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Latest Articles - DZone

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Deploying Containers on Azure Container Apps
In this article, we’ll explore Azure Container Apps and walk through example ARM templates to demonstrate how to deploy them within an Azure environment.
July 24, 2025
by Siri Varma Vegiraju DZone Core CORE
· 3,066 Views
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The Hidden Bias in AI: How Data Shapes the Ethics of Machine Learning
AI bias stems from flawed data. It can be reduced through diverse datasets, fairness checks, transparency, and ethical guidelines to ensure AI aligns with human values.
July 24, 2025
by Arjun S.
· 1,782 Views · 1 Like
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Why Data Privacy Without Context Will No Longer Work in 2026
Traditional anonymization is no longer enough. Learn why enterprises now need context-aware, entity-level privacy to stay compliant and operational.
July 24, 2025
by Mouli Srini
· 1,999 Views · 3 Likes
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What Is Availability? Theory, Problems, Tools, and Best Practices
What is availability? Today, I will answer that question, dive into challenges, and share best practices related to availability.
July 24, 2025
by Bartłomiej Żyliński DZone Core CORE
· 2,404 Views · 2 Likes
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Building a Modern Data Platform That Delivers Real Business Value
Data modernization transforms how organizations manage and use data by aligning cloud-native tech, governance, and culture to drive value and agility.
July 23, 2025
by Amlan Patnaik
· 2,187 Views · 2 Likes
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Configuring Model Context Protocol (MCP) With Amazon Q CLI
In this post I share how MCP Servers can help provide better context with Amazon Q CLI, a next generation AI Coding Assistant
July 23, 2025
by Ricardo Sueiras
· 5,178 Views · 1 Like
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Undocumented Java 16 Feature: The End-of-File Comment
A Unicode escape (\u001a) in Java 16 acts like an end-of-file comment, silently cutting off compilation—an undocumented quirk with real implications.
July 23, 2025
by Pravin Jain
· 4,573 Views · 8 Likes
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The Golden Signals of Monitoring
Learn how Google’s Golden Signals — latency, traffic, errors, and saturation — help monitor service health and detect issues before they escalate.
July 23, 2025
by Krishna Vinnakota
· 2,538 Views · 4 Likes
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Beyond the Handoff: How Product and Engineering Teams Are Redefining Collaboration
Top tech firms are redefining product-engineering collaboration using frameworks like dual-track agile, product trios, and DORA metrics to drive innovation.
July 23, 2025
by Raksha Vashishta
· 3,322 Views · 2 Likes
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[Part-3] Text to Action: Adding Voice Control to Your Smart Calendar
In Part 3 of “Text to Action,” we add voice commands to our calendar assistant, converting speech to events using the Web Speech API and NLP pipeline.
July 23, 2025
by Vivek Vellaiyappan Surulimuthu
· 1,895 Views · 1 Like
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Building Resilient Event-Driven Applications Using Temporal
Temporal simplifies building resilient, event-driven applications by handling retries, failures, and state management without external tools.
July 23, 2025
by Lakshmi Narayana Rasalay
· 4,283 Views · 2 Likes
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Designing Retry-Resilient Fare Pipelines With Idempotent Event Handling
Design retry-safe fare pipelines with idempotent event handling to ensure consistency across failures, retries, and duplications.
July 23, 2025
by Ravi Teja Thutari DZone Core CORE
· 3,131 Views · 2 Likes
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Automating a Web Form With Playwright MCP and MySQL MCP
Learn how to automate form filling using Playwright MCP and MySQL MCP by fetching real-time data from a database with minimal scripting.
July 23, 2025
by Kailash Pathak DZone Core CORE
· 3,260 Views
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Software Engineering Trade-Offs: Why We Cannot Build the Perfect
Our job is to focus on min-maxing software engineering trade-offs to achieve the best result. I am sharing thoughts and practices on how to do it.
July 23, 2025
by Bartłomiej Żyliński DZone Core CORE
· 1,605 Views · 7 Likes
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Implementing ΔE-ITP in Python: Accurate Color Difference Metric for Image Processing
Compare classic image metrics and learn how to implement ΔE-ITP with Python for accurate perceptual color difference analysis in modern HDR workflows.
July 22, 2025
by Srishti Mukherjee
· 2,266 Views · 2 Likes
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More Than Just Buttons: A Frontend Engineer's Exploration of Accessibility Frameworks
Architect Accessibility from Day 0, focus/live-region utilities, keyboard-friendly components, axe-core CI tests, and a "mouse-free" review culture.
July 22, 2025
by Mohit Menghnani DZone Core CORE
· 1,583 Views · 2 Likes
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Implementing Least Privilege in AWS IAM: Principles, Practices, and Automation
Applying least privilege in AWS IAM helps reduce risk, improve compliance, and secure environments by granting only necessary permissions to users and services.
July 22, 2025
by Ishwar Bansal
· 3,800 Views · 2 Likes
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Building a Multi Tenancy Platform Using Camunda
This guide shows how to build a multi-tenant platform using Camunda BPM, covering AWS deployment, tenant isolation, upgrades, observability, and scaling best practices.
July 22, 2025
by Lakshmi Narayana Rasalay
· 1,655 Views · 1 Like
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Agile-Based Fine-Tuning of AI Agents for Domain-Specific User Feedback Loops
Think of agile fine-tuning as giving your AI a feedback loop and a sprint plan. It helps models stay accurate, adapt to real-world shifts, and serve users better, faster.
July 22, 2025
by Raja Manambedu Vijayakumar
· 2,424 Views · 1 Like
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Debugging Distributed Flight Search: What Logs Alone Won’t Tell You
Logs aren’t enough. Learn how tracing, metrics, and correlation IDs help debug fare mismatches in distributed flight search systems.
July 22, 2025
by Ravi Teja Thutari DZone Core CORE
· 2,022 Views · 3 Likes
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