Testing, Deployment, and Maintenance Resources

Cloud Automation Excellence: Terraform, Ansible, and Nomad for Enterprise Architecture

Enterprise cloud architecture demands sophisticated orchestration of infrastructure, configuration, and workload management across diverse computing platforms.

September 9, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,482 Views · 3 Likes

Replacing LEADTOOLS Scanner With AWS Textract (Step-by-Step Migration)

LEADTOOLS is a scanning tool that needs to be migrated to the AWS Cloud using an equivalent service, such as AWS Textract, for real-time document scanning.

September 8, 2025

by Prabhakar Mishra

· 2,511 Views · 1 Like

Slimming Down Docker Images: Base Image Choices and The Power of Multi-Stage Builds

Multi-stage Docker builds separate build-time dependencies from runtime requirements, dramatically reducing production image sizes.

September 8, 2025

by Chirag Agrawal

· 3,502 Views · 3 Likes

Building a Platform Abstraction for AWS Networks Using Crossplane

Build Crossplane abstractions that let your devs request AWS networks without writing infrastructure code. Create XRD and composition to hide details.

September 5, 2025

by Ramesh Sinha

· 3,051 Views · 1 Like

How to Run Selenium Tests on Selenium Grid 4 With Jenkins and Docker Compose

A step-by-step guide to set up an automated pipeline to run Selenium WebDriver tests on Selenium Grid 4 with Jenkins and Docker Compose.

September 5, 2025

by Faisal Khatri

CORE

· 2,978 Views · 4 Likes

Build a RAG Application With LangChain and Local LLMs Powered by Ollama

Learn how to run local LLMs with Ollama and Azure Cosmos DB for RAG, ensuring data privacy, offline use, and full control of your AI workflow.

September 5, 2025

by Abhishek Gupta

CORE

· 3,281 Views · 1 Like

DevOps as a Platform: How to Help Developers Ship Faster Without the Chaos

Learn how DevOps as a Platform streamlines CI/CD, infra, and security, reducing waste and helping developers ship faster with built-in guardrails.

September 5, 2025

by Raghava Dittakavi

CORE

· 1,624 Views · 2 Likes

CI/CD in the Age of Supply Chain Attacks: How to Secure Every Commit

Supply chain attacks target CI/CD pipelines with privileged access and automation, exploiting trusted environments where security is often overlooked.

September 4, 2025

by Igboanugo David Ugochukwu

CORE

· 4,354 Views · 2 Likes

The Endless Cycle of Manual K8s Cost Optimization Is Costing Organizations More Than They Realize

The cycle of reactive Kubernetes cost-cutting is broken. Automated, proactive optimization makes efficiency sustainable.

September 4, 2025

by Pini Ben Nahum

· 2,281 Views

Engineering for Uptime: Observability, Testing, and the Road to Rock-Solid Back-End Services

Uptime isn’t luck — it’s engineered. Build it with observability, smart alerts, solid tests, and blameless operations. Reliable systems don’t need heroes.

September 4, 2025

by Aakanksha Aakanksha

· 2,205 Views · 3 Likes

CI/CD Is Not Enough: Stop Missing Test Failures With Intelligent Notifications

Learn how to turn test results into real-time, actionable alerts using Power Automate —no brittle scripts, just smart Teams notifications that drive visibility.

September 4, 2025

by Pradeepkumar Palanisamy

· 1,296 Views · 1 Like

Developing a Nationwide Real-Time Telemetry Analytics Platform Using Google Cloud Platform and Apache Airflow

Designed a real-time telemetry analytics platform using GCP and Airflow to process 10TB+ daily data, reduce support escalations, and improve operational visibility.

September 3, 2025

by Sruthi Erra Hareram

· 2,913 Views · 2 Likes

Observability for the Invisible: Tracing Message Drops in Kafka Pipelines

Kafka lag lies. Use Fluent Bit, OpenTelemetry, DLQs, and trace IDs to expose missing messages and harden observability in event-driven pipelines.

September 3, 2025

by Prakash Wagle

· 3,122 Views · 2 Likes

Container Security Essentials: From Images to Runtime Protection

Secure containers with hardened images, secrets management, runtime monitoring, and automated policies. We will also look at some of the cool tools Docker provides.

September 3, 2025

by Siri Varma Vegiraju

CORE

· 3,621 Views · 2 Likes

Stop Leaking Secrets: The Hidden Danger in Test Automation and How Vault Can Fix It

Hardcoded secrets in test automation can silently expose your systems. Let us see how to eliminate that risk using Vault for secure, dynamic credential management.

September 2, 2025

by Pradeepkumar Palanisamy

· 3,564 Views · 3 Likes

Technical Deep Dive: Scaling GenAI-Enhanced SBOM Analysis from Trivy Fix to Enterprise DevSecOps

Discover how Trivy PR #9224 enables complete SBOM dependency mapping, powering GenAI-driven DevSecOps automation and millions in enterprise cost savings.

September 2, 2025

by Ravi Sastry Kadali

· 2,652 Views · 1 Like

Monitoring Java Microservices on EKS Using New Relic APM and Kubernetes Metrics

Monitor Java microservices on Amazon EKS using New Relic APM. Set up JVM agents, tune GC settings, and track Kubernetes metrics with dashboards and alerts.

September 2, 2025

by Praveen Chaitanya Jakku

· 3,659 Views · 2 Likes

Modernizing Oracle Workloads With Real-Time Analytics

AWS now supports zero-ETL integration from Amazon RDS for Oracle to Redshift, enabling near-real-time analytics and machine learning without complex pipelines.

September 2, 2025

by Harpreet Kaur Chawla

· 1,719 Views · 1 Like

Autonomous QA Testing With Playwright, LangGraph, and GPT-4o on AWS

In this article, learn to build a fully autonomous QA pipeline that writes, executes, and self-heals Playwright tests using LLMs.

September 2, 2025

by Rama Mallika Kadali

· 4,096 Views

PII Leakage Detection and Measuring the Accuracy of Reports and Statements Using Machine Learning

Securing sensitive data and validating the correctness of reports and statements by checking for inconsistencies with machine learning capabilities.

September 2, 2025

by Malai Arasu Paneerselvam

· 2,193 Views · 4 Likes

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