Deployment Resources

Before You Microservice Everything, Read This

Microservices are powerful but often overused. Modular monoliths offer a simpler, scalable way to structure applications, especially at the start of a project.

June 16, 2025

by Nizam Abdul Khadar

· 3,081 Views · 4 Likes

How to Use Testcontainers With ScyllaDB

Learn how to use Testcontainers to create lightweight, throwaway instances of ScyllaDB for testing with hands-on example.

June 16, 2025

by Eduard Knezovic

· 1,731 Views · 1 Like

Mastering Kubernetes Observability: Boost Performance, Security, and Stability With Tracestore, OPA, Flagger, and Custom Metrics

This guide walks you through using Tracestore, OPA, Flagger, and custom metrics to make Kubernetes more observable, with better tracing, policy control, and performance.

June 16, 2025

by Prabhu Chinnasamy

· 2,826 Views · 53 Likes

Create POM With LLM (GitHub Copilot) and Playwright MCP

Learn how to build a scalable, AI-powered test automation framework using Playwright MCP, GitHub Copilot, and the Page Object Model design pattern.

June 13, 2025

by Kailash Pathak

CORE

· 4,698 Views · 5 Likes

KubeVirt: Can VM Management With Kubernetes Work?

KubeVirt, while promising for organizations exploring virtualization, several caveats remain for the support of at-scale virtual machine workloads

June 12, 2025

by Chris Ward

CORE

· 3,351 Views · 1 Like

Mastering Fluent Bit: Controlling Logs With Fluent Bit on Kubernetes (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.

June 12, 2025

by Eric D. Schabell

CORE

· 2,760 Views · 5 Likes

Engineering Resilience Through Data: A Comprehensive Approach to Change Failure Rate Monitoring

CFR measures how often changes break production. This article shows how to track it accurately using event data, confidence scoring, and real-time dashboards.

June 12, 2025

by Saumen Biswas

· 2,738 Views · 3 Likes

How to Install and Set Up Jenkins With Docker Compose

A complete step-by-step guide to install and run Jenkins using Docker Compose with detailed explanation and walk-through.

June 12, 2025

by Faisal Khatri

CORE

· 5,992 Views · 5 Likes

Enterprise-Grade Distributed JMeter Load Testing on Kubernetes: A Scalable, CI/CD-Driven DevOps Approach

Run distributed JMeter load tests on Kubernetes environments with CI/CD integration, auto-scaling, and real-time monitoring using InfluxDB and Grafana.

June 11, 2025

by Prabhu Chinnasamy

· 6,947 Views · 52 Likes

Converting List to String in Terraform

Use join(), format(), and jsonencode() in Terraform to name resources, format scripts/logs, and ensure clarity in dynamic configurations.

June 11, 2025

by Mariusz Michalowski

· 3,259 Views · 1 Like

Building Generative AI Services: An Introductory and Practical Guide

Amazon Bedrock simplifies AI app development with serverless APIs, offering Q&A, summarization, and image generation using top models like Claude and Stability AI.

June 11, 2025

by Srinivas Chippagiri

CORE

· 18,422 Views · 13 Likes

What They Don’t Teach You About Starting Your First IT Job

Starting your first job in Agile? This article breaks down what junior IT professionals really face—and how to handle real-world team dynamics, tools, and expectations.

June 10, 2025

by Ella Mitkin

· 1,963 Views · 4 Likes

Secure Your Oracle Database Passwords in AWS RDS With a Password Verification Function

Enforce strong password policies for Oracle databases on AWS RDS using built-in or custom verification functions via the rdsadmin package.

June 10, 2025

by arvind toorpu

CORE

· 2,248 Views · 3 Likes

The Bare Metal Bet That Made Our Multiplayer Platform Hum

Switching to a bare metal–based hybrid model cut costs and improved latency. It also eliminated cloud egress pain and avoided vendor lock-in.

June 9, 2025

by Harsh Pandey

· 2,708 Views · 2 Likes

Secure IaC With a Shift-Left Approach

Shift-Left secure Infrastructure as Code helps catch issues early, automate compliance, and build secure, scalable cloud infrastructure.

June 6, 2025

by Josephine Eskaline Joyce

CORE

· 2,996 Views · 4 Likes

Finding Needles in Digital Haystacks: The Distributed Tracing Revolution

Use distributed tracing—the key third pillar of observability—to track requests across microservices and turn debugging from guesswork into precise insights.

June 6, 2025

by Rishab Jolly

· 2,177 Views · 3 Likes

TFVC to Git Migration: Step-by-Step Guide for Modern DevOps Teams

Migrating from TFVC to Git modernizes the development workflow, enabling distributed version control, better branching, and DevOps automation.

June 6, 2025

by Thiyagarajan Mani Chettier

· 4,198 Views · 1 Like

Integrate Spring With Open AI

Learn how to easily integrate your Spring application with Open AI features and be ready to use the ChatGPT on your Java project.

Updated June 6, 2025

by Felipe Caparelli

· 13,559 Views · 10 Likes

Multi-Cluster Networking With Kubernetes and Docker: Connecting Your Containerized Environment

Simplify your complex Kubernetes multi-cluster docker environments for better efficiency and traceability by following the steps in this tutorial.

June 5, 2025

by Ram Chandra Sachan

· 2,898 Views · 11 Likes

From Monolith to Containers: Real-World Migration Blueprint

This guide shows how to move from a monolith to containers: containerize the app, split services gradually, adopt Kubernetes, automate with CI/CD, and modernize.

June 5, 2025

by Ravi Teja Thutari

CORE

· 4,247 Views · 7 Likes

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