Is AI ready for DevOps?

DevOps and Docker Talk: Cloud Native Interviews and Tooling

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محتوای ارائه شده توسط Bret Fisher. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Bret Fisher یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

18 روز پیش 27:10

MP3•خانه قسمت

Creators & Guests

Cristi Cotovan - Editor
Bret Fisher - Host
Beth Fisher - Producer
Nirmal Mehta - Host

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 Box
Homepage bretfisher.com

184 قسمت

Is AI ready for DevOps?

DevOps and Docker Talk: Cloud Native Interviews and Tooling

494 subscribers

published 18 روز پیش

اشتراک گذاری

MP3•خانه قسمت

Creators & Guests

Cristi Cotovan - Editor
Bret Fisher - Host
Beth Fisher - Producer
Nirmal Mehta - Host

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 Box
Homepage bretfisher.com

184 قسمت

همه قسمت ها

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Heroku + MCP = The Fastest Way to Run AI Agents in the Cloud 41:23

16 روز پیش41:23

41:23

Julián Duque from Heroku joins me to explain and demo their new AI platform. Check out the video podcast version here https://youtu.be/BGqlLZHdRDs Creators & 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 Box Homepage 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…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Is AI ready for DevOps? 27:10

18 روز پیش27:10

27:10

Launching our new Podcast: https://agenticdevops.fm Bret and Nirmal are at KubeCon London and record their ideas about how AI Agents will change DevOps, platform engineering, SRE, automation, troubleshooting, and more. Creators & Guests Cristi Cotovan - Editor Bret Fisher - Host Beth Fisher - Producer Nirmal Mehta - Host 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
What you missed at KubeCon 39:21

29 روز پیش39:21

39:21

At KubeCon EU 2025 in London, Nirmal and I discussed the important (and not-so-important) things you might have missed. There's also a video version of this show on YouTube . Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host (00:00) - DDT Audio Podcast Edited (00:04) - Intro (01:24) - KubeCon 2025 EU Overview (03:24) - Platform Engineering and AI Trends (07:03) - AI and Machine Learning in Kubernetes (15:38) - Project Pavilions at KubeCon (17:05) - FinOps and Cost Optimization (20:39) - HAProxy and AI Gateways (24:00) - Proxy Intelligence and Network Layer Optimization (26:52) - Developer Experience and Organizational Challenges (29:23) - Platform Engineering and Cognitive Load (35:54) - End of Life for CNCF Projects 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Docker Model Runner 13:06

۹ weeks پیش13:06

13:06

Docker launched "Docker Model Runner" to run LLMs through llama.cpp with a single "docker model" command. In this episode Bret details examples and some useful use cases for using this way to run LLMs. He breaks down the internals. How it works, when you should use it or not use it; and, how to get started using Open WebUI for a private ChatGPT-like experience. ★Topics★ Model Runner Docs Hub Models OCI Artifacts Open WebUI My Open WebUI Compose file Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host (00:00) - Intro (00:46) - Model Runner Elevator Pitch (01:28) - Enabling Docker Model Runner (04:28) - Self Promotion! Is that an ad? For me? (05:03) - Downloading Models (07:11) - Architectrure of Model Runner (10:49) - ORAS (11:09) - What's next for Model Runner? (12:13) - Troubleshooting 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
What's Coming in 2025? 16:42

13 weeks پیش16:42

16:42

This episode is about what I'm seeing and what I'm doing right now, and then for the rest of the year. There are three parts. First, I talk about what's about to happen for me for the next few weeks re going to London for KubeCon. Then what I'm planning to change in this podcast, as well as my other content on YouTube for the rest of the year. And lastly, I talk about some industry trends that I'm seeing that will force me, I think, to change the format of this show. I recorded the episode on March 22, 2025. ★Topics★ My work at KubeCon EU in London What's next for this Podcast and my YouTube What's up with AI for DevOps? Creators & Guests Beth Fisher - Producer Bret Fisher - Host (00:00) - What's Coming in 2025 (01:07) - Highlights I'm excited about re KubeCon (04:35) - Changes to this Podcast (05:58) - What's up with AI and "Agentic DevOps"? (15:11) - Upcoming guests 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Docker Build the best way with Docker Bake 15:05

13 weeks پیش15:05

15:05

The Docker Bake Build tool just went general availability, and I'm excited about what this means for creating reproducible builds and automation that can run anywhere. In this video I'm gonna break down some of the features, the benefits and walk through some examples. In this episode I explain why docker buildx bake exists, what it can do, and I walk through multiple examples of Bake files and how it's better than docker build image and docker compose build. I also touch on BuildKit and Docker's GitHub Actions. There's also a video version of this show on YouTube. ★Get started with Docker Bake★ Walkthough https://docs.docker.com/guides/bake/ Docs: https://docs.docker.com/build/bake/ GA Announcement: https://www.docker.com/blog/ga-launch-docker-bake/ Creators & Guests Beth Fisher - Producer Bret Fisher - Host (00:00) - Intro (00:04) - / (00:41) - History Lesson (01:29) - Bake Today (02:43) - Ad for... Me! (03:53) - List of Benefits (10:29) - Use Bake Everywhere (12:41) - Leaning into Bake, maybe? 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Is Swarm at EOL? 18:03

19 weeks پیش18:03

18:03

I've been a big fan of Swarm since it was launched over a decade ago and I've made multiple courses on it that still sell. But, we recently got some news out of Mirantis that might be bad news. So I talked about it last week on my live stream. There's also a video version of this show on YouTube . ★Topics★ Blog post that sparked this discussion: https://www.portainer.io/blog/portainer-the-essential-tool-for-docker-swarm-users-facing-a-kubernetes-future Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host (00:00) - Intro (00:34) - Mirantis' Role in Swarm's Future (01:52) - The Hope of Swarm being shipped in Docker Engine (02:43) - Portainer's Perspective on Swarm's Viability (04:27) - Swarm Community and Support (05:47) - One Sentence Signals Change? (08:37) - Swarm in Maintenance Mode (10:47) - The Docker-Swarm Stack (11:43) - Future of Swarm in Docker Engine (13:52) - Integration Challenges 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

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Best of Cloud Native 2024 1:11:42

23 weeks پیش1:11:42

1:11:42

Bret and Nirmal reunite for their traditional annual Holiday Special episode of breaking down the most significant developments in cloud native from 2024 and sharing predictions for 2025. 💥 This episode is brought to you by our valued sponsor and friends at Aikido ! 💥 Aikido is a no-nonse platform that helps developers get security done. It consolidates multiple scanning tools like code analysis, dependency analysis, and cloud security into a single platform. Aikido’s superpower is its ability to remove false positives, so you can focus on the real issues. Aikido not only helps you find true vulnerabilities but their new AI features auto triage and even fix issues for you. Aikido is FREE for small teams or anyone wanting to simply explore so check it out today at aikido.dev We touch on infrastructure evolution, exploring Kubernetes fleet management challenges and emerging solutions for simplified tool stacks, we cover essential cloud native trends of 2024, infrastructure automation breakthroughs, notable technical innovations, projects that aspire to be part of CNCF as well as predictions for cloud native in 2025. There's also a video version of this show on YouTube . ★Topics★ Cloud Native End User Technical Advisory Board (TAB) Adam Jacob's Talk: Reimagining OSS Licensing and Commercialization with Fair Source kubevirt Keda Cloud Native Reference Architectures Karpenter eBPF ( https://www.youtube.com/watch?v=Wb_vD3XZYOA ebpf documentary ) ( Ebpf summit ) GitHub Copilot , now Free Kubernetes transitioning into enterprise maturity ( https://www.fairwinds.com/blog/10-years-kubernetes-innovation ) FinOps matters Read the tea leaves sandbox issues Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host (00:00) - Intro (03:32) - Structure of the Show (03:58) - Kubernetes is 10 and CNCF Maturity (05:12) - What is a CNCF Graduated Project? (08:08) - IDPs (09:28) - Legacy Projects Aspiring for CNCF (19:17) - Favorite Tools of 2024 (19:32) - Argo's Increasing Use (23:52) - GitHub Copilot (26:30) - KubeVirt (32:38) - Event-Driven Autoscaling with KEDA (34:22) - Cloud Native Reference Architectures (36:33) - Karpenter Workshop Highlights from KubeCon (37:45) - Kubernetes Stacks and AI Workloads (40:07) - Predictions for Kubernetes in 2025 (40:13) - Kubernetes "LAMP" Stack (41:08) - AI in 2025 (45:10) - Efficiency, Energy and Environmental Impact (47:32) - Fleet and Multi-Cluster Management (52:21) - Optimizing Inference (54:05) - Edge Hybrid (54:34) - Container-Optimized Linux Distros (01:00:31) - Open Source Licensing and Business Models (01:02:58) - Purely Open Source Kubernetes Stack (01:03:48) - The CNCF Sandbox (01:10:09) - Final Thoughts You can also support my free material 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Aikido: Is a Single DevSecOps Tool Possible? 1:01:56

25 weeks پیش1:01:56

1:01:56

Or watch the video version on YouTube . Bret is joined by Willem Delbare and Roeland Delrue to discuss Aikido, a security tool consolidation platform designed specifically for smaller teams and solo DevOps practitioners. The discussion explores how Aikido addresses the growing challenges of software supply chain security by bringing together various security tools - from CVE scanning to cloud API analysis - under a single, manageable portal. Unlike enterprise-focused solutions, Aikido targets the needs of smaller teams and individual DevOps engineers who often juggle multiple responsibilities. During the episode, they demonstrate Aikido's capabilities using Bret's sample GitHub organization, and show how teams can implement comprehensive security measures without managing multiple separate tools. There's also a video version on YouTube . ★Topics★ Aikido website Aikido on Bluesky Aikido on LinkedIn Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Willem Delbare - Guest Roeland Delrue - Guest (00:00) - Intro (06:20) - Aikido Origin Story (10:32) - What Does AutoFix Mean? (13:18) - Security Automation and Developers (21:32) - Lessons from Onboarding Customers (23:10) - Reducing Noise and Alert Fatigue with Aikido (27:30) - Aikido in the CI/CD Process (31:26) - AI Security Integration (32:24) - GitHub Actions and Dependencies as Attack Vector (39:20) - Dependencies in Programming Languages (41:30) - Infrastructure as Code and Cloud Security (48:17) - Runtime Protection with Aikido Zen (54:25) - Agent Involvement in Scanning (57:54) - Tools to Use Alongside Aikido (01:01:16) - Getting Started with Aikido 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
DevOps Cert Prep using AI, with the KodeKloud Team 1:13:01

27 weeks پیش1:13:01

1:13:01

Bret is joined by Mumshad Mannambeth and Vijin Palazhi of KodeKloud for Q&A on what we should be studying and certifying for in 2025. 💥 This episode is brought to you by our valued sponsor and friends at Aikido ! 💥 Aikido is a no-nonse platform that helps developers get security done. It consolidates multiple scanning tools like code analysis, dependency analysis, and cloud security into a single platform. Aikido’s superpower is its ability to remove false positives, so you can focus on the real issues. Aikido not only helps you find true vulnerabilities but their new AI features auto triage and even fix issues for you. Aikido is FREE for small teams or anyone wanting to simply explore so check it out today at aikido.dev This episode is chalked full of information. We talked about the CNCF Kubestronaut program and how GenAI has changed the cert prep game, and see what tools and techniques we should use to prepare for next year! You've probably seen Mumshad's courses. He has been another person like myself who, for almost a decade, has been making container courses on Docker, Kubernetes, all the tooling. Now he's running a giant platform of learning and they're introducing AI into your learning and certification prep, courses, and skills labs. And we go through all of it. We talk about all of the Linux Foundation certifications they cover. They've launched over 100 courses now on their platform and they cover a lot, if not all of the Linux certifications, especially around Kubernetes and the Cloud Native ecosystem. I'm a huge fan of that. I think this is great stuff for everyone, especially if you're early in your career and you're using certifications as a way to prove your expertise or you're like me, you've been around forever and you want to show that you're up to date. There's also a video version of this show on YouTube . ★Topics★ KodeKloud website Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Mumshad Mannambeth - Guest Vijin Palazhi - Guest (00:00) - DDT MAIN (Audio) Bret's NEW (04:32) - Community in Career Growth (05:48) - Intro (07:51) - Kubernetes Certifications: Kubestronaut (11:36) - The Kubernetes Learning Path (15:40) - Who is Kubestronaut For? (22:24) - Maintaining Kubernetes Certification (24:34) - Changes in Certification Requirements (25:12) - KodeKloud Course Updates (26:46) - Exploring BlueSky for Cloud Native Community (27:21) - AI in Certification and Teaching Assistance (39:21) - AI Tutor and Future of Learning (40:31) - Replacing Q&A with AI? (57:22) - Rapid Fire Q&A (57:32) - Pro vs AI Subscription with KodeKloud (57:53) - Starting with K8s (01:00:52) - Certifications for Software Engineers (01:04:12) - Course Updates and Future Plans (01:06:33) - Developer Courses Plans? (01:09:20) - No Labs for Azure DevOps Course (01:10:53) - MLOps Courses (01:12:23) - Conclusion and Final Thoughts You can also support my free material 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
KubeCon Engineering Takeaways 37:15

29 weeks پیش37:15

37:15

Bret and Nirmal recorded this special offline episode at KubeCon North America in Salt Lake City. We hung out at the AWS booth to break down the major trends and developments from the conference. The event drew a record-breaking 10,000 attendees, with roughly half being first-timers to the Cloud Native ecosystem. Starting with Cloud Native Rejekts and moving through the pre-conference events, we noticed Platform Engineering emerged as the dominant theme, with its dedicated conference track drawing standing-room-only crowds. The main conference showcased a notable surge in new vendors, particularly in AI and security sectors, representing about a quarter of all exhibitors. We dissect the key engineering trends, ongoing challenges in Cloud Native adoption, and insights gathered from various conferences including ArgoCon, BackstageCon, and Wasm Day. In our 40-minute discussion, we tried to capture the essence of what made this year's KubeCon significant. It's a great listen whether you couldn't attend or if you're a veteran of the Cloud Native community. Watch the video on YouTube . ★Show Links★ Port "VM-like container runtime": Microsoft's Hyperlight Hyperlight Rejekts talk Akcess , easy K8s RBAC CLI Cloud Native Operational Excellence Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host (00:00) - Intro (03:38) - KubeCon Rejekts (04:50) - Better Than Namespaces (07:17) - Day 0 (08:32) - BackstageCon and Platform Interfaces (12:35) - Argo CD and Deployment Dashboards (13:57) - GitOps Bridge: Bridging Infrastructure and GitOps (14:49) - Kubernetes Resource Orchestrator (KRO) (16:23) - Fleet Management in Kubernetes (18:12) - Ford's Approach to Kubernetes Tooling (19:36) - CNOE: Community-Driven Kubernetes Reference Architectures (26:21) - AI Integration in Kubernetes Tools (34:03) - Managing Infrastructure at Scale with Karpenter (35:13) - KubeCon Highlights and Future Trends 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Personal AI with Ken Collins 57:58

31 weeks پیش57:58

57:58

Bret and Nirmal Mehta are joined by Ken Collins to dig into using AI for more than coding, and if we can build an AI assistant that knows us. They touch on a lot of tools and platforms. "We're bit all over the place on this one, from talking about AI features in our favorite note taking apps like Notion, to my journey of making an open AI assistant with all of my Q&A from my courses, thousands of questions and answers, to coding agents and more." Ken is a local friend in Virginia Beach and was on the show last year talking about AWS Lambda, and we've both been trying to find value in all of these AI tools for our day to day work. Watch the video version on YouTube . ★Topics★ The Lifestyle Copilot Blog Post Serverless AI Inference with Gemma 2 Blog Post Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Ken Collins - Guest Nirmal Mehta - Host (00:00) - Intro (01:26) - AI in Recruitment at Torc (03:25) - AI for Day to Day Workflows (04:44) - Notion AI and RAG (07:20) - Creating Your Own AI Search Solution (13:59) - Choosing the Right LLM for the Job (20:55) - Personal AI and Long Context Windows (25:10) - Future of Personal Fine-Tuned Models (25:52) - AI Assistants in Meetings (27:34) - Temperature and AI Hallucinations (32:07) - Agents and Tool Integration (39:31) - Apple Intelligence and Personal AI (44:56) - AI Apps on Mobile (50:00) - LoRA 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
State of Kubernetes UIs 17:08

35 weeks پیش17:08

17:08

Bret explores the spectrum of user interfaces and tools available for managing Kubernetes clusters as of Autumn 2024. This solo episode touches on both paid and open-source options, looking at their features, benefits, and drawbacks. Key tools covered include Lens, Aptakube, K8Studio, Visual Studio Code's Kubernetes extension, K9S, Portainer, and Meshery. Bret also discusses specialized tools like Headlamp and the Argo CD dashboard, and their specific use cases and advantages. ★Topics★ Lens Aptakube K8Studio K9s Kubernetes Dashboard Portainer Meshery Headlamp Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host (00:00) - Intro (01:43) - Paid UI Offerings (02:22) - Lens (03:42) - Aptakube and K8Studio (04:30) - Free and Open Apps (05:42) - K9s (06:45) - SaaS Offerings (07:32) - Web Dashboards (08:08) - Portainer (09:08) - Meshery (11:14) - Headlamp (13:28) - Argo CD's Web Dashboard 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
Inspektor Gadget 40:19

39 weeks پیش40:19

40:19

Bret and Nirmal are joined by Chris Kühl and Jose Blanquicet, the maintainers of Inspektor Gadget, the new eBPF-focused multitool, to see what it's all about. Inspektor Gadget, aims to solve some serious problems with managing Linux kernel-level tools via Kubernetes. Each security, troubleshooting, or observability utility is packaged in an OCI image and deployed to Kubernetes (and now Linux directly) via the Inspektor Gadget CLI and framework. Watch the video version on YouTube . ★Topics★ Inspektor Gadget website Inspektor Gadget Docs GitHub Repository Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host Chris Kühl - Guest Jose Blanquicet - Guest (00:00) - Intro (01:33) - Why Inspektor Gadget? (05:49) - Who is Inspektor Gadget For? (21:07) - Windows Nodes Support (22:15) - Stress Testing and OOM (26:50) - Ensuring Safe Use of eBPF Tools (32:42) - Future Roadmap and Platform Support (36:17) - Getting Started with Inspektor Gadget 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 Box Homepage bretfisher.com…

DevOps and Docker Talk: Cloud Native Interviews and Tooling

1
MLOps for DevOps People 48:29

41 weeks پیش48:29

48:29

Bret and Nirmal are joined by Maria Vechtomova, a MLOps Tech Lead and co-founder of Marvelous MLOps, to discuss the obvious and not-so obvious differences between a MLOps Engineer and traditional DevOps jobs. Maria is here to discuss how DevOps engineers can adopt and operate machine learning workloads, also known as MLOps. With her expertise, we'll explore the challenges and best practices for implementing ML in a DevOps environment, including some hot takes on using Kubernetes. There's also a video version to watch on YouTube . ★Topics★ Marvelous MLOps on LinkedIn Marvelous MLOps Substack Marvelous MLOps YouTube Channel Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Maria Vechtomova - Guest Nirmal Mehta - Host (00:00) - Intro (02:04) - Maria's Content (03:22) - Tools and Technologies in MLOps (09:21) - DevOps vs MLOps: Key Differences (19:22) - Transitioning from DevOps to MLOps (22:52) - Model Accuracy vs Computational Efficiency (24:46) - MLOps with Sensitive Data (29:10) - MLOps Roadmap and Getting Started (32:36) - Tools and Platforms for MLOps (37:14) - Adapting MLOps Practices to Future Trends (44:08) - Is Golang an Option for CI/CD Automation? 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 Box Homepage bretfisher.com…

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