Containers Resources

The "Unified Manifest" Pattern: Automating Blue-Green Deployments on Kubernetes

Automate Kubernetes blue-green deployments with a unified manifest. This pattern eliminates configuration drift, zero downtime, and cuts manual release steps by 84%.

December 8, 2025

by Dippu Kumar Singh

· 1,796 Views · 1 Like

Discover Hidden Patterns with Intelligent K-Means Clustering

K-Means goes beyond surface-level patterns to identify true shopper segments, enabling smarter cart-value forecasting and targeted recommendations.

December 5, 2025

by Raja Chakraborty

· 3,220 Views · 1 Like

Designing a CPU-Efficient Redis Cluster Topology

Learn how to design a Redis Cluster to minimize infrastructure cost by combining Docker & multi-master replication delivering the same performance with fewer VMs.

December 5, 2025

by Gaurav Rathor

· 2,375 Views · 3 Likes

From Containers to WebAssembly: The Next Evolution in Cloud-Native Architecture

Wasm is emerging as a fast, secure alternative to containers. This article explores its key advantages, real-world use cases, and role in modern DevOps pipelines.

December 5, 2025

by Gideon Ali

· 7,358 Views · 4 Likes

Mastering Fluent Bit: Controlling Logs with Fluent Bit on Kubernetes (update to Part 4)

This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use it on Kubernetes, and how to get back control of your logs in minutes.

November 27, 2025

by Eric D. Schabell

CORE

· 3,273 Views · 2 Likes

How to Push Docker Images to AWS Elastic Container Repository Using GitHub Actions

Learn how to automate CI/CD with GitHub Actions to build, tag, and push Docker images to AWS ECR, simplifying deployments directly from your repo.

November 26, 2025

by Purnima Upadhyaya

· 4,412 Views

Top 5 Practices for Building Dockerized MCP Servers

Learn the best practices for building MCP Servers and use them to power your LLM-powered applications. Make sure your setup has isolation and is secure.

November 26, 2025

by Mahak Shah

· 5,642 Views

LLMOps Under the Hood: Docker Practices for Large Language Model Deployment

LLMs need GPUs, libraries, and stable setups, which makes them hard to run. Docker simplifies this by packaging everything into portable containers.

November 26, 2025

by Pragya Keshap

· 3,491 Views

How I Cut Kubernetes Debugging Time by 80% With One Bash Script

Built a bash script that analyzes Kubernetes clusters in 60 seconds, generating HTML/JSON/Markdown reports. Saved 70 minutes daily across 8 clusters.

November 20, 2025

by Shamsher Khan

CORE

· 5,330 Views · 4 Likes

Kubernetes CSI Drivers

What does a storage standard specification look like? Why do we need it, and which problem does it solve? How does it work in practice, and what impact can it have?

November 20, 2025

by Ramesh Sinha

· 3,070 Views · 2 Likes

NVIDIA GPU Operator Explained: Simplifying GPU Workloads on Kubernetes

Learn how NVIDIA GPU Operator simplifies GPU management in Kubernetes. Explore features, setup steps, and best practices for AI/ML workloads.

November 18, 2025

by Sagar Parmar

· 3,235 Views · 1 Like

Kubernetes CNI Drivers

Learn how Kubernetes assigns pod IPs using CNI. This guide breaks down how container networking works and walks through building a simple custom CNI plugin.

November 17, 2025

by Ramesh Sinha

· 2,677 Views · 2 Likes

From Agent AI to Agentic AI: Building Self-Healing Kubernetes Clusters That Learn

Evolving from reactive Agent AI to autonomous Agentic AI: a self-healing Kubernetes system that learns from fixes and applies patterns automatically.

November 17, 2025

by Shamsher Khan

CORE

· 3,185 Views · 1 Like

DocumentDB Goes Cloud-Native: Introducing the DocumentDB Kubernetes Operator

Deploy, manage, and scale DocumentDB on Kubernetes with the new open-source DocumentDB Operator — cloud-native, PostgreSQL-based, and MongoDB-compatible.

November 13, 2025

by Abhishek Gupta

CORE

· 2,956 Views · 2 Likes

A Developer's Guide to Mastering Docker Networking Concepts

Learn the basics of creating Docker networks, the default network, and how to use Docker Compose to simplify the process of local development.

November 12, 2025

by Akaash Vishal Hazarika

· 3,114 Views · 5 Likes

Kubernetes Guardrail Extension: Bringing Compliance-as-Code to Your Browser

The Chrome extension validates Kubernetes YAML files directly inside GitHub and GitLab — empowering developers to catch compliance drifts early.

November 11, 2025

by Sajal Nigam

· 1,988 Views · 1 Like

Docker Security: 6 Practical Labs From Audit to AI Protection

Master Docker security with six practical labs that take you from basic configuration audits to advanced AI workload protection

November 10, 2025

by Shamsher Khan

CORE

· 4,713 Views · 6 Likes

GitOps-Backed Agentic Operator for Kubernetes: Safe Auto-Remediation With LLMs and Policy Guardrails

Create an AI-driven Kubernetes Operator that analyzes failures, generates fixes with LLMs, validates them with OPA, and applies changes safely via GitOps.

November 10, 2025

by Sajal Nigam

· 4,784 Views · 4 Likes

A Beginner's Guide to Docker Compose

Learn how to use Docker Compose to manage multi-container setups. Help overcome the need of running multiple docker-run statements to manage applications.

November 6, 2025

by Akaash Vishal Hazarika

· 4,712 Views · 4 Likes

A Beginner's Guide to Essential Commands to Fix Container Setup Issues

The five essential commands that all developers should know in order to develop and build applications in Docker. This will pinpoint the exact reasons for failure.

November 6, 2025

by Akaash Vishal Hazarika

· 3,245 Views · 4 Likes

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