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The Latest Data Engineering Topics

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Building Self-Healing Data Pipelines: From Reactive Alerts to Proactive Recovery
Self-healing AI systems mark a turning point for modern data operations. Learn its possibilities and limits, and how to adopt it safely.
December 4, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 1,711 Views · 1 Like
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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
· 5,266 Views · 2 Likes
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Engineering Evidence‑Grounded Review Pipelines With Hybrid RAG and LLMs
For high-stakes reviews, our Hybrid RAG and LLM framework ensures auditable AI by forcing structured, verified, and calibrated outputs
December 3, 2025
by Chidozie Managwu
· 2,231 Views
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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
· 3,823 Views · 1 Like
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Building Privacy-Preserving ML for CRM Systems With Federated Learning
Build global ML models without moving customer data. Each region trains locally, shares encrypted updates. Data stays local, insights go global.
December 3, 2025
by Dhruv Kulshrestha
· 1,365 Views · 1 Like
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Implementing Zero Trust on Google Cloud
This is a guide to implementing Zero Trust on Google Cloud using IAM, access controls, Deny Policies, Principal Access Boundaries, and policy monitoring.
December 3, 2025
by Advait Patel
· 3,800 Views
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U.S. Nonprofit Data APIs: A Developer’s Overview
A guide for developers on nonprofit APIs to verify EINs, track donations, and integrate reliable, real-time nonprofit data into apps.
December 3, 2025
by Muneeb ur Rehman
· 649 Views
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Building Green AI: Lessons in GPU Efficiency From the Trenches
Most deep learning models today waste a lot of compute and energy — not because the GPUs are slow, but because we’re not feeding them efficiently.
December 3, 2025
by Sanjay Kurra
· 2,901 Views
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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
· 5,228 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
· 3,880 Views · 2 Likes
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Beyond Buzzwords: Demystifying Agentic AI
Understand agentic AI: how AI agents use tools, planning, and retrieval-augmented generation (RAG) to act, reason, and solve tasks effectively.
December 2, 2025
by Pradyumna Amasebail Kodgi
· 3,728 Views · 1 Like
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A Comparative Analysis of AI Tools for Developers in 2025
This is a review of the best AI tools for developers, such as GitHub Copilot, Cursor, Cody, Aider, and Windsurf for software development, and improved performance.
December 2, 2025
by Kavin Xavier
· 5,659 Views · 3 Likes
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Phishing 3.0: AI and Deepfake-Driven Social Engineering Attacks
AI and deepfakes are making phishing attacks harder to detect. Learn in this article how developers and IT teams can protect against these modern threats.
December 2, 2025
by Abhinav Dubey
· 1,868 Views · 1 Like
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Building a Customer Intelligence AI Agent With OpenSearch and LLMs
Imagine being able to ask a question about a customer and receive a grounded, natural language answer combining all that data.
December 2, 2025
by Haymang Ahuja
· 1,443 Views
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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
· 1,865 Views · 1 Like
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Real-Time Computer Vision on macOS: Accelerating Vision Transformers
Build a real-time Python application that estimates a person’s age via webcam using a state-of-the-art Vision Transformer (ViT).
December 1, 2025
by Ilia Ivankin
· 2,611 Views
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AI Ethics in Action: How We Ensure Fairness, Bias Mitigation, and Explainability
The blog shows how bias can quietly enter AI and explains a clear three-step method to keep systems fair, transparent, and trustworthy.
December 1, 2025
by Navedha Sadhan
· 1,327 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
· 1,992 Views · 1 Like
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How to Gracefully Deal With Contention
What happens when two or more clients try to access the same resource simultaneously? Graceful contention resolution, avoiding race conditions.
November 28, 2025
by Anath Bandhu Chatterjee
· 2,795 Views · 1 Like
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The Illusion of Deep Learning: Why "Stacking Layers" Is No Longer Enough
With nested learning, Google Research proposes shifting from static AI to a dynamic architecture, inspired by brain frequencies.
November 28, 2025
by Frederic Jacquet DZone Core CORE
· 5,319 Views
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