Welcome to Royfactory

Latest articles on Development, AI, Kubernetes, and Backend Technologies.

Kubernetes Networking: Understanding the Network Model

Kubernetes Networking: Understanding the Network Model Question: “How do Pods, nodes, and Services communicate within a Kubernetes cluster?” Kubernetes networking is built on the network model, which defines how Pod-to-Pod, Pod-to-Service, and external-to-internal communication works. This model involves components like CNI plugins (Flannel, Calico), CoreDNS, and service discovery mechanisms. In this post, you’ll learn: The core concepts of the Kubernetes network model How Pods communicate with each other Node-to-node networking and the role of CNI plugins How Services and DNS interact with Pods Table of Contents What Is the Kubernetes Network Model? Pod-to-Pod Communication Node-to-Node Networking What Is CNI (Container Network Interface)? Services and DNS Integration Hands-On: Testing Pod Communication FAQ (Answer Engine Optimization) Key Takeaways Final Thoughts 1. What Is the Kubernetes Network Model? Kubernetes follows a simple but powerful rule: ...

July 30, 2025 · 3 min · 448 words · Roy

Kubernetes Networking: Service Types Summary

Kubernetes Networking: Service Types Summary Question: “Which Kubernetes Service type should I use for my application?” In this post, we summarize the four main Service types — ClusterIP, NodePort, LoadBalancer, and ExternalName — and explain their key features, use cases, and differences. We’ll also provide a quick decision guide for choosing the right Service type. Table of Contents {% toc %} 1. Service Types Overview Type Access Scope Typical Use Case ClusterIP Internal cluster Service-to-service traffic NodePort External via Node IP Development & testing LoadBalancer External via LB Cloud-based production apps ExternalName DNS mapping External API integration 2. ClusterIP Summary Default Service type in Kubernetes. Accessible only within the cluster. Ideal for backend microservices and internal APIs. Example: ...

July 29, 2025 · 2 min · 404 words · Roy

Kubernetes Networking: Exploring Service Resources

Kubernetes Networking: Exploring Service Resources Question: “How do you expose Pods to stable network endpoints in Kubernetes?” Pods in Kubernetes have dynamic IP addresses, which can change when a Pod restarts. To ensure consistent access and load balancing, Kubernetes provides a Service resource. In this post, you will learn: What a Kubernetes Service is and why it’s needed How Services communicate with Pods Service types: ClusterIP, NodePort, and LoadBalancer YAML configuration examples 1. What Is a Kubernetes Service? A Service is a stable networking abstraction that provides a fixed endpoint for a group of Pods, even if Pod IP addresses change. ...

July 26, 2025 · 3 min · 527 words · Roy

Kubernetes ConfigMap and Secret: How to Pass Data to Pods

Kubernetes ConfigMap and Secret: How to Pass Data to Pods Question: “How do I pass environment variables or sensitive data to a Kubernetes Pod?” Hardcoding configuration values or secrets inside container images is a bad practice. It complicates updates, poses security risks, and reduces flexibility. Kubernetes solves this problem with ConfigMaps and Secrets, which allow you to manage application configuration and sensitive data securely. Table of Contents 1. What Is a ConfigMap? A ConfigMap stores non-sensitive configuration data as key-value pairs. ...

July 22, 2025 · 3 min · 573 words · Roy

Kubernetes Pod Resource Management: Requests, Limits, and QoS

Kubernetes Pod Resource Management: Requests, Limits, and QoS Question: “How do I control CPU and memory usage for Pods in Kubernetes?” If resource limits are not set, a single Pod can consume excessive CPU or memory, causing instability across the cluster. Kubernetes provides Requests and Limits to manage resources effectively.

July 21, 2025 · 1 min · 50 words · Roy

Kubernetes Volumes Explained: How Pods Store and Share Data

Kubernetes Volumes Explained: How Pods Store and Share Data Question: “How do Pods keep their data persistent in Kubernetes?” Containers are ephemeral by design — when a container restarts, its data is lost. To solve this, Kubernetes provides Volumes, a mechanism for Pods to store and share data reliably. In this post, you will learn: What Volumes are and why they’re needed Different types of Kubernetes Volumes How to configure PersistentVolumes (PV) and PersistentVolumeClaims (PVC) Practical YAML examples for Pod storage Table of Contents 1. What Is a Volume in Kubernetes? A Volume is a storage abstraction that can be mounted to one or more containers inside a Pod. ...

July 21, 2025 · 4 min · 646 words · Roy

Kubernetes Multi-Container Pods: Why One Container Isn’t Enough

Kubernetes Multi-Container Pods: Why One Container Isn’t Enough Question: “Why would I need multiple containers inside a single Pod?” While most Pods have just one container, real-world applications often require additional helper containers for logging, monitoring, proxying, or data transformation. Kubernetes supports this pattern with multi-container Pods. 1. What Are Multi-Container Pods? A multi-container Pod contains two or more containers running together. These containers share: Same network namespace (localhost) Shared storage volumes Lifecycle (start/stop together) 2. Why Use Multi-Container Pods? Multi-container Pods are useful when: ...

July 20, 2025 · 3 min · 515 words · Roy

Kubernetes Pod Labels: A Complete Guide with Selectors and Examples

Kubernetes Pod Labels: A Complete Guide with Selectors and Examples What are labels in Kubernetes and why are they so important? Labels are not just decorative tags — they are the foundation for resource selection, grouping, and service routing. In this post, you’ll learn: What Kubernetes labels are and why they matter How to add, update, and query labels How selectors work with labels Best practices for designing labels FAQs for common real-world scenarios Table of Contents 1. What Are Kubernetes Labels? A label is a key-value pair attached to Kubernetes resources (Pods, Services, Deployments, etc.). Labels allow you to: ...

July 20, 2025 · 3 min · 620 words · Roy

Kubernetes Pod Health Checks: Liveness, Readiness, and Startup Probes

Kubernetes Pod Health Checks: Liveness, Readiness, and Startup Probes Question: “How can I ensure my Pod is healthy and ready to serve traffic?” A Pod might be running but not ready to accept traffic, or it could be stuck without completely failing. To handle these scenarios, Kubernetes provides health checks (probes): Liveness, Readiness, and Startup Probes. 1. What Is Pod Health Management? Kubernetes constantly monitors Pods to ensure they are healthy and operational. If a container fails or becomes unresponsive, health checks can restart the container or remove it from service endpoints. ...

July 19, 2025 · 3 min · 566 words · Roy

Understanding Pods: The Core Unit of Kubernetes

Understanding Pods: The Core Unit of Kubernetes If you’re learning Kubernetes, you’ll quickly encounter the term Pod — it’s not just another buzzword. Pods are the smallest deployable unit in Kubernetes, and they serve as the foundation for everything else. In this post, we’ll explore: What a Pod actually is Why Pods are necessary Pod structure and real examples How to create and inspect a Pod Differences between single and multi-container Pods Table of Contents 1. What Is a Pod? A Pod is a logical wrapper around one or more containers. ...

July 19, 2025 · 3 min · 574 words · Roy