MLOps for DevOps People

DevOps and Docker Talk: Cloud Native Interviews and Tooling

Player FM - Internet Radio Done Right

489 subscribers

تمت الإضافة منذ قبل six عام

المحتوى المقدم من Bret Fisher. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Bret Fisher أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/biscuits-jam-2787342">Biscuits & Jam</a></span>

1
Biscuits & Jam

إلغاء الاشتراك

منذ 4 أياممنذ 4d ago

إلغاء الاشتراك

أسبوعيا

In the South, food and music go hand in hand. They define much of what we think of as Southern culture, and they say a lot about our past, our present, and our future. Each week, Sid Evans, Editor in Chief of Southern Living, sits down with musicians, chefs, and other Southern icons to hear the stories of how they grew up, what inspires them, and why they feel connected to the region. Through honest conversations, Sid explores childhood memories, the family meals they still think about, and the intersection of food and music in their lives. Always surprising, always engaging, Biscuits & Jam is a celebration of the South—and the people who are moving it forward every day. New episodes every Tuesday.

منذ عام واحد 48:29

MP3•منزل الحلقة

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 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

178 حلقات

MLOps for DevOps People

DevOps and Docker Talk: Cloud Native Interviews and Tooling

489 subscribers

published منذ عام واحد

MP3•منزل الحلقة

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 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

178 حلقات

كل الحلقات

1
Is Swarm at EOL? 18:03

منذ 29 يومًا18:03

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 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…

1
Best of Cloud Native 2024 1:11:42

منذ 8 weeks1:11:42

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…

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

منذ 10 weeks1:01:56

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 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…

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

منذ 12 weeks1:13:01

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…

1
KubeCon Engineering Takeaways 37:15

منذ 14 weeks37:15

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 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…

1
Personal AI with Ken Collins 57:58

منذ 16 weeks57:58

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 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…

1
State of Kubernetes UIs 17:08

منذ 20 weeks17:08

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 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…

1
Inspektor Gadget 40:19

منذ 24 weeks40:19

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 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…

1
MLOps for DevOps People 48:29

منذ 26 weeks48:29

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 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…

1
Traefik 3.0: What's New? 54:15

منذ 28 weeks54:15

54:15

Bret and Nirmal were joined by Emile Vauge, CTO of Traefik Labs to talk all about Traefik 3.0. We talk about what's new in Traefik 3, 2.x to 3.0 migrations, Kubernetes Gateway API, WebAssembly (Cloud Native Wasm), HTTP3, Tailscale, OpenTelemetry, and much more! Watch the video version on YouTube . ★Topics★ Traefik Website Traefik Labs Community Forum Traefik's YouTube Channel Gateway API helper CLI ingress2gateway migration tool Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host Emile Vauge - Guest (00:00) - Intro (02:20) - Origins of Traefik (05:01) - The Road to 3.0 (06:20) - Balancing Stability and Innovation (08:25) - Migration to Traefik 3.0 (14:58) - WebAssembly and Plugins in Traefik (21:43) - Gateway API and gRPC Support (30:32) - Gateway API Components and Configuration (33:35) - Tools for Gateway API Management (40:08) - OpenTelemetry Integration (47:21) - Future Plans and Community Contributions 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…

1
Debug Containers with Mintoolkit 1:15:34

منذ 30 weeks1:15:34

1:15:34

Bret is joined by DockerSlim (now mintoolkit) founder Kyle Quest, to show off how to slim down your existing images with various options. The slimming down includes distroless images like Chainguard Images and Nix. We also look at using the new "mint debug" feature to exec into existing images and containers on Kubernetes, Docker, Podman, and containerd. Kyle joined us for a two-hour livestream to discuss mint’s evolution. Watch a video version on YouTube . ★Topics★ Mint repository in GitHub Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Kyle Quest (aka Q) - Guest (00:00) - Intro (02:26) - The Evolution of Docker Slim (04:43) - Docker Slim's First Feature (10:04) - Forcing Change is Not Always Possible (13:29) - Docker Slim Name Change to Mintoolkit (15:13) - Dive vs Mint (18:45) - Mint and the Problem with Container Debugging (28:25) - AI-Assisted Debugging (34:46) - Hands-On Debugging Examples (41:27) - Debugging a Podman Image (49:00) - Kubernetes Debugging Example (59:00) - What is KoolKits? (01:05:48) - Future Plans for Mintoolkit (01:06:44) - cdebug: Dedicated Debugging Tool for Containers 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…

1
Observability Cost-Savings and eBPF Goodness with Groundcover 55:42

منذ 32 weeks55:42

55:42

Bret is joined by Shahar Azulay, Groundcover CEO and Co-Founder, to discuss their new approach to fully observe K8s and its workloads with a "hybrid observability architecture." Groundcover is a new, cloud-native, eBPF-based platform that designed a new model for how observability solutions are architected and priced. It is a product that can drastically reduce your monitoring, logging, and tracing costs and complexity, it stores all its data in your clusters and only needs one agent per host for full observability and APM. We dig into the deployment, architecture, and how it all works under the hood. Watch the video version on YouTube . Includes demos. ★Topics★ Groundcover Discord Channel Groundcover Repository in GitHub Groundcover YouTube Channel Join the Groundcover Slack Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Shahar Azulay - Guest (00:00) - Intro (03:16) - Shahar's Background and GroundCover's Origin (06:34) - Where Did the Hybrid Idea Come From? (12:11) - GroundCover's Deployment Model (18:21) - Monitoring More than Kubernetes (20:32) - eBPF from the Ground Up (23:58) - How Does Groundcover read eBPF Logs? (32:06) - GroundCover's Stack and Compatibility (36:18) - The Importance of PromQL (37:41) - Groundcover Also OnPrem and Managed (49:35) - Getting Started with Groundcover (52:15) - Groundcover Caretta (54:55) - What's Next for Groundcover? 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…

1
Flow State with VS Code AI 37:37

منذ 34 weeks37:37

37:37

Bret and Nirmal are joined by Continue.dev co-founder, Nate Sesti, to walk through an open source replacement for GitHub Copilot. Continue lets you use a set of open source and closed source LLMs in JetBrains and VSCode IDEs for adding AI to your coding workflow without leaving the editor. You've probably heard about GitHub Copilot and other AI code assistants. The Continue team has created a completely open source solution as an alternative, or maybe a superset of these existing tools, because along with it being open source, it's also very configurable and allows you to choose multiple models to help you with code completion and chatbots in VSCode, JetBrains, and more are coming soon. So this show builds on our recent Ollama show. Continue uses Ollama in the background to run a local LLM for you, if that's what you want to Continue to do for you, rather than internet LLM models. Check out the video version on YouTube . Includes demos. ★Topics★ Continue.dev Website Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host Nate Sesti - Guest (00:00) - Introduction (01:52) - Meet Nate Sesti, CTO of Continue (02:40) - Birth and Evolution of Continue (03:56) - Continue's Features and Benefits (22:24) - Running Multiple Models in Parallel (26:38) - Best Hardware for Continue (32:45) - Other Advantages of Continue (36:08) - Getting Started with Continue 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…

1
AWS Graviton: The Great Arm Migration 39:16

منذ 36 weeks39:16

39:16

Bret and Nirmal are joined by Michael Fischer of AWS to discuss why we should use Graviton, their arm64 compute with AWS-designed CPUs. Graviton is AWS' term for their custom ARM-based EC2 instances. We now have all major clouds offering an ARM-based option for their server instances, but AWS was first, way back in 2018. Fast forward 6 years and AWS is releasing their 4th generation Graviton instances, and they deliver all the CPU, networking, memory and storage performance that you'd expect from their x86 instances and beyond. I'm a big fan of ARM-based servers and the price points that AWS gives us. They have been my default EC2 instance type for years now, and I recommend it for all projects I'm working on with companies. We get into the history of Graviton, how easy it is to build and deploy containers and Kubernetes clusters that have Graviton and even two different platform types in the same cluster. We also cover how to build multi-platform images using Docker BuildKit. Watch the video version on YouTube . Includes demos. ★Topics★ Graviton + GitLab + EKS Porting Advisor for Graviton Graviton Getting Started Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Nirmal Mehta - Host Michael Fischer - Guest (00:00) - Intro (06:19) - AWS and ARM64: Evolution to Graviton 4 (07:55) - AWS EC2 Nitro: Why and How? (11:53) - Nitro and Graviton's Evolution (18:35) - What Can't Run on Graviton? (23:15) - Moving Your Workloads to Graviton (27:19) - K8s Tooling and Multi-Platform Images (37:07) - Tips for Getting Started with Graviton 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…

1
Local GenAI LLMs with Ollama and Docker 50:08

منذ 38 weeks50:08

50:08

Bret and Nirmal are joined by friend of the show, Matt Williams, to learn how to run your own local ChatGPT clone and GitHub Copilot clone with Ollama and Docker's "GenAI Stack," to build apps on top of open source LLMs. We've designed this conversation for tech people like myself, who are no strangers to using LLMs in web products like chat GPT, but are curious about running open source generative AI models locally and how they might set up their Docker environment to develop things on top of these open source LLMs. Matt Williams is walking us through all the parts of this solution, and with detailed explanations, shows us how Ollama can make it easier on Mac, Windows, and Linux to set up LLM stacks. Be sure to check out the video version of this episode for any demos. This episode is from our YouTube Live show on April 18, 2024 (Stream 262). ★Topics★ Creators & Guests Cristi Cotovan - Editor Beth Fisher - Producer Bret Fisher - Host Matt Williams - Host Nirmal Mehta - Host (00:00) - Intro (01:32) - Understanding LLMs and Ollama (03:16) - Ollama's Elevator Pitch (08:40) - Installing and Extending Ollama (17:17) - HuggingFace and Other Libraries (19:24) - Which Model Should You Use? (26:28) - Ollama and Its Applications (28:57) - Retrieval Augmented Generation (RAG) (36:44) - Deploying Models and API Endpoints (40:38) - DockerCon Keynote and LLM Demo (47:44) - Getting Started with Ollama 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…

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