto Aprova Raul Rocha, desenvolvedor do projeto Reporta AÍ Victor Costacurta, desenvolvedor do projeto TerapIA
In this episode of The Tech Trek, Amir sits down with Matt Moore, CTO and co-founder of Chainguard, to explore the escalating importance of software supply chain security. From Chainguard's origin story at Google to the systemic risks enterprises face when consuming open source, Matt shares the lessons, best practices, and technical innovations that help make open source software safer and more reliable. The conversation also touches on AI's impact on the attack surface, mitigating threats with engineering rigor, and why avoiding long-lived credentials could be your best defense.
In this episode of Building Better Developers with AI, Rob Broadhead and Michael Meloche tackle a challenge that many modern developers face: navigating multiple software methodologies. With insights shaped by both real-world experience and AI-generated suggestions, the discussion reveals how developers can stay effective when juggling Agile, Waterfall, DevOps, and hybrid workflows. Understanding Common Software Methodologies The episode begins with an overview of today's most widely used software methodologies: Agile, Scrum, Waterfall, Kanban, DevOps, and SAFe. Rob and Michael highlight that developers often switch between these within the same organization or even across concurrent projects, depending on client requirements, legacy constraints, or team structure. The result? A dynamic but complex work environment that demands both technical and mental agility. The Challenge of Switching Software Methodologies The core challenge is staying productive while adapting to different software methodologies across teams and projects. Developers face more than just a change in process—they often deal with different toolsets, coding standards, sprint cadences, and collaboration models. This constant context switching can drain mental resources. “It's like being bilingual,” Michael explains. “If you're not fluent in a method, switching is exhausting.” Even development tools play a role. Some developers separate projects by using different IDEs to help them mentally shift gears between methodologies. Clarifying ‘Done' in Software Methodologies Rob and Michael explore a common point of contention: the definition of “done.” In Agile, it often means feature-ready for review or feedback. In Waterfall, it usually means final and locked. “You'll start a war in a meeting just asking what ‘done' means,” Rob quips. Michael uses a cooking analogy to explain the importance of clear expectations: requirements are the recipe, code is the ingredients, and the finished product must match what was promised. Without agreement on what “done” means for each software methodology, delivery and testing become chaotic. Adapting to Different Software Methodologies To truly thrive, developers must move from a methodology purist to an adaptive mindset, focusing on the value being delivered rather than the rigidity of a particular framework. “Don't serve the methodology. Serve the customer,” Rob emphasizes. Michael reminds us to avoid getting lost in small details, like UI color tweaks, when more critical features remain incomplete. Staying aligned with the end goal ensures that effort translates into real progress, regardless of methodology. Documenting Within Software Methodologies In teams that use multiple software methodologies, documentation often becomes fragmented or overly complex. Rob and Michael both stress that great developers learn to write “just enough” documentation—and keep it in one place. Michael offers a best practice: let the codebase be the source of truth. Embedding JavaDocs, comments, or changelogs within the code ensures that updates stay consistent with the actual implementation. It reduces dependency on separate, often outdated documentation tools. “If your code and documentation don't match, one of them is lying,” Michael warns. Key Takeaways on Software Methodologies Understand core methodologies — Agile, Waterfall, DevOps, and hybrids Support healthy context switching — Use tools and routines that help you adapt Align on ‘done' — Define it clearly with your team Focus on outcomes — Avoid getting stuck in rigid process rules Document just enough — And keep it close to your code Be Adaptable, Stay Focused To succeed across software methodologies, developers must be flexible, clear, and focused on delivering value. Rather than being loyal to a single framework, the best developers understand the principles behind them all. They communicate effectively, manage context switches efficiently, and utilize smart documentation to keep projects aligned. When you serve the goal—not just the process—you become a truly adaptive developer. Stay Connected: Join the Developreneur Community We invite you to join our community and share your coding journey with us. Whether you're a seasoned developer or just starting, there's always room to learn and grow together. Contact us at info@develpreneur.com with your questions, feedback, or suggestions for future episodes. Together, let's continue exploring the exciting world of software development. Additional Resources Learn From CoWorkers: Interview with Douglas Squirrel Rock Bottom Can Be a Starting Line Invest In Your Team – They Will Want To Stay Building Better Developers With AI – With Bonus Content
AWS Morning Brief for the week of June 16, 2025, with Corey Quinn. Links:Amazon EFS is now available in the AWS Asia Pacific (Taipei) regionAmazon S3 Tables now provide storage cost visibility for individual tablesAWS Console Mobile Application adds support for CloudWatch Log InsightsAWS launches public preview of Amazon Elastic VMware Service (Amazon EVS)Stream multi-channel audio to Amazon Transcribe using the Web Audio APIAmazon to launch second Secret Cloud Region in 2025CVE-2025-6031 - Insecure device pairing in end-of-life Amazon Cloud CamWhat To Do When You're Underwater on Your AWS EDPAWS screwed up the What's New at AWS page
This week, we sit down with Anthony Howell, better known as The PoSh Wolf, for an inspiring and entertaining conversation about PowerShell, community, and creativity. From his early days in a two-person IT department to speaking at PowerShell Summit, Anthony shares how passion, persistence, and curiosity have fueled his journey. He dives into his creative use of PowerShell for managing game servers and even building a Discord bot, proving that automation isn't just for enterprise tasks. We explore how side projects can grow into real skills, the value of sharing in the community, and how embracing mistakes makes us all better. Anthony also gives insights into using .NET in PowerShell, learning Go, and building resilient systems for fun and work. Bio: Anthony Howell is a proud father, lucky husband, and passionate software builder. Since starting his IT career in 2009 as a helpdesk technician, he's followed his drive for automation from scripting sysadmin tasks in PowerShell to tackling DevOps and site reliability challenges. Known for always having a process improvement idea, Anthony shares insights from his journey to help others build smarter, more efficient systems. What You'll Learn: How Anthony got started with PowerShell and his first Summit experience Creative PowerShell use cases like Discord bots and game server management Lessons from mistakes and the power of testing Transitioning from PowerShell to .NET and even Go The importance of community and continuing to ask questions Links & Resources: https://www.linkedin.com/in/theposhwolf/ https://discord.gg/pdq https://theposhwolf.com/ https://andrewpla.tech/links Check out PDQ: https://pdq.com/podcast https://www.powershellgallery.com/packages/powershell-yaml/0.4.12 The PowerShell Podcast on YouTube: https://youtu.be/tOH5FXn0IhU
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Как очистить резюме от цифрового мусора и привлечь HR-ботов?Действительно ли удаленка умерла и теперь правит гибрид?Превратился ли LinkedIn в Tinder для программистов?Почему $200k стали новыми $100k в IT-зарплатах?Выбирают ли стартапы теперь vibe важнее технических скиллов?Нужно ли фронтендеру знать DevOps или это просто способ сэкономить на зарплате?Маша (Мария) Подоляк (Marsha Podolyak)Автор Телеграм канала "
Bob Ward is a Principal Architect for the Microsoft Azure Data team, which owns the development for Microsoft SQL Edge to Cloud. Bob has worked for Microsoft for 31-plus years on every version of SQL Server shipped, from OS/2 1.1 to SQL Server 2025, including Azure SQL. Bob is a well-known speaker on SQL Server, Azure SQL, AI, and Microsoft Fabric, often presenting talks on new releases, internals, and specialized topics at events such as SQLBits, Microsoft Build, Microsoft Ignite, PASS Summit, DevIntersection, and VS Live. You can also learn Azure SQL from him on the popular series https://aka.ms/azuresql4beginners. You can follow him on X at @bobwardms or linkedin.com/in/bobwardms. Bob is the author of the books Pro SQL Server on Linux, SQL Server 2019 Revealed, Azure SQL Revealed with a 2nd edition, and SQL Server 2022 Revealed available from Apress Media. Topics of Discussion: [1:38] Bob reflects on nearly 30 years at Microsoft, growing alongside SQL Server since 1993. [4:16] Transitioning from engineering to advocacy: why Bob now focuses on helping developers unlock the power of SQL Server. [6:12] Debunking myths about SQL Server — yes, it's cloud-ready, developer-friendly, and supports containers and Linux. [10:15] Key tools and features for developers using SQL: containers, Bicep templates, SQLCMD, and DevOps pipelines. [16:23] SQL projects and source control: how modern database DevOps practices improve reliability and testing. [19:32] Common challenges in database development: fear of breaking production, limited test data, and cultural silos. [22:55] Bob's perspective on responsible database change management and the importance of a good rollback plan. [26:02] The evolution of developer tooling in SQL Server, and how Microsoft is making the CLI and APIs first-class citizens. [30:47] Advice for new developers: SQL isn't going anywhere, and it's easier than ever to get started. [34:00] Resources and community support: Bob highlights docs, GitHub samples, training courses, and his book. Mentioned in this Episode: Clear Measure Way Architect Forum Software Engineer Forum Programming with Palermo — New Video Podcast! Email us at programming@palermo.net. Clear Measure, Inc. (Sponsor) Bob Ward: SQL Server - Episode 321 Bob Ward LinkedIn Bob Ward MBob Ward — Microsoft | LinkedInicrosoft Azure SQL Revealed: The Next-Generation Cloud Database with AI and Microsoft Fabric Want to Learn More? Visit AzureDevOps.Show for show notes and additional episodes.
In this episode of Semaphore Uncut, Gou Rao—AI infrastructure veteran and co-founder of Neubird—joins Darko to explore how LLMs can support DevOps teams not just with suggestions, but with reasoning, context gathering, and real-time incident diagnosis. He shares the vision behind Hawkeye, Neubird's “digital engineer,” and what it means to build agentic systems that think and operate like humans.Like this episode? Be sure to leave a ⭐️⭐️⭐️⭐️⭐️ review on the podcast player of your choice and share it with your friends.
This week, we delve into the UK government's substantial investment in AI infrastructure and its implications for cloud sovereignty; Is it related to the trump administration, the economy or the AI arms race? We discuss China's unprecedented 631 GB personal data leak and whether it is a honeytrap or negligence. Plus, Wandercraft's latest advancements in robotic exoskeletons and how technology is transforming mobility and rehabilitation.Whether you're deep in tech, cloud services, AI innovation, or market dynamics, this episode delivers sharp analysis, insightful predictions, and essential context to stay ahead in a rapidly evolving technological landscape.Hosts:https://www.linkedin.com/in/jonathanshanks/https://www.linkedin.com/in/lewismarshall/
In a tech-driven world, human connection is more critical than ever. In this episode of DevOps Diaries, Jack McCurdy sits down with Jon Cline to explore the power of a people-first approach in the Salesforce ecosystem and beyond. Discover strategies for navigating high-pressure situations, resolving conflict with emotional intelligence, and turning chaos into compliments. Learn how to foster a culture that attracts and retains top talent by focusing on what truly matters: your people.About DevOps Diaries: Salesforce DevOps Advocate Jack McCurdy chats to members of the Salesforce community about their experience in the Salesforce ecosystem. Expect to hear and learn from inspirational stories of personal growth and business success, whilst discovering all the trials, tribulations, and joy that comes with delivering Salesforce for companies of all shapes and sizes. New episodes bi-weekly on YouTube as well as on your preferred podcast platform.Podcast produced and sponsored by Gearset. Learn more about Gearset: https://grst.co/4iCnas2Subscribe to Gearset's YouTube channel: https://grst.co/4cTAAxmLinkedIn: https://www.linkedin.com/company/gearsetX/Twitter: https://x.com/GearsetHQFacebook: https://www.facebook.com/gearsethqAbout Gearset: Gearset is the leading Salesforce DevOps platform, with powerful solutions for metadata and CPQ deployments, CI/CD, automated testing, sandbox seeding and backups. It helps Salesforce teams apply DevOps best practices to their development and release process, so they can rapidly and securely deliver higher-quality projects. Get full access to all of Gearset's features for free with a 30-day trial: https://grst.co/4iKysKWChapters00:00 Introduction to the Salesforce Ecosystem03:02 The People-First Method: Transforming Teams06:05 Conflict Resolution and Project Success09:08 Embracing Discomfort in Professional Growth11:48 The Importance of Face-to-Face Interactions14:50 Navigating High-Pressure Situations17:50 The Future of Human Engagements20:53 Recognizing Dynamics in Team Interactions26:19 Navigating Political Challenges in Team Dynamics29:16 The Power of Small Talk in Team Collaboration30:43 Establishing a Culture of Values and Recognition33:41 Attracting and Retaining Talent in a Competitive Market35:31 Demonstrating Authentic Company Culture36:32 Transforming Chaos into Compliments40:50 People-First Approach to Leadership and Change
What shape is your network? In other words, what is its topology? On today’s episode, we discover the different types of network topologies and designs used in the enterprise, data center, and service provider networks. We cover leaf/spine, hub and spoke, point to point, mesh, and others. We also talk about how topologies affect traffic... Read more »
How do you wrangle the chaos of AWS cost tools and live presentations? In this episode of Screaming in the Cloud, Corey Quinn is joined by AWS's Bowen Wang and Matt Berk to break down their re:Invent talk and everything that almost went off the rails. From surprise tsunami alerts to last-minute feature changes, they explore the anxiety and art behind presenting at scale. They also look at how power user feedback shapes tools like the AWS Pricing Calculator, why storytelling matters more than specs, and what it's like co-presenting with notes that say “make the rabbit joke.” They also discuss AWS's internal planning process, how customers can get involved in talks, and where to catch them next.Show Highlights(0:00) Intro(1:38) The Duckbill Group sponsor read(2:35) The importance of collecting feedback before launching a product (4:52) The difference between the intended use of a product and how it's actually used(8:52) How Bowen and Matt were able to be so prepared for their presentation(13:01) What many people don't realize goes into practicing for a presentation(17:14) How having a storyline helped Bowen and Matt facilitate better breakout sessions(18:26) The Duckbill Group sponsor read(21:02) The importance of being able to go with the flow during presentations(22:42) Why knowing your audience is essential for having a good presentation(24:32) Choosing between breadth and depth when giving presentations(25:05) Bowen and Matt's advice for people who want to have their opportunity to give a talk with an AWS service team(34:22) How to keep up with Matt and BowenAbout Matt BerkMatt Berk is an AWS Principal Technical Account Manager at based in Brooklyn who's passionate about storytelling, cloud technologies, and FinOps. When he's not solving customer issues, Matt can be either be found in nature with his dog Ollie, at popular NYC restaurants, or at home planning his next trip to a theme park.About Bowen WangBowen Wang is a Principal Product Marketing Manager for AWS Billing and Cost Management Services, where she focuses on enabling finance and business leaders to better understand the value of the cloud and ways to optimize their cloud financial management. In her previous career, she helped a tech start-up enter the Chinese market. When she's not helping customers optimize their cloud costs, you can find her cheering for F1 races with her husband or juggling life as a mom to an energetic toddler and a playful poodle.LinksAWS Cloud Financial Management Blog Channel: https://aws.amazon.com/blogs/aws-cloud-financial-management/AWS Twitch Channel: https://www.twitch.tv/awsAWS Tech Tales: https://community.aws/livestreams/aws-tech-talesThe authenticated AWS Pricing Calculator is now generally available: https://aws.amazon.com/blogs/aws-cloud-financial-management/the-authenticated-aws-pricing-calculator-is-now-generally-available/
Mark Ericksen, creator of the Elixir LangChain framework, joins the Elixir Wizards to talk about LLM integration in Elixir apps. He explains how LangChain abstracts away the quirks of different AI providers (OpenAI, Anthropic's Claude, Google's Gemini) so you can work with any LLM in one more consistent API. We dig into core features like conversation chaining, tool execution, automatic retries, and production-grade fallback strategies. Mark shares his experiences maintaining LangChain in a fast-moving AI world: how it shields developers from API drift, manages token budgets, and handles rate limits and outages. He also reveals testing tactics for non-deterministic AI outputs, configuration tips for custom authentication, and the highlights of the new v0.4 release, including “content parts” support for thinking-style models. Key topics discussed in this episode: • Abstracting LLM APIs behind a unified Elixir interface • Building and managing conversation chains across multiple models • Exposing application functionality to LLMs through tool integrations • Automatic retries and fallback chains for production resilience • Supporting a variety of LLM providers • Tracking and optimizing token usage for cost control • Configuring API keys, authentication, and provider-specific settings • Handling rate limits and service outages with degradation • Processing multimodal inputs (text, images) in Langchain workflows • Extracting structured data from unstructured LLM responses • Leveraging “content parts” in v0.4 for advanced thinking-model support • Debugging LLM interactions using verbose logging and telemetry • Kickstarting experiments in LiveBook notebooks and demos • Comparing Elixir LangChain to the original Python implementation • Crafting human-in-the-loop workflows for interactive AI features • Integrating Langchain with the Ash framework for chat-driven interfaces • Contributing to open-source LLM adapters and staying ahead of API changes • Building fallback chains (e.g., OpenAI → Azure) for seamless continuity • Embedding business logic decisions directly into AI-powered tools • Summarization techniques for token efficiency in ongoing conversations • Batch processing tactics to leverage lower-cost API rate tiers • Real-world lessons on maintaining uptime amid LLM service disruptions Links mentioned: https://rubyonrails.org/ https://fly.io/ https://zionnationalpark.com/ https://podcast.thinkingelixir.com/ https://github.com/brainlid/langchain https://openai.com/ https://claude.ai/ https://gemini.google.com/ https://www.anthropic.com/ Vertex AI Studio https://cloud.google.com/generative-ai-studio https://www.perplexity.ai/ https://azure.microsoft.com/ https://hexdocs.pm/ecto/Ecto.html https://oban.pro/ Chris McCord's ElixirConf EU 2025 Talk https://www.youtube.com/watch?v=ojL_VHc4gLk Getting started: https://hexdocs.pm/langchain/gettingstarted.html https://ash-hq.org/ https://hex.pm/packages/langchain https://hexdocs.pm/igniter/readme.html https://www.youtube.com/watch?v=WM9iQlQSFg @brainlid on Twitter and BlueSky Special Guest: Mark Ericksen.
Every organization is built on people, structures, and culture. But culture isn't static—it evolves with every interaction, ambition, and shift in circumstance. As IT drives business transformation, new technologies reshape how people connect and collaborate. In this ever-changing landscape, a strong, adaptive culture is the key to lasting success. This week, Dave, Esmee and Rob talk to Jitske Kramer, Corporate Anthropologist about what technology is doing to cultures and human systems and how AI can mess with the narrative. TLDR00:50 Introduction of Jitske Kramer and her book Navigating Tricky Times02:05 Rob shares his confusion about saying “thank you” to AI07:25 In-depth conversation with Jitske Kramer11:30 Visual communication via tattoos even at AWS re:Invent25:00 Corporate framing and what's going on within organizations today46:22 Exploring the contrast between the natural pace of human transformation and the rapid acceleration of technology54:14 Editing the documentary Patterns of Life55:56 Esmee's 2x Outro speed surprises everyone!Guest:Jitske Kramer: https://www.linkedin.com/in/jitskekramer/https://jitskekramer.substack.com/Tricky Times event: https://tricky-times.com/events/navigating-tricky-times-leading-through-the-messy-middle-of-change/HostsDave Chapman: https://www.linkedin.com/in/chapmandr/Esmee van de Giessen: https://www.linkedin.com/in/esmeevandegiessen/Rob Kernahan: https://www.linkedin.com/in/rob-kernahan/ ProductionMarcel van der Burg: https://www.linkedin.com/in/marcel-vd-burg/Dave Chapman: https://www.linkedin.com/in/chapmandr/ SoundBen Corbett: https://www.linkedin.com/in/ben-corbett-3b6a11135/Louis Corbett: https://www.linkedin.com/in/louis-corbett-087250264/ 'Cloud Realities' is an original podcast from Capgemini
When talking about DevOps, the goal is to produce better software over time. Both better quality as well as a smoother process of getting bits to your clients. There are a number of metrics typically used to measure how well a software team is performing, and one of the things is Change fail percentage. This is the percentage of deployments that causes a failure in production, which means a hotfix or rollback is needed. Essentially we need to fail forward or roll back to get things working. For most people, a failed deployment means downtime. I've caused a service to be down (or a page or an app) because of a code change I made. This includes the database, as a schema change could cause the application to fail. Maybe we've renamed something (always a bad idea) and the app hasn't updated. Maybe we added a new column to a table and some other code has an insert statement without a column list that won't run. There are any number of database changes that might require a hotfix or rollback and could be considered a failure. Read the rest of What is a Failed Deployment?
Is WebAssembly the next big thing? Here to help us understand what WebAssembly (WASM) is and what it can and can’t do is Michael Levan, a consultant and WASM trainer. He also dives deeper into WASM details such as hosting, security, monitoring, and the ever-present influence of AI. AdSpot: Spacelift Founded by the creator of... Read more »
Is WebAssembly the next big thing? Here to help us understand what WebAssembly (WASM) is and what it can and can’t do is Michael Levan, a consultant and WASM trainer. He also dives deeper into WASM details such as hosting, security, monitoring, and the ever-present influence of AI. AdSpot: Spacelift Founded by the creator of... Read more »
How can modern telemetry solutions help you? While at NDC in Melbourne, Richard chatted with Liz Fong-Jones of Honeycomb about her approach to educating leadership on creating great telemetry solutions for organizations. Liz discusses the importance of being able to answer questions about reliability issues without causing problems, as opposed to relying on a dashboard for every measurement taken of the system. The conversation also delves into the culture of building reliability, where people are encouraged to fail and learn, rather than being punished when things go wrong.LinksHoneycombRecorded April 30, 2025
Welcome back to the DevOps Toolchain podcast! In this episode, host Joe Colantonio is joined by Temil Sanchez, a Product Manager at SmartBear, for a deep dive into how quality truly becomes a team effort—especially when aligning development, QA, and product teams within agile API environments. Together, they explore the evolution and surge in API adoption, the unique challenges of collaborating on APIs in agile settings, and the importance of closing feedback loops to deliver reliable software faster. Temil shares his journey from QA engineering to product management, offers insights on bridging the gaps between technical and non-technical roles, and provides details on how SmartBear's new API Hub aims to unify teams across the API lifecycle. Additionally, discover the latest platform innovations, including contract testing, collaboration features, and AI-powered design tools that make API quality accessible to everyone—developers, testers, and even product managers. If you've ever struggled with fragmented processes or siloed teams in your API projects, this episode is packed with practical tips and tools to level up your DevOps practice. Listen up! Head over to https://testguild.me/apihub to learn more and get started.
Is WebAssembly the next big thing? Here to help us understand what WebAssembly (WASM) is and what it can and can’t do is Michael Levan, a consultant and WASM trainer. He also dives deeper into WASM details such as hosting, security, monitoring, and the ever-present influence of AI. AdSpot: Spacelift Founded by the creator of... Read more »
Send us a textIn this episode of Relating to DevSecOps, Ken and Mike discuss the challenges faced by CISOs in today's security landscape, particularly the struggle to balance immediate security needs with long-term preventative strategies. They explore the disconnect between security leadership and practitioners, the urgency of addressing security issues, and the importance of understanding the root causes of vulnerabilities. The conversation emphasizes the need for CISOs to engage more deeply with their teams and to focus on effective, context-driven security solutions rather than simply reacting to the latest threats.
How is sustainability covered in main tech conferences? Sure cybersecurity, DevOps, or anything related to SRE, is covered at length. Not to mention AI… But what room is left for the environmental impact of our job ? And what are the main trends which are filtered out from specialized conferences in Green IT such as Green IO, GreenTech Forum or eco-compute to generic Tech conferences? To talk about it Gaël Duez sat down in this latest Green IO episode with Erica Pisani who was the MC of the Performance and Sustainability track at QCon London this year. Together they discussed: - The inspiring speakers in the track - Why Qcon didn't become AIcon - How to get C-level buy-in by highlighting the new environmental rik - The limit to efficiency: fine balancing between hardware stress and usage optimization - Why performance and sustainability are tight in technology - Why assessing Edge computing's positive and negative impact is tricky And much more! ❤️ Subscribe, follow, like, ... stay connected the way you want to never miss an episode, twice a month, on Tuesday!
Hayden Smith, Hunted Labs Co-Founder comes on Absolute AppSec to discuss, among other things, the Hunted Labs work discovering and publicizing the EasyJson software supply chain threat. Before co-founding Hunted Labs, Hayden was Senior Director of Field Services at Anchore, assisting US government, intelligence, and Fortune 500 clients. Long a specialist on supply-chain issues, Smith established the DoD's Platform One software factory, designed container-hardening pipelines securing 500+ Iron Bank images, and led Anchore solutions architects. Previously, he also worked at Booz Allen Hamilton where he supported US government and intelligence clients on cybersecurity/DevOps, and led the cybersecurity team testing the US Air Force's GPS OCX. Seth and Ken discuss some of Hayden's path into the security industry as well as Hunted Labs' report on the EasyJson software supply-chain threat. Read up here for more information: https://huntedlabs.com/exclusive-threat-report/
AWS Morning Brief for the week of June 9th, 2025, with Corey Quinn. Links:Amazon EC2 now enables you to delete underlying EBS snapshots when deregistering AMIsAWS Compute Optimizer now supports Aurora I/O-Optimized recommendationsAWS Invoice Summary API is now generally available Optimize Your AWS Spend with New Cost Savings Features in AWS Trusted Advisor Announcing up to 45% price reduction for Amazon EC2 NVIDIA GPU-accelerated instances Now open – AWS Asia Pacific (Taipei) RegionUpgrade your Amazon DynamoDB global tables to the current version
Join us, while we're Waiting For Review, This week we talk about: * Devops is eating Daniel's life * The murderbot tv show * Whale watching... * Dave is on a week off - trying to get HDMI input working on a Raspberry Pi 5. * Aliexpress nerd snipery * Brainstorming ideas for Server side swift conf * Dave is making small app to help with live performance, using GoVJ's “lego bricks” And of course, WWDC is coming up... -- We are open for sponsorship! email us at contact@waitingforreview.com (mailto:contact@waitingforreview.com) The Discord server is open to all, and you can contact us via our social links below. Enjoy the show, Daniel
Julián Duque from Heroku joins me to explain and demo their new AI platform.Check out the video podcast version here https://youtu.be/BGqlLZHdRDsCreators & Guests Cristi Cotovan - Editor Bret Fisher - Host Beth Fisher - Producer Julián Duque - Guest You can also support my content by subscribing to my YouTube channel and my weekly newsletter at bret.news!Grab the best coupons for my Docker and Kubernetes courses.Join my cloud native DevOps community on Discord.Grab some merch at Bret's Loot BoxHomepage bretfisher.com (00:00) - Introduction (05:12) - Deep Dive into Heroku's AI Capabilities (14:23) - Heroku MCP server (28:27) - Describing MCP Tool Interactions (30:48) - DevOps Automation with Heroku MCP server (37:02) - Heroku AI and Future Prospects
In this episode, Jon and Lewis cover four wildly different stories, from Warfare to the impact of Trump conspiracies on Datacentres.First up, Microsoft is investing $400 million to turn Switzerland into the next cloud capital. Is it for neutrality, Trump instability syndrome or just demand? Then, we meet a glow-in-the-dark protein made by an AI called ESM3, because why not let machines start designing life?Next, we detour into wartime sci-fi: Ukraine's drone swarm attack: trucks, remote lids, and enough AI autopilot to cause substantial damage. Finally, we finish with Fi, a smart dog collar that integrates with your Apple Watch. Track your dog's steps, sleep, and GPS location. Why? Who knows!All that, plus plenty of opinions, speculation, and the usual unpacking of what is going on in the Cloud, Tech and AI space.
Let’s explore four goals of network design: stability, speed, scalability, and security. These goals are based on Ethan’s experience designing, building, and operating networks. Network architects and design experts might have other objectives, and that’s fine, but these four goals are the basis of today’s episode. Ethan and Holly discuss why these four goals are... Read more »
Firefly is a cloud infrastructure automation platform that helps cloud teams, DevOps, SRE, platform engineering, DevSecOps, and other groups manage their entire cloud as code. Firefly helps to manage cloud complexity and produce consistent and efficient cloud platforms with code. To help Firefly better understand their customers and industry trends around Infrastructure as Code (IaC),... Read more »
Firefly is a cloud infrastructure automation platform that helps cloud teams, DevOps, SRE, platform engineering, DevSecOps, and other groups manage their entire cloud as code. Firefly helps to manage cloud complexity and produce consistent and efficient cloud platforms with code. To help Firefly better understand their customers and industry trends around Infrastructure as Code (IaC),... Read more »
AWS Morning Brief for the week of June 2nd, with Corey Quinn. Links:Amazon ECS increases container exit reason message to 1024 charactersAmazon GameLift Servers SDKs are now on GitHubAWS Cost Explorer now offers new Cost Comparison featureAWS DataSync simplifies and accelerates cross-cloud data transfersAWS Secrets Manager announces support for cost allocation tags for secretsCloudTrail Lake now supports event enrichment and expanded event sizeCost Optimization Hub now supports Savings Plans and reservations preferencesAmazon Aurora DSQL is now generally availableEnhance AI-assisted development with Amazon ECS, Amazon EKS and AWS Serverless MCP serverOpenSearch UI: Six months in review5 steps for building a VMware transition strategy for public sector customersCloud Repatriation is Getting ComplicatedSponsorThe Duckbill Group: https://www.duckbillgroup.com/Join us for Office Hours!https://www.duckbillgroup.com/officehours/