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The Latest Testing, Deployment, and Maintenance Topics

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Expert Techniques to Trim Your Docker Images and Speed Up Build Times
Use -slim base images, multi-stage builds, smart layer caching, and chained RUN commands to build lean, fast, and production-ready Docker images.
August 18, 2025
by Chirag Agrawal
· 4,576 Views · 5 Likes
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Real-Time Analytics Using Zero-ETL for MySQL
Learn how to set up a zero-ETL integration from Amazon RDS for MySQL to Amazon Redshift using AWS CLI for real-time analytics without complex pipelines.
August 18, 2025
by Harpreet Kaur Chawla
· 1,962 Views · 2 Likes
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10 Essential Bash Scripts to Boost DevOps Efficiency
Learn how to streamline your DevOps workflow with 10 practical Bash scripts for automation, monitoring, and system management.
August 18, 2025
by Durojaye Olusegun
· 3,416 Views · 9 Likes
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Green DevOps: Building Sustainable Pipelines and Energy-Aware Cloud Deployments
This article explores how teams are measuring energy usage, optimizing pipelines, and deploying eco-conscious applications using modern tools and techniques.
August 15, 2025
by Gideon Ali
· 3,069 Views · 2 Likes
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How to Architect a Compliant Cloud for Healthcare Clients (Azure Edition)
We share how we built a secure, compliant cloud on Azure for healthcare clients using native services like RBAC, CMK encryption, and policy enforcement.
August 15, 2025
by Kishore Thota
· 3,521 Views · 3 Likes
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Consumer Ecosystem Design for Efficient Configuration Based Product Rollouts
Distributed architectures enable insurance teams to build scalable, configurable ecosystems—minimizing code changes and accelerating time to market.
August 15, 2025
by Ashish Shetti
· 1,714 Views · 1 Like
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Virtualized Containers vs. Bare Metal: The Winner Is…
With the performance of VMs rapidly increasing, is weighing the benefits of containers running on VMs versus bare metal as straightforward as it used to be?
August 15, 2025
by Chris Ward DZone Core CORE
· 5,083 Views · 7 Likes
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Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?
Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.
August 15, 2025
by Satrajit Basu DZone Core CORE
· 3,120 Views · 2 Likes
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A Comprehensive Comparison of Serverless Databases and Dedicated Database Servers in the Cloud
Serverless databases auto-scale, cut ops overhead, and offer pay-per-use pricing, ideal for cloud apps that prioritize agility over infrastructure.
August 14, 2025
by arvind toorpu DZone Core CORE
· 4,121 Views · 3 Likes
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Scheduler-Agent-Supervisor Pattern: Reliable Task Orchestration in Distributed Systems
The Scheduler-Agent-Supervisor (SAS) pattern enables scalable, resilient, and maintainable distributed task execution through clear role separation.
August 13, 2025
by Arun Kumar Rajamandrapu
· 2,876 Views · 3 Likes
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Designing Data Pipelines for Real-World Systems: A Guide to Cleaning and Validating Messy Data
Learn how to build a data sanitization pipeline to clean, validate, and monitor unstructured data to improve downstream reliability.
August 13, 2025
by Alessa Cross
· 2,596 Views · 1 Like
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From Red to Resolution: How I Used AI to Diagnose and Recommend Fixes for Flaky Tests
Learn how to detect, diagnose, and fix flaky tests using AI and open-source tools and boost test reliability without changing your existing QA workflow.
August 13, 2025
by Arbaz Surti
· 3,607 Views · 4 Likes
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Creating Serverless Applications With AWS Lambda: A Step-by-Step Guide
Learn to build scalable, cost-efficient serverless applications with AWS Lambda through this detailed, step-by-step guide.
August 13, 2025
by Bhanuprakash Madupati
· 73,941 Views · 17 Likes
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Implementing iOS Accessibility: A Developer's Practical Guide
Making your iOS app accessible is easier than you think, and it helps you reach more users while improving the experience for everyone.
August 12, 2025
by A Patel
· 1,967 Views · 1 Like
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Real-Time Recommendations Powered by Spanner, BigQuery, and Vector Embeddings
Through vector embeddings, this BigQuery and Spanner-powered system delivers real-time, personalized recommendations by capturing nuanced user and product similarities.
August 12, 2025
by Yogesh Tewari
· 3,457 Views · 3 Likes
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Declarative Pipelines in Apache Spark 4.0
Apache Spark's declarative pipelines let you define your entire data pipeline's desired outcome, and Spark handles the execution details.
August 12, 2025
by Sandeep Bishnoi
· 7,640 Views · 7 Likes
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Scaling Playwright Test Automation: A Practical Framework Guide
This article explains how to build a scalable Playwright testing framework using structured folders, page objects, fixtures, and utilities.
August 12, 2025
by Priti Gaikwad
· 4,119 Views · 3 Likes
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Migrating Legacy VB6 Applications to Modern Platforms
Still running legacy VB6 apps? Learn how to migrate them smoothly to modern platforms like .NET and Java using automated tools and smart strategies.
August 12, 2025
by Alona Nyzova
· 4,924 Views · 3 Likes
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Do You Understand the Debt You Have to Pay?
Not all technical debt needs to be paid today. In this article, I’ll walk you through different kinds of debt and strategies to deal with them wisely.
August 12, 2025
by Sebastian Malaca
· 1,553 Views · 5 Likes
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Deploying a Scalable Golang Application on Kubernetes: A Practical Guide
Learn how to deploy and scale a Golang app on Kubernetes using best practices like stateless design, concurrency, health checks, and autoscaling.
August 11, 2025
by Neel Shah
· 3,270 Views · 2 Likes
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