Building a Global-Scale Data Platform with Kubernetes, MongoDB, and HashiCorp Tools
Master global data infrastructure deployment using Kubernetes, MongoDB, and HashiCorp tools for secure, scalable multi-cluster operations across geographical locations.
Introduction to Retrieval Augmented Generation (RAG) - From Fundamentals to Implementation
Dive into RAG fundamentals and learn to implement AI-powered chatbots using vector databases, combining retrieval and generative models for enhanced information processing capabilities.
Metamorphosis - The Daily Delivery Transformation Story
Discover how a software development team transformed their delivery process through cloud adoption, DevOps practices, and DORA metrics to achieve greater speed and agility in deployment.
A Systematic Approach to Reading Deep Learning Codebases
Master a systematic approach to understanding complex deep learning codebases, from initial paper review to mapping structure and components, with practical examples using SAM1.
Deploying Generative AI Applications - Building Code Assistants, Image Search, and Robotics Solutions
Discover practical implementations of LLMs through hands-on demonstrations of image search applications, coding assistance tools, and vision-language action models for robotics integration.
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.
Building and Sharing .NET CLI Tools - A Guide to Command Line Craftsmanship
Master the art of building CLI tools in .NET, from designing user-friendly interfaces with Spectre to publishing on NuGet. Learn command options, documentation best practices, and distribution techniques.
Orchestration vs. Choreography: The Good, the Bad, and the Trade-offs
Explore microservice coordination patterns through practical banking examples, learning to choose between orchestration and choreography for optimal system design and interservice communication.
The Grand Unified Theory of Clean Architecture and Test Pyramid
Discover a practical approach to combining Clean Architecture and Test Pyramid principles through real-world API examples, offering clear solutions for modern software development challenges.
Latest Developments in the Wolfram Quantum Framework - Quantum Computing and Simulation Tools
Explore the cutting-edge Wolfram Quantum Framework's capabilities, from symbolic quantum representations to simulation tools, enhancing your understanding of quantum computation and research applications.
Building a Self-Serving Multi-Tenant Kubernetes Platform for Enterprise - Developer Experience and Best Practices
Discover how to build a self-serving multi-tenant Kubernetes platform that streamlines deployment, enhances security, and provides unified management through automated namespaces.
No Requests, No Limits, No Service - How to Bring Kubernetes to a Grinding Halt
Dive into a real-world Kubernetes incident analysis, exploring how thousands of test environment pods caused cluster failure and learn valuable lessons for managing internal build platforms.
Engineering Success: A Blueprint for Effective Platform Adoption
Discover essential strategies for successful platform engineering implementation, from team structuring and product-centric approaches to stakeholder engagement and adoption optimization.
Auditing Kubernetes Users: Tracking Security Holes
Discover how to implement effective Kubernetes auditing mechanisms, track user activities, and detect security vulnerabilities through RBAC analysis and audit API implementation.
Defending AI on Kubernetes - A Red Team Security Playbook
Explore offensive security strategies and defense mechanisms for AI systems on Kubernetes, focusing on vulnerability assessment and protective measures from an attacker's viewpoint.
Leveraging Gateway API for Kubernetes Native API Management
Explore advanced Kubernetes networking with Gateway API, learning to optimize routing, security, and API management for scalable microservices architectures and service mesh integration.
Leveraging GenAI for Seamless Developer Experiences in Backstage
Discover how to enhance Backstage's capabilities by integrating ChatGPT and other LLMs, optimizing prompts, and automating development workflows for improved productivity.
Open Sourcing the Open Cluster Management Project - Lessons for AI Development
Discover how IBM and Red Hat's journey to open-source cluster management technology provides valuable insights for the future of open AI development and collaborative innovation in hybrid environments.
From EC2 to Kubernetes - Takeaways from a Brownfield Migration
Discover the real-world journey of migrating 1800 EC2 instances to Kubernetes, exploring strategies for customer migration, resource optimization, and overcoming deployment challenges in a SaaS environment.
Design Patterns for Running AI/ML and Big Data Workloads on Kubernetes
Explore essential design patterns and solutions for deploying AI/ML and big data workloads on Kubernetes, addressing challenges in container management, data handling, and system optimization.
Domain-Driven Platform Engineering - Enhancing Cloud Native Platforms Across Industries
Discover how domain-driven platform engineering transforms cloud platforms across industries, focusing on automation, self-service workflows, and industry-specific customization for enhanced efficiency.