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The Latest Data Engineering Topics

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Keep Your Search Cluster Fit: Essential Health Checks to Keep Elasticsearch Healthy
A search cluster in top notch state requires frequent monitoring for health stats. Let's look at some health checks to always keep your ES cluster fit.
August 29, 2025
by Govind Singh Rawat
· 2,506 Views · 2 Likes
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Integration Testing AI Prompts With Ollama and Spring TestContainers
Spring TestContainers lets you easily test AI prompts in Spring Boot using real Ollama models with a simple annotation setup.
August 29, 2025
by Nguyen Phuc Hai
· 2,807 Views · 8 Likes
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Implementing Budget Policies and Budget Limits on Databricks
This guide walks us through the steps to implement Budget policies and Budget Policy limits on Serverless Compute in Databricks to account cost in an effective approach.
August 29, 2025
by Prasath Chetty Pandurangan
· 3,885 Views · 1 Like
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Development of System Configuration Management: Handling Exclusive Configurations and Associated Templates
This article details exclusive host configurations, API-based control, templating improvements, logging, metrics, and modular SCM design for flexible system management.
August 29, 2025
by Georgii Kashintsev
· 4,908 Views · 4 Likes
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MCP for Agentic Systems: The Missing Protocol for Autonomous AI
To build scalable AI agents, replace custom state logic with MCP to manage the agent's entire lifecycle of planning, tool use, and memory.
August 29, 2025
by Karthik Puthraya
· 2,307 Views · 3 Likes
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Toward Explainable AI (Part 4): Bridging Theory and Practice—Beyond Explainability, What Else Is Needed
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
August 29, 2025
by Frederic Jacquet DZone Core CORE
· 1,617 Views · 5 Likes
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Development of System Configuration Management: Building the CLI and API
This article covers advanced development of our custom SCM, focusing on CLI and API design, command execution, and YAML configuration templating.
August 28, 2025
by Georgii Kashintsev
· 2,529 Views · 5 Likes
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Beyond Keys and Values: Structuring Data in Redis
In this guide, we focus on designing and choosing the right data structures for Redis to build an efficient, scalable and maintainable caching layer.
August 28, 2025
by Subhashini Raman
· 1,971 Views · 4 Likes
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Building Recommendation Engines With AI and SQL
Let's explore how AI and SQL are increasingly integrated to automate recommendation engines, simplifying the process for businesses.
August 28, 2025
by Ramalakshmi Murugan
· 1,650 Views · 1 Like
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Practical Guide to Snowflake Performance Tuning With SQL and AI Enhancements
This guide provides hands-on strategies to boost Snowflake performance through smart warehouse configurations, SQL optimizations, and AI-powered features.
August 28, 2025
by munikrishnaiah sundararamaiah
· 1,653 Views · 1 Like
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Designing Scalable Ingestion and Access Layers for Policy and Enforcement Data
Build a scalable, low-latency architecture for ingesting and accessing policy and enforcement data using Apache Spark and in-memory data grids.
August 28, 2025
by Pankaj Taneja
· 1,407 Views · 1 Like
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How to Understand Emergent Behavior in Agentic AI: Chaos or Intelligence?
Learn about emergent behavior in agentic AI — how LLM-driven agents plan, adapt, and evolve — and the debate over intelligence vs. statistical patterns.
August 28, 2025
by Balajee Asish Brahmandam
· 2,754 Views · 1 Like
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Cry and Authenticate How AI is Changing Security
Passwords are broken. AI may soon verify you by emotions, traits, and typing rhythm—offering secure, personal logins but raising big privacy concerns.
August 28, 2025
by Alexander Simonov
· 2,982 Views · 4 Likes
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How Healthy Is Your Data in the Age of AI? An In-Depth Checklist to Assess Data Accuracy, Governance, and AI Readiness
This guide provides a complete checklist to assess, monitor, and improve data quality for AI success, ensuring accuracy, compliance, and long-term reliability.
August 28, 2025
by Sukanya Konatam
· 2,562 Views · 2 Likes
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Reclaiming Oracle Tablespace Space Using HWM Logic: On-Prem and Cloud-Aware Automation
Using high water marks for resizing tablespaces for significant savings—works for on-prem, hybrid, and OCI environments.
August 28, 2025
by Rishu Chadha
· 4,188 Views · 2 Likes
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Implementing Scalable IoT Architectures on Azure
Microsoft’s Azure IoT platform has emerged as a leading choice, powering innovative solutions across industries — from manufacturing floors to smart buildings.
August 27, 2025
by Bhimraj Ghadge
· 3,192 Views · 4 Likes
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Development of System Configuration Management: Working With Secrets, IaC, and Deserializing Data in Go
This article covers migrating to a new Go-based SCM. It evolved from basic to supporting IaC, secret management, and more, becoming a flexible infrastructure tool.
August 27, 2025
by Georgii Kashintsev
· 2,374 Views · 5 Likes
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Blockchain, AI, and Edge Computing: Redefining Modern App Development
Blockchain, AI, and edge computing are enhancing modern app development by enhancing security, performance, and automation.
August 27, 2025
by Balasubramani Murugesan
· 2,856 Views · 1 Like
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Digital Twins Reborn: How AI Is Finally Fulfilling the Promise of IoT
AI is revolutionizing digital twin technology, finally overcoming IoT's integration challenges and delivering real business value across industries.
August 27, 2025
by Tom Smith DZone Core CORE
· 2,422 Views · 11 Likes
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Wait, What Format Is That? A Cross—Domain Guide for Everyone
Tech leaders can’t afford to say, 'what format is that?' Decode data formats across domains, make sharper decisions, and lead without getting lost in translation.
August 27, 2025
by Syamanthaka B
· 1,922 Views · 2 Likes
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