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Agile Career Development Methodologies Team Management
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Software Design and Architecture
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Testing, Deployment, and Maintenance
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Last call! Secure your stack and shape the future! Help dev teams across the globe navigate their software supply chain security challenges.

Modernize your data layer. Learn how to design cloud-native database architectures to meet the evolving demands of AI and GenAI workloads.

Releasing software shouldn't be stressful or risky. Learn how to leverage progressive delivery techniques to ensure safer deployments.

Avoid machine learning mistakes and boost model performance! Discover key ML patterns, anti-patterns, data strategies, and more.

The Latest Testing, Deployment, and Maintenance Topics

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Cost-Aware Resilience: Implementing Chaos Engineering Without Breaking the Budget
See how to apply cost-aware chaos engineering techniques using open-source tools, automation, and prioritization to improve system resilience without breaking the bank.
April 1, 2025
by Binoj Melath Nalinakshan Nair DZone Core CORE
· 6,123 Views · 6 Likes
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Creating a Web Project: Refactoring
See how to approach refactoring as a strategic investment in your codebase. Learn best practices, when not to refactor, and how to use automated tools and metrics to guide your efforts.
April 1, 2025
by Filipp Shcherbanich DZone Core CORE
· 3,084 Views · 4 Likes
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Building Scalable Data Lake Using AWS
Build a secure, scalable AWS data lake with S3, Glue, and Lake Formation, and learn key components, best practices, and analytics for optimized insights.
April 1, 2025
by Digvijay Waghela
· 3,545 Views · 3 Likes
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Testing AI Is the First Step to Using AI
Sales and marketing professionals in high tech should use AI, but how do you start? There's a crucial first step that often gets skipped: testing.
April 1, 2025
by Jesse Casman DZone Core CORE
· 2,226 Views · 2 Likes
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Testing DeepSeek-R1 Locally Using Ollama
Testing DeepSeek-R1 with Ollama for code generation, math solving, creative writing, and Q&A. See how it performs across tasks and where it falls short.
April 1, 2025
by Akmal Chaudhri DZone Core CORE
· 1,332 Views
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The Production-Ready Kubernetes Service Checklist
Prepare your Kubernetes cluster for production with high availability, private networking, robust security, monitoring, auto-scaling, backups, and fault tolerance.
March 31, 2025
by Nicolas Giron
· 4,730 Views · 6 Likes
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AWS WAF Classic vs WAFV2: Features and Migration Considerations
AWS WAFV2 is a major upgrade over WAF Classic, offering better scalability, flexibility, and automation. We'll also look at key migration considerations.
March 31, 2025
by Srinivas Chippagiri DZone Core CORE
· 4,405 Views · 2 Likes
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Product Design vs Platform Design for Software Development
Compare platform and product design approaches for business needs. Understand their differences and compare them to find the best fit for your use case.
March 31, 2025
by Ravi Kiran Mallidi DZone Core CORE
· 3,125 Views · 4 Likes
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The Role of DevSecOps in Securing Multi-Cloud Architectures
Discover how DevSecOps enhances security in multi-cloud ecosystems, enabling safe implementation and addressing key challenges with effective strategies.
March 31, 2025
by Hrushikesh Deshmukh
· 3,535 Views · 2 Likes
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Ansible Security and Testing Tools for Automation
Essential collection of security and testing tools and framework for your Ansible automation. Reduce the security risk using the tools.
March 28, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 6,888 Views · 7 Likes
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Understanding the Importance of Web Accessibility
Learn the importance of web accessibility, WCAG guidelines, and tools to ensure your website is usable by everyone, including individuals with disabilities.
March 28, 2025
by Vaishnavi Nayak
· 1,928 Views
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Security in the CI/CD Pipeline
Secure CI/CD pipelines with integrated security checks, static analysis, dependency scanning, and container security to prevent vulnerabilities in production.
March 28, 2025
by Elakkiya Daivam
· 3,506 Views · 2 Likes
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Using Terraform Moved Block to Refactor Resources
Terraform moved block, introduced in version 1.1.0, provides a straightforward way to refactor resources by explicitly mapping old resource addresses to new ones.
March 28, 2025
by Mariusz Michalowski
· 3,267 Views · 1 Like
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Building a Scalable ML Pipeline and API in AWS
This blog explains the architecture and design for building a scalable end-to-end ML pipeline using AWS for automated model execution, real-time data processing, and API.
March 28, 2025
by Dhanush Thirugnana
· 3,958 Views · 3 Likes
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The Art of Postmortem
Top tech companies have a meticulous post-mortem process for analyzing outages. In this article, we shed light on the art of writing a good post-mortem report.
March 28, 2025
by Aditya Visweswaran
· 3,157 Views · 3 Likes
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Self-Healing Data Pipelines: The Next Big Thing in Data Engineering?
Build self-healing data pipelines on GCP using AI-powered tools like GPT-4 and Python to detect and fix errors automatically.
March 27, 2025
by Naresh Erukulla
· 6,971 Views
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The Future of DevOps
Learn about Infrastructure as Code (IaC) predictions for 2025, from AI-driven drift management to cost optimization, platform engineering, and multi-framework trends.
March 27, 2025
by Omry Hay
· 3,135 Views · 3 Likes
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Modern QA Practices to Enhance Software Reliability
Modern QA approaches help business processes by improving operational efficiency through early defect detection, broader test coverage, and enhanced software stability.
March 26, 2025
by Pavel Novik
· 3,065 Views
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Ensuring Data Quality With Great Expectations and Databricks
Ensure data quality in pipelines with Great Expectations. Learn to integrate with Databricks, validate data, and automate checks for reliable datasets.
March 26, 2025
by Sairamakrishna BuchiReddy Karri
· 2,843 Views · 1 Like
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How to Integrate Event-Driven Ansible With Kafka
Integrate Ansible with Kafka for real-time automation: trigger playbooks via Kafka events, enhance incident response, optimize workflows, and scale seamlessly.
March 26, 2025
by Binoj Melath Nalinakshan Nair DZone Core CORE
· 4,268 Views · 12 Likes
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