The Role of Infrastructure in ML Leveraging Open Source - MLOps Podcast #197
Explore ML infrastructure's role in leveraging open-source tools. Learn about unifying data processing, experiment tracking, and monitoring in a single platform for efficient ML lifecycle management.
Using Terraform with Google Cloud - Creating and Managing Virtual Machines
Create a Virtual Machine in Google Cloud with Terraform. Learn to provision applications, use data sources and variables for dynamic configuration, and retrieve resource details through outputs.
Creating a Virtual Machine in AWS with Terraform
Create a Virtual Machine in AWS using Terraform. Learn to provision applications, use data sources and variables for dynamic configurations, and retrieve resource details through outputs.
Creating a Virtual Machine in Azure with Terraform
Create a Virtual Machine in Azure using Terraform. Learn to provision applications, use data sources and variables for dynamic configurations, and retrieve resource details through outputs.
Automated Multi-Cloud Multi-Flavor Kubernetes Cluster Upgrades Using Operators
Discover how to automate Kubernetes cluster upgrades across multiple cloud providers using operators, focusing on zero-downtime deployments, security patches, and efficient infrastructure management.
AuthZEN: The OpenID Connect for Authorization - A New Standard for Cloud-Native Authorization
Discover how AuthZEN is revolutionizing cloud-native authorization standards through unified APIs, exploring both policy-as-code and policy-as-data approaches while ensuring vendor independence and interoperability.
Elevate Your Kubernetes Policy Game with Kyverno - Policy as Code Lifecycle Management
Master Kubernetes policy management with Kyverno through real-world insights from Robinhood's migration journey, covering validation, enforcement, lifecycle management, and performance optimization for large-scale deployments.
Cluster API Deep Dive - Roadmap to API Graduation
Discover how Cluster API manages Kubernetes clusters at scale, exploring production readiness, upcoming v1 graduation, and new features like Karpenter and in-place upgrades.
From Chaos to Harmony - Transforming ML Engineering Through Kubernetes Adoption
Discover how a data science team transformed their ML operations by adopting Kubernetes, implementing GitOps, and building robust frameworks for seamless model deployment and training across multiple stakeholders.
Evolving Reddit's Infrastructure via Principled Platform Abstractions
Discover how Reddit transformed its infrastructure management through platform abstractions, Kubernetes integration, and self-service interfaces to achieve scalable, efficient systems deployment.
Micro-Segmentation and Multi-Tenancy: The Brown M&Ms of Platform Engineering
Explore essential strategies for implementing secure multi-tenant architectures in cloud-native platforms, focusing on micro-segmentation, GitOps automation, and policy-driven approaches for optimal workload isolation.
Actions in the Wild: Usability and Ease of Use of Open Source Security Tools
Discover how to implement and optimize open-source security tools in software development, focusing on vulnerability analysis, CVE scoring, and automated GitHub security actions.
GitOps Safety: Rendering Accurate ArgoCD Diffs Directly on Pull Requests
Discover how to enhance GitOps safety by implementing accurate ArgoCD manifest diff visualization in pull requests, using ephemeral clusters for reliable configuration validation and error prevention.
Dog Food Delight - Migrating Argo Workflows CI to Self-Hosted Infrastructure
Discover how to migrate CI pipelines from GitHub Actions to Argo Workflows, exploring challenges, solutions, and benefits of running Kubernetes-based CI systems with improved efficiency and reliability.
Ephemeral Environment Practices - The Good, Bad, and Ugly
Explore best practices, challenges, and real-world implementations of ephemeral environments in cloud-native development, focusing on Argo CD integration, automation, and scalable deployment strategies.
Space Age GitOps - Lifting Off with Argo Promotions and Change Previews
Discover how Argo CD's new features streamline GitOps workflows through automated change previews and environment promotions, enhancing developer confidence and deployment efficiency.
Building a Cutting-Edge Kubernetes Internal Developer Platform at NVIDIA
Discover how NVIDIA streamlines Kubernetes operations using Python CDK, GitOps, and ArgoCD, while implementing secure secret management and efficient application delivery through Helm Charts.
The Evolution of Network Automation - From Scripts to Infrastructure Products
Discover how to transform network automation from basic scripting to delivering self-service infrastructure products, enabling organization-wide efficiency and DevOps integration.
Operationalize Network Automations with Itential - Standardizing Execution Across Platforms
Master network automation scaling with Itential's Automation-as-a-Service, standardizing execution across multiple platforms while enabling secure access control and self-service capabilities for teams.
A Beginner's Guide to Juju and Charms
Discover how to deploy and manage applications efficiently using Juju and Charms, exploring fundamental concepts and practical implementation techniques for beginners.
Building Scalable AI Infrastructure with KubeRay and Kubernetes
Master scalable AI infrastructure deployment using KubeRay and Kubernetes, covering gang scheduling, distributed checkpointing, and integration with cloud providers for efficient AI workload management.