DevOps and Docker Talk: Cloud Native Interviews and Tooling Bret Fisher

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 live recording of the complete show from April 18, 2024 on YouTube (Ep. 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 BoxHomepage bretfisher.com

Bret is joined by Jasper Paul and Vinoth Kanagaraj, observability experts and Site24x7 Product Managers, to discuss achieving end-to-end visibility for applications on Kubernetes infrastructure. We answer questions on all things monitoring, OpenTelemetry, and KPIs for DevOps and SREs.
We talk about the industry's evolution from monitoring to full observability platforms, as well as adjacent topics for helping you with your own Kubernetes and application monitoring, including going through some of the most useful metrics in Kubernetes and AI's role in metric analysis and alerting humans.
Be sure to check out the live recording of the complete show from April 25, 2024 on YouTube (Ep. 263). Includes demos.
★Topics★Site24x7 Full stack observabilitySite24x7 Kubernetes monitoringVoting App
Creators & Guests

Cristi Cotovan - Editor
Beth Fisher - Producer
Bret Fisher - Host
J.P. Jasper - Guest

(00:00) - Intro
(02:01) - Observability vs Monitoring
(08:32) - The New App Health Layer
(14:39) - Attributes Collected
(17:47) - Unified Observability
(19:00) - AI-Powered Insights: The Role of AIOps
(21:51) - OpenTelemetry and Multi-Cluster Monitoring
(25:45) - Windows Support
(26:06) - Correlating Requests Between Microservices
(28:14) - Synthetic vs Real-Time Monitoring
(30:25) - Dashboards, Tracing and Metrics
(37:17) - Getting Started

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 BoxHomepage bretfisher.com

Bret and Nirmal are joined by Neil Cresswell and Steven Kang from Portainer to look at K2D, a new project that enables us to leverage Kubernetes tooling to manage Docker containers on tiny devices at the far edge.
K2D stands for Kubernetes to Docker, which is a bit of a crazy idea -- it's a partial Kubernetes API running on top of Docker Engine without needing a full Kubernetes control plane. If you work with very small devices, including older Raspberry PIs, 32-bit machines, maybe industry sensors and the infrastructure we now call 'edge', the container hardware is often hard for you to make simple, reliable, and automated all at the same time.
So this project uses less resources than a single node K3S and still allows you to use Kubernetes tools to deploy and manage your containers, which are in fact just running on a Docker Engine with no full-fledged Kubernetes distribution going on there.
We get into far more detail on the architecture, the Portainer team's motivations for this new open source project and what its limitations are, because it's not real Kubernetes, so it can't do everything.
Be sure to check out the video version of this episode for any demos.
This episode is from our YouTube Live show on March 28, 2024 (Ep. 260).
★Topics★K2D websiteK2D Docs
Creators & Guests

Cristi Cotovan - Editor
Beth Fisher - Producer
Bret Fisher - Host
Neil Cresswell - Guest
Nirmal Mehta - Host
Steven Kang - Guest

(00:00) - Intro
(02:40) - Introducing the guests
(03:56) - Why K2D? Architecture and Motivations
(05:55) - How Efficient is K2D?
(10:25) - K2D Architecture Explained: Components and Operations
(20:42) - What Happens When Resources are Exhausted?
(23:18) - K2D for Edge Deployment with Portainer or Argo CD
(28:22) - K2D Future Roadmap
(30:36) - Getting Started with K2D

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 BoxHomepage bretfisher.com

Bret and Nirmal are joined by Dan Lorenc from Chainguard to walk them through Chainguard's approach to building secure, minimal container images for popular open source software.
They discuss why it is important to have secure and minimal container images. Dan explains how Chainguard helps remove the pain of CVEs, laggy software updates and patches and much more. Chainguard is now available also on Docker Hub.
They spend the first part of the show talking about the week's big news: the XZ supply chain attack, and Dan was the best man to explain it. They also touch on CVEs, things you can do to reduce the attack surface, SLSA, and more during this jam-packed show.
Be sure to check out the live recording of the complete show from April 4, 2024 on YouTube (Ep. 261).
★Topics★Chainguard Website Vulnerability Management Certification course True Cost of Vulnerability Management Chainguard Images Chainguard on Docker Hub Announcement
Creators & Guests

Cristi Cotovan - Editor
Beth Fisher - Producer
Bret Fisher - Host
Nirmal Mehta - Host
Dan Lorenc - Guest

(00:00) - Intro
(05:14) - Dan's Take on the XZ Hack
(14:59) - Chainguard Distro Creation
(21:21) - Chainguard in Docker Hub Announcement
(24:26) - Free Images vs Private Images
(26:27) - Zero CVE Approach
(28:33) - Ways to Reduce Attack Surfaces
(39:56) - Chainguard Academy
(41:08) - Real Time Antivirus Malware Scanner
(43:52) - Google Distro Lists Worth Using
(45:56) - Chainguard for Buildpacks
(46:20) - SLSA
(56:08) - What's Next for Chainguard?
(56:52) - Getting Started with Chainguard

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 BoxHomepage bretfisher.com

Bret and Nirmal are joined by Phil Estes of AWS to show us the Finch project, which bundles the best open source tools for building and running containers locally. Now it runs on macOS and Windows WSL2.
We've been talking with Phil about this show for months, and now that Finch has come to Windows, we thought it was the best time to clue you in as to why AWS created the Finch project and what it does.
You've probably heard of containerd, the most popular container runtime on the planet and BuildKit, the best way, in my opinion, to build container images. Those two work hand in hand in Docker and many other container tools. But you might not have heard of nerdctl or Lima, which are also open source tools that work with containerd and BuildKit to help you run containers locally in a virtual machine. Well, AWS had the idea of making an easy installer for these four tools. That's how Finch was born.
Finch is not meant to be a replacement of your existing way to run containers. The tools it installs are a bit of a minimum feature set, if you will, and more focused on providing people the exact tools AWS uses in its container platforms, mainly containerd and BuildKit, which are everywhere in AWS. Rather than building something that's feature equivalent to other local container solutions like Docker Desktop and Rancher Desktop, Finch keeps it simple and does the bare minimum. 
If you just want an easily installable and minimal way to build and run local containers at the command line with no goofy, high-end fancy features, pure open source and just on Mac and Windows, at least at this point, you should give Finch a try.
Be sure to check out the live recording of the complete show from February 22, 2024 on YouTube (Ep. 255).
★Topics★Finch WebsiteBret's local container runtime spreadsheet
Creators & Guests

Phil Estes - Guest
Cristi Cotovan - Editor
Beth Fisher - Producer
Bret Fisher - Host
Nirmal Mehta - Host

(00:00) - Intro
(00:35) - What is Finch?
(03:53) - Phil's History with Docker and Finch
(07:59) - Deep Dive into AWS Finch Project
(11:41) - How do the Components Tie Together
(25:31) - Finch's Position in the Container Ecosystem
(26:47) - Finch's Capabilities and Comparisons
(27:45) - VM Management and Lima Integration
(37:51) - Finch's Roadmap and Community Engagement
(41:49) - How Does Finch Connect to Lima?
(42:45) - Potential Lima Conflicts with Finch
(46:38) - Getting Started wtih Finch

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 BoxHomepage bretfisher.com

Bret is joined by Neil Cresswell, CEO and co-founder of Portainer, to show us new features in Portainer and how it can manage, deploy, and orchestrate all your container workloads from a single Docker Engine, all the way to multi-cluster and IoT Kubernetes deployments.
Portainer is much more comprehensive than you might think. Docker on the Edge, Podman, Kubernetes, in the cloud, in hybrid, you name it; it seems that Portainer supports it. In the show, we also get some updates on new things that have happened in the last couple of years, including adding GitOps support to Portainer, the ability to deploy Kubernetes nodes, and infrastructure.
Be sure to check out the live recording of the complete show with demos from February 29, 2024 on YouTube (Ep. 256).
★Topics★Portainer Website Portainer on YouTubePortainer on XPortainer on LinkedInPortainer Demo: Kubernetes the "easy" way
Creators & Guests

Cristi Cotovan - Editor
Beth Fisher - Producer
Bret Fisher - Host
Neil Cresswell - Guest

(00:00) - Intro
(02:50) - How Portainer Started
(05:38) - Portainer's Strongest Use Cases
(08:56) - Portainer's Cluster Provisioning
(12:42) - Docker Desktop and Portainer
(15:22) - GitOps with Portainer
(18:43) - K2D Teaser
(21:34) - Portainer Across Different Environment Types
(25:21) - Portainer's Focus on IoT and Edge
(29:01) - Portainer's Evolution and Future Developments
(35:03) - Passwords and Secrets Capabilities in Portainer
(40:15) - AI Capabilities in Portainer
(42:06) - Portainer Editions, Licenses and Pricing
(43:09) - Using Traefik for Ingress
(44:53) - What's Next for Portainer?

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 BoxHomepage bretfisher.com