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The Latest Testing, Deployment, and Maintenance Topics

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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 DZone Core CORE
· 18,542 Views · 13 Likes
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Software Specs 2.0: An Elaborate Example
Learn how to define precise, secure, and testable requirements for an AI-generated User Authentication Login Endpoint with structured documentation
June 11, 2025
by Stelios Manioudakis DZone Core CORE
· 7,478 Views · 4 Likes
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Integrating Cursor and LLM for BDD Testing With Playwright MCP (Model Context Protocol)
Learn in this article how BDD, AI-powered Cursor, and Playwright MCP simplify test automation, enabling faster, smarter, and more collaborative workflows.
June 11, 2025
by Kailash Pathak DZone Core CORE
· 3,847 Views
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Exploring Reactive and Proactive Observability in the Modern Monitoring Landscape
Embracing the shift in landscape from traditional monitoring systems to automated anomaly detection, pattern recognition, and root cause analysis.
June 10, 2025
by Abeetha Bala
· 2,143 Views · 1 Like
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Turbocharge Load Testing: Yandex.Tank + ghz Combo for Lightning-Fast Code Checks
When you need a quick assessment of your service’s ability to handle a load of 100+ requests per second, there’s no need to involve multiple teams in complex processes.
June 10, 2025
by Ilia Ivankin
· 1,499 Views · 2 Likes
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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
· 2,061 Views · 4 Likes
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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 DZone Core CORE
· 2,382 Views · 3 Likes
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Operationalizing Data Quality in Cloud ETL Workflows: Automated Validation and Anomaly Detection
Data quality isn’t an afterthought anymore; it is real-time, embedded, and self-healing. Cloud ETL needs smart checks, not checklists. Trust your data before it lies.
June 10, 2025
by BEVERLY DSOUZA
· 2,322 Views · 2 Likes
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Software Specs 2.0: Evolving Requirements for the AI Era (2025 Edition)
Learn about key qualities for writing software requirements—documented, correct, testable, and more—tailored for both human developers and AI code generation.
June 9, 2025
by Stelios Manioudakis DZone Core CORE
· 11,313 Views · 5 Likes
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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
· 2,964 Views · 2 Likes
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From Code to Customer: Building Fault-Tolerant Microservices With Observability in Mind
Learn how to build resilient Kubernetes microservices with fault tolerance, SRE practices, and observability from code to customer.
June 9, 2025
by Ravi Teja Thutari DZone Core CORE
· 3,475 Views · 4 Likes
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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 DZone Core CORE
· 3,204 Views · 4 Likes
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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
· 2,231 Views · 3 Likes
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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
· 4,418 Views · 1 Like
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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
· 13,730 Views · 10 Likes
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DevOps in the Cloud - How to Streamline Your CI/CD Pipeline for Multinational Teams
CI/CD pipelines—the backbone of any successful DevOps strategy—ensure code is tested, integrated, and deployed automatically, allowing teams to focus on innovation rather than manual processes.
June 5, 2025
by Fawad Mohsin
· 2,760 Views · 2 Likes
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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
· 2,995 Views · 11 Likes
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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 DZone Core CORE
· 4,460 Views · 7 Likes
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The Synergy of Security and Development: Integrating Threat Models With DevOps
Embedding security in the SDLC builds resilient apps against threats. Key practices include early integration, teamwork, automation, updates, and metric tracking.
June 5, 2025
by Sonia Mishra
· 1,957 Views · 2 Likes
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How I Supercharged My GenAI App and Saved My Sanity
Finding a better way to handle real-time data for my GenAI app pushed me to rethink the tools I use—and that decision paid off in ways I never expected.
June 4, 2025
by Haymang Ahuja
· 1,645 Views · 1 Like
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