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The Hidden Backbone of AI: Why Data Engineering is Key for Model Success
From Business Intelligence to Artificial Intelligence: Data Engineering’s New Mandate for Trustworthy, Context-Rich Data
December 5, 2025
by Rajanikantarao Vellaturi
· 1,801 Views · 2 Likes
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The RAG Illusion: Why “Grafting” Memory Is No Longer Enough
The CLaRa framework achieves true fusion of RAG's retrieval and generation modules via compressed vectors, enabling 16x efficiency and superior reasoning performance.
December 5, 2025
by Frederic Jacquet DZone Core CORE
· 3,025 Views · 1 Like
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Scaling RAG for Enterprise Applications Best Practices and Case Study Experiences
Explore the complexities of deploying Retrieval-Augmented Generation (RAG) in enterprise environments. Learn about common challenges, best practices, and real-world case studies to effectively scale RAG systems for enhanced AI performance and reliability.
December 5, 2025
by Amlan Patnaik
· 3,019 Views
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Can Generative AI Enhance Data Exploration While Preserving Privacy?
Generative AI lets teams explore data with natural-language queries, visualizations, and auto analyses while safeguarding privacy and compliance.
December 5, 2025
by None None
· 1,636 Views
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Why Traditional QA Fails for Generative AI in Tech Support
A dual-layer AI framework ensures continuous quality and reliable performance of GenAI support agents in complex technical environments.
December 4, 2025
by Rohith Narasimhamurthy
· 2,977 Views
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AI-Powered Data Integrity for ECC to S/4HANA Migrations
Ensure accurate SAP ECC-to-S/4HANA migrations with an AI-powered framework for automated data validation, reconciliation, and real-time insights.
December 4, 2025
by Gaurav Sharma
· 2,181 Views
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Architectural Understanding of CPUs, GPUs, and TPUs
Learn about CPUs, GPUs, and TPUs — definitions, use cases, architectural differences, and above all, when to use CPUs, GPUs, and TPUs.
December 4, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 6,410 Views · 5 Likes
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How to Use AI for Anomaly Detection
Apply AI to anomaly detection by training models on your data, setting baselines for normal behavior, and automating alerts for faster, accurate decisions.
December 4, 2025
by Laiba Noor
· 4,148 Views · 1 Like
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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
· 1,657 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
· 4,945 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
· 2,174 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
· 3,612 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
· 1,327 Views · 1 Like
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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
· 2,764 Views
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Web App Load Testing Using Maven Plugins for Apache JMeter, and Analyzing the Results
How to perform a complete load-testing with Java Maven and processing the performance metrics through a dedicated POM file
December 2, 2025
by Vincent DABURON
· 7,722 Views · 3 Likes
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JDK 17 Memory Bloat in Containers: A Post-Mortem
Upgrading from JDK 8 to JDK 17 spiked container memory from ~50% to 100% due to excessive JVM threads, glibc malloc arenas, and G1GC native allocation.
December 2, 2025
by Saumya Tyagi
· 13,221 Views · 11 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
· 3,507 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
· 5,375 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
· 1,825 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
· 1,385 Views
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