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Latest Articles - DZone

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How to Implement Kill Switch Feature Flags in a Spring Boot Application
Kill switches are a type of feature flag that allows you to shut off features in your application quickly. Learn to use them in a Spring Boot app.
August 26, 2025
by Tilde Thurium
· 3,248 Views · 7 Likes
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Transforming Data into Decisions: Crafting Generative AI That Delivers Accurate Intelligence
This article explores how integrating rigorous data practices, and machine learning techniques can elevate the performance of generative AI systems.
August 25, 2025
by SrinivasaRao Thota
· 2,301 Views · 3 Likes
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Debugging Distributed ML Systems
My ML model misclassified groceries as entertainment. Distributed tracing with OpenTelemetry and Jaeger helped me quickly find a caching bug causing it.
August 25, 2025
by Ramya Boorugula
· 1,768 Views
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A Beginner’s Guide to Hyperparameter Tuning: From Theory to Practice
Hyperparameter tuning is critical to optimizing machine learning models, significantly enhancing their performance. This article provides an accessible guide to tuning.
August 25, 2025
by Shailendra Prajapati
· 1,519 Views
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AI Data Security: Core Concepts, Risks, and Proven Practices
AI boosts threat detection and response, but brings risks like data poisoning, model leaks, and insider threats. Learn how to protect your systems.
August 25, 2025
by Alex Macgasm
· 3,033 Views · 2 Likes
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Agent-to-Agent Protocol: Implementation and Architecture With Strands Agents
Strands Agents SDK supports multiple AI providers (Anthropic, OpenAI, Amazon Bedrock, etc.) and integrates with thousands of tools via Model Context Protocol (MCP).
August 25, 2025
by Rakesh Kumar Pal
· 2,712 Views · 2 Likes
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Modernizing Chaos Engineering: The Shift From Traditional to Event-Driven
Event-driven chaos engineering modernizes resilience testing by injecting failures based on real-time signals and system events.
August 25, 2025
by Josephine Eskaline Joyce DZone Core CORE
· 1,472 Views · 3 Likes
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The Ephemeral Cloud: A New Blueprint for Infrastructure Efficiency With Crossplane and kube-green
Use Crossplane and kube-green to replace wasteful, always-on cloud environments with on-demand, ephemeral ones, dramatically cutting costs and environmental impact.
August 25, 2025
by Graziano Casto DZone Core CORE
· 1,886 Views · 1 Like
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Building a 3D WebXR Game with WASI Cycles: Integrating WasmEdge, Wasmtime, and Wasmer to Invoke MongoDB, Kafka, and Oracle
Develop Fullstack WASM and WASI using all the most popular frameworks, databases, frontends, etc., from top to bottom, including source code
August 25, 2025
by Paul Parkinson
· 2,639 Views · 4 Likes
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Orchestrating Complex Workflows With XState
Using XState to orchestrate backend workflows with serverless and container-based approaches and drawing performance comparisons.
August 25, 2025
by Abhiram Kandiraju
· 4,557 Views · 2 Likes
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Toward Explainable AI (Part 2): Bridging Theory and Practice—The Two Major Categories of Explainable AI Techniques
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
August 25, 2025
by Frederic Jacquet DZone Core CORE
· 1,305 Views · 4 Likes
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Certificate Authorities: The Keystone of Digital Trust
Explore how Certificate Authorities (CAs) issue trusted certificates, enforce web security, and how CT logs and browser policies protect digital trust.
August 22, 2025
by Karthiek Maralla
· 2,800 Views · 2 Likes
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From History to the Future of AI Communication—IPC to MCP and A2A
MCP and A2A are stablishing standards while existing middleware markets are promising to provide the rails. The comparison and the outlook.
August 22, 2025
by Shashi Kumar
· 2,466 Views · 1 Like
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SHAP-Based Explainable AI (XAI) Integration With .Net Application
Explainable AI (XAI) reveals how ML models make decisions. Learn about SHAP, LIME, model-specific and agnostic methods, and how to deploy SHAP as a REST API.
August 22, 2025
by Indirakumar Rajendiran
· 3,485 Views · 1 Like
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Real-Time Model Inference With Apache Kafka and Flink for Predictive AI and GenAI
Learn how data streaming with Kafka and Flink enhances AI/ML model inference, enabling low-latency, scalable predictions in real-time business use cases.
August 22, 2025
by Kai Wähner DZone Core CORE
· 1,845 Views · 2 Likes
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Data Lake, Warehouse, or Lakehouse? Rethinking the Future of Data Architecture
AI is driving data lakes, warehouses, and lakehouses to converge into open, real-time platforms powered by Iceberg, Trino, and DuckDB.
August 22, 2025
by Miguel Garcia DZone Core CORE
· 2,849 Views · 1 Like
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A Deep Dive into Behavior-Driven Development
Behavior-Driven Development (BDD) bridges the gap between technical and non-technical stakeholders by using plain-language scenarios to define and test software behavior.
August 22, 2025
by Srinidhi Goud Myadaboyina
· 3,551 Views · 6 Likes
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Python Async/Sync: Advanced Blocking Detection and Best Practices (Part 2)
Master detecting hidden blocking sync code in Python async applications using timing wrappers, debug mode, profilers, and custom decorators for optimal performance.
August 22, 2025
by Prithviraj Kumar Dasari
· 4,935 Views · 5 Likes
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Data Storage: The Foundation for Scalable Analytics
This article provides a blueprint to build a scalable data storage foundation using a three-step framework of 5Q, BSG, and HWC with practical application.
August 22, 2025
by Junaith Haja
· 1,483 Views · 3 Likes
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How to Create Ansible Users and Add Passwords
The Ansible user module manages Linux and UNIX accounts declaratively, handling creation, updates, passwords, and groups.
August 22, 2025
by Mariusz Michalowski
· 2,791 Views · 3 Likes
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