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The Latest Data Engineering Topics

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Error Budgets 2.0 Agentic AI for SLO-Apprehensive Deployments
The article introduces error budgets 2.0, a new approach that uses agentic AI to make deployments SLO-aware and proactive rather than reactive.
September 29, 2025
by Sajal Nigam
· 1,829 Views · 1 Like
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*You* Can Shape Trend Reports: Join DZone's Database Systems Research
Help shape our next research! Share your experiences with database types, cloud migration, security and observability practices, real-time analytics, and more.
Updated September 29, 2025
by DZone Editorial
· 58,216 Views · 36 Likes
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Build a Face-Matching ID Scanner With ReactJS and AI
Create a ReactJS component to match webcam faces to ID photos using AI, all client-side. Great for fast prototyping of secure apps like banking or event check-ins.
September 29, 2025
by Rajiv Gadda
· 3,722 Views
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Better Data Beats Better Models: The Case for Data Quality in ML
A deep dive into the importance of data quality and strategies for improvement. We also analyze some real-world examples demonstrating the importance of data quality.
September 29, 2025
by Madhura Raut
· 1,893 Views · 3 Likes
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Federated Learning: Training Models Without Sharing Raw Data
Federated learning enables collaborative AI by training models where data lives, sharing only updates — not raw data — to ensure privacy, compliance, and trust.
September 26, 2025
by Saisuman Singamsetty
· 3,489 Views · 3 Likes
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Networking’s Open Source Era Is Just Getting Started
Open source is transforming networking from slow, standards-driven protocols into agile, programmable, Kubernetes-ready infrastructure.
September 26, 2025
by Nico Vibert
· 5,256 Views · 3 Likes
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LLM-First Vibe Coding
This article provides an overview of vibe coding and LLM-first development, exploring their impact on workflows, productivity, and software engineering.
September 26, 2025
by Nilesh Bhandarwar
· 3,457 Views · 3 Likes
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Why One-Week Sprints Make Vibe Coding Work Better
Learn how one-week sprints with vibe coding boost Agile success by enabling faster delivery, reducing AI errors, and improving collaboration across teams.
September 26, 2025
by Saravanan Muniraj
· 2,986 Views · 4 Likes
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Complex Data Tasks Are Now One-Liners With AI in Databricks SQL
In this guide, learn how to simplify data tasks with AI in Databricks SQL — summarize, translate, analyze sentiment, and mask PII with one-liner queries.
September 26, 2025
by Junaith Haja
· 3,558 Views · 2 Likes
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Implementing a Multi-Agent KYC System
Multi-agent KYC architectures use specialized AI agents to automate document verification, risk assessment, and compliance decisions with full audit trails.
September 26, 2025
by Narendhira Chandraseharan
· 2,258 Views · 3 Likes
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Building a Real-Time Data Mesh With Apache Iceberg and Flink
Build a real-time data mesh using Apache Iceberg for scalable, versioned table storage and Apache Flink for continuous stream processing across domains.
September 26, 2025
by Subrahmanyam Katta
· 2,803 Views · 2 Likes
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AI Transformation Déjà Vu
It's all about AI transformation déjà vu: This article provides a look into why today’s failures look uncannily like yesterday’s “Agile transformations.”
September 26, 2025
by Stefan Wolpers DZone Core CORE
· 2,439 Views · 5 Likes
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Implementing Vector Search in Databricks
Vector search eases the natural language queries by numerical representations that can correlate meanings beyond literal words.
September 25, 2025
by Junaith Haja
· 3,134 Views · 1 Like
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The GPT-5 Impact
The focus of this article is to talk about the fast pace of change in models and the consequent updates we need to make to our LLM-powered solution design.
September 25, 2025
by ganesh s
· 3,232 Views · 3 Likes
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AI-Powered Triathlon Coaching: Building a Modern Training Assistant With Claude and Garmin
Learn how to use MCP technology in conjunction with a Claude desktop application to create your own personal coach with access to your live metrics.
September 25, 2025
by Pier-Jean MALANDRINO DZone Core CORE
· 6,042 Views · 1 Like
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AWS Glue Crawlers: Common Pitfalls, Schema Challenges, and Best Practices
Learn key challenges and best practices for using AWS Glue crawlers, from handling CSV schema issues to schema evolution, partitions, and ETL jobs.
September 25, 2025
by Saradha Nagarajan
· 3,967 Views
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Is Anyone There? Listening to Your Users Through Conversational AI Observability
Your AI chatbot is failing in ways traditional analytics can't see. This leaves you, the Product Manager, guessing what to fix based on vague user complaints.
September 25, 2025
by Harikrishnan Ramadass
· 1,756 Views
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Lessons Learned From Building Production-Scale Data Conversion Pipelines
Converting large-scale enterprise data between systems is less about perfection than about making the right tradeoffs and engineering for scale and flexibility.
September 25, 2025
by Charles Wong
· 1,384 Views
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The New API Economy With LLMs
The rise of powerful LLMs is creating a new API economy where natural language replaces structured code as the primary interface.
September 24, 2025
by Rachit Jain
· 3,650 Views · 2 Likes
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Key Principles of API-First Development for SaaS
In this article, I’d like to share my experience and best practices for API-first development in SaaS, highlighting five key aspects you should consider.
September 24, 2025
by Mykhailo Kopyl
· 2,837 Views · 1 Like
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