CNCF [Cloud Native Computing Foundation] Courses

Breaking the 1.5MB Barrier: Running Large Metaflow Flows with Argo for AI/ML Workloads

See how Argo offloads workflow status to Aurora PostgreSQL to bypass etcd’s 1.5 MB object limit for large AI/ML pipelines.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Tuning Argo Rollouts for Thousands of Workloads - Managing Canary Deployments at Scale

Lessons from tuning Argo Rollouts to manage canary deployments across more than 10,000 Kubernetes workloads while balancing speed and customer safety.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Simplifying OpenTelemetry with Configuration

See how a language-agnostic OpenTelemetry file configuration can simplify setup across SDKs, instrumentation, and the Collector.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Measure What Matters - Strategic Approaches to System Observability

Learn to reduce alert noise and uncover meaningful system behavior through custom instrumentation and well-reasoned SLOs.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Taming the Chaos: Fine-Grained RBAC in Argo CD for Incident Avoidance

A case study in extending Argo CD permissions to prevent accidental deletions and other production incidents.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Unlocking Advanced Processing Capabilities with OpenTelemetry

See how OpenTelemetry processors can reduce telemetry costs and volume while balancing overhead and preserving critical data at scale.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

WebAssembly: Everything, Everywhere, All at Once - An Introduction to the WebAssembly Ecosystem

Explore WebAssembly’s build-once, run-everywhere approach across IoT, edge, and cloud, then build and publish a component in your own development environment.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

When Traditional CI/CD Is No Longer Enough - Understanding Ephemeral Environments

See how ephemeral environments can ease resource-intensive feature testing and support a transition beyond traditional CI/CD.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Supercharge Your Kubernetes DevOps - Achieving Observability Maturity with OpenTelemetry

Learn how OpenTelemetry instrumentation can advance observability maturity in Kubernetes environments.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Leveraging Data Output for Architectural Optimization in Cloud Native Systems

Observability, OpenTelemetry, and AI/ML insights are evolving to help practitioners design reliable, scalable cloud native solutions for complex distributed systems.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Containerd Fundamentals - Understanding Container Management in Kubernetes

See how containerd manages containers, images, snapshotters, and runtime integrations underneath Docker and Kubernetes.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Domain-Driven Platform Engineering - Enhancing Cloud Native Platforms Across Industries

Explores how domain-driven design shapes cloud-native platforms for industry needs, automating infrastructure operations and improving developer self-service workflows.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Design Patterns for Running AI/ML and Big Data Workloads on Kubernetes

Explore design patterns for handling container placement, data sharing, governance, and scaling challenges when running AI/ML and big data engines on Kubernetes.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Building and Operating Cloud Native Platforms with the Radius Project

See how Radius can simplify internal developer platforms, with a walkthrough of its architecture and a demonstration of building cloud-native applications.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

From EC2 to Kubernetes - Takeaways from a Brownfield Migration

Lessons from moving a SaaS product from 1,800 EC2 instances to Kubernetes, including customer migration, noisy neighbors, deployment, and resource allocation.

• YouTube
• 29 minutes
• Self-Paced
• Free Video