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The Latest Data Topics

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Stop Writing Excel Specs: A Markdown-First Approach to Enterprise Java
Shift design specs from Excel to Markdown and let AI generate Java while preventing drift and cutting development time by 55%.
December 3, 2025
by Dippu Kumar Singh
· 5,986 Views · 2 Likes
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MCP Elicitation: Human-in-the-Loop for MCP Servers
MCP elicitation provides a standardized way for servers to request real-time user input through the client during a session.
December 3, 2025
by Maksim Kachurin
· 4,452 Views · 1 Like
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Apache Phoenix With Variable-Length Encoded Data
Learn how Apache Phoenix has developed a new variable-length encoded binary data type to support a wide range of large language models (LLMs) use cases.
December 2, 2025
by Viraj Jasani
· 5,835 Views · 1 Like
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Architecting Cloud Data Migration From Legacy Warehouses
This is a guide to migrating legacy enterprise data to the cloud with lift-and-shift, modernization, validation, and governance for reliable analytics.
December 2, 2025
by Swamy Ramajayam
· 4,465 Views · 2 Likes
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Why Open-Source OpenSearch 3.0 Is More Than Just an Upgrade: An Interview
OpenSearch 3.0 marks a pivotal shift toward a more scalable, flexible, and future-ready open source engine. Here's what you need to know about the project.
December 1, 2025
by Will Brown
· 2,003 Views · 1 Like
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From Chaos to Clarity: Building a Data Quality Framework That Actually Works
This article offers a practical, step-by-step guide to fix this by defining data quality goals, setting governance standards, adding monitoring, and building trust.
December 1, 2025
by Venkataram Poosapati
· 2,287 Views · 1 Like
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Next-Gen AI-Based QA: Why Data Integrity Matters More Than Ever
Learn why data integrity is essential for trustworthy AI, how poor data leads to failures and how modern QA methods like predictive checks improve reliability.
November 28, 2025
by Abhishek Trehan
· 3,425 Views
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Five Nonprofit & Charity APIs That Make Due Diligence Way Less Painful for Developers
Explore 5 top nonprofit & charity APIs that help developers simplify due diligence, verify organizations faster, and save valuable time.
November 28, 2025
by Muhammad Talha Mohsin
· 3,075 Views · 1 Like
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AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma
When you're building data pipelines in AWS, choosing between Managed Airflow and Step Functions isn't just a technical decision — it's a strategic one.
November 27, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 6,254 Views · 2 Likes
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Rethinking the Software Supply Chain for Agents
Today’s CI/CD pipelines aren’t built for AI. To make agentic systems reliable and trustworthy, we must evolve from continuous integration to continuous intelligence.
November 26, 2025
by Shibashis Mishra
· 2,046 Views · 2 Likes
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Revamping Real-Time Data Ingestion for Scalable Media Intelligence
AI-augmented microservices streaming architecture (Spring Boot, Kafka, Elasticsearch) to handle 8.64 million real-time media articles per day.
November 25, 2025
by Sindhukumar Rajakumaran
· 1,596 Views
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How to Build Real-Time Transaction Monitoring Systems With Streaming Data
Learn how to build real-time transaction monitoring systems with streaming data, exploring architecture, challenges, and best practices.
November 24, 2025
by Meet Deltan
· 3,951 Views · 1 Like
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The Right to Be Forgotten in Event-Driven Data Products
Using event sourcing to propagate deletes across the data mesh for consistent retention and right-to-be-forgotten compliance.
November 24, 2025
by Murat Balkan DZone Core CORE
· 1,740 Views · 2 Likes
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Iceberg Compaction and Fine-Grained Access Control: Performance Challenges and Solutions
Implementing fine-grained access control on Apache Iceberg can create major performance challenges. Learn how Glue, Redshift, and Athena handle FGAC at scale.
November 19, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 3,816 Views · 2 Likes
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Creating an End-to-End ML Pipeline With Databricks and MLflow
This tutorial shows how to build a complete ML pipeline on Databricks using Delta Lake for data management and MLflow for model tracking, registration, and deployment.
November 19, 2025
by harshraj bhoite
· 4,134 Views · 1 Like
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Meta Data: How Data about Your Data is Optimal for AI
Metadata enhances AI performance by providing crucial context for models. Learn key benefits, implementation strategies, and real-world examples for smarter AI systems.
November 19, 2025
by Kevin Vu
· 1,610 Views
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How to Create a Responsive Filter Component on React Guide
This guide walks developers through building a responsive filter component in React that adapts to both desktop and mobile views using dropdowns and modals.
November 18, 2025
by Chase Bolt
· 4,039 Views · 2 Likes
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Building Gateway Analytics: My Journey to Making API Traffic Data Useful
Learn how to use OpenSearch to turn raw API gateway logs into insights, monitor performance, detect failures, and optimize distributed systems.
November 18, 2025
by Rihana Suhail
· 2,228 Views · 3 Likes
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Embedding Ethics Into Multi-AI Agentic Self-Healing Data Pipelines
With this article, understand how to include ethical practices while developing a multi-agent generative AI framework for self-healing data pipelines.
November 18, 2025
by Naveen Kolli
· 2,445 Views · 1 Like
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Aggregation Strategies for Scalable Data Insights: A Technical Perspective
This blog compares Elasticsearch aggregations: Sampler (fast), Composite (efficient), and Terms (for categories). Choose based on your data and performance needs.
November 18, 2025
by Navedha Sadhan
· 1,166 Views
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