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Culture and Methodologies
Agile Career Development Methodologies Team Management
Data Engineering
AI/ML Big Data Data Databases IoT
Software Design and Architecture
Cloud Architecture Containers Integration Microservices Performance Security
Coding
Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance
Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks

How does AI transform chaos engineering from an experiment into a critical capability? Learn how to effectively operationalize the chaos.

Data quality isn't just a technical issue: It impacts an organization's compliance, operational efficiency, and customer satisfaction.

Are you a front-end or full-stack developer frustrated by front-end distractions? Learn to move forward with tooling and clear boundaries.

Developer Experience: Demand to support engineering teams has risen, and there is a shift from traditional DevOps to workflow improvements.

The Latest Data Engineering Topics

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Optimizing AI Model: A Guide to Improving Performance (3 of 3)
This guide covers data preprocessing, algorithmic improvements, hyperparameter tuning, hardware acceleration, and deployment strategies to improve performance.
April 24, 2025
by Srinivas Chippagiri DZone Core CORE
· 2,291 Views · 2 Likes
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Key Considerations in Cross-Model Migration
Navigating the challenges of AI model migration, this guide explores differences in tokenization, context windows, formatting, and response structure across LLMs.
April 23, 2025
by Lavanya Gupta
· 3,201 Views · 1 Like
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Apache Doris vs Elasticsearch: An In-Depth Comparative Analysis
Apache Doris excels in complex analytics with SQL support and high performance, while Elasticsearch is ideal for full-text search and real-time retrieval.
April 23, 2025
by Miachel Hayden
· 3,640 Views · 1 Like
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Failure Handling Mechanisms in Microservices and Their Importance
In this article, we will explore different failure-handling mechanisms in microservices and understand their importance in building resilient applications.
April 23, 2025
by Arunkumar Kallyodan
· 5,298 Views · 10 Likes
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AI Model Evaluation: Metrics, Visualization and Performance (2 of 3)
Evaluate AI models using key metrics and visualization tools to ensure fairness, reliability and scalability in real-world applications.
April 23, 2025
by Srinivas Chippagiri DZone Core CORE
· 3,164 Views · 3 Likes
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The Role of AI in Enhancing DevOps Processes
AI’s your DevOps wingman—handles the dull crap, sniffs out issues early, and keeps things humming. Early alerts, slick CI/CD testing, and self-fixing systems, all in one.
April 23, 2025
by Sujai Krishna Vasudavan
· 3,400 Views · 1 Like
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How to Build Local LLM RAG Apps With Ollama, DeepSeek-R1, and SingleStore
Learn how to use DeepSeek-R1 with SingleStore to analyze PDFs, store embeddings, and discover blockchain investment opportunities in FinTech with LangChain.
April 23, 2025
by Akmal Chaudhri DZone Core CORE
· 3,000 Views · 2 Likes
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*You* Can Shape Trend Reports: Join DZone's Software Supply Chain Security Research
Help shape our latest research! Share your insights on SBOMs, zero trust, and the evolving role of AI in software supply chain security.
Updated April 23, 2025
by Lauren Forbes
· 54,374 Views · 28 Likes
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A Modern Stack for Building Scalable Systems
Dive into modern stack recommendations for building robust and scalable systems. This stack is agnostic and can be integrated into all programming languages.
April 23, 2025
by Bartłomiej Żyliński DZone Core CORE
· 8,288 Views · 1 Like
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Build Your First AI Model in Python: A Beginner's Guide (1 of 3)
Embark on your AI journey with this step-by-step tutorial, designed to guide beginners through building a basic AI model in Python.
April 22, 2025
by Srinivas Chippagiri DZone Core CORE
· 4,253 Views · 2 Likes
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From Concept to Cloud: Building With Cursor and the Heroku MCP Server
In this article, I used Cursor and Heroku’s MCP Server to build and deploy a SvelteKit app entirely through prompts—no CLI, just AI.
April 22, 2025
by Alvin Lee DZone Core CORE
· 3,646 Views · 1 Like
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How to Restore a Transaction Log Backup in SQL Server
Learn to restore SQL Server transaction log backups step by step, including prerequisites, backup types, troubleshooting errors, and best practices.
April 22, 2025
by Nisarg Upadhyay
· 3,760 Views
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Unlocking AI Coding Assistants Part 1: Real-World Use Cases
Dive into some AI coding assistant use cases and their effectiveness, highlighting their capabilities and limitations.
April 21, 2025
by Gunter Rotsaert DZone Core CORE
· 2,724 Views · 1 Like
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Stateless vs Stateful Stream Processing With Kafka Streams and Apache Flink
Concepts and benefits of stateless and stateful stream processing with Kafka Streams and Apache Flink vs. databases and data lakes.
April 21, 2025
by Kai Wähner DZone Core CORE
· 6,215 Views · 4 Likes
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Platform Engineering for Cloud Teams
Platform engineering empowers cloud teams by streamlining infrastructure, automating workflows, and enhancing developer experience to drive efficiency and innovation.
April 21, 2025
by Josephine Eskaline Joyce DZone Core CORE
· 5,650 Views · 9 Likes
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The Rise of Shadow AI: When Innovation Outpaces Governance
Employees adopt AI tools faster than governance can react. Shadow AI isn’t a threat—it’s a signal. Rather than ban it, organizations should guide it with clear policies.
April 21, 2025
by Frederic Jacquet DZone Core CORE
· 2,014 Views · 1 Like
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Simplifying Vector Embeddings With Go, Cosmos DB, and OpenAI
Learn how to build a Go web app to generate, store, and query vector embeddings using Azure Cosmos DB and OpenAI, with step-by-step guidance.
April 21, 2025
by Abhishek Gupta DZone Core CORE
· 3,322 Views · 2 Likes
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AI Interview Analysis
This article discusses how to use generative artificial intelligence to analyze interviews from teammates, stakeholders, and management for better insights.
April 21, 2025
by Stefan Wolpers DZone Core CORE
· 2,817 Views · 3 Likes
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Thumbnail Generator Microservice for PDF in Spring Boot
Build a utility Spring Boot microservice that converts PDF documents to PNG thumbnails with the open-source Apache PDFBox package.
April 21, 2025
by Amol Gote DZone Core CORE
· 2,013 Views · 1 Like
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Distributed Systems 101
Learn the core challenges of distributed systems and how to address them with scalability, observability, and smart design choices.
April 18, 2025
by Bartłomiej Żyliński DZone Core CORE
· 6,201 Views · 2 Likes
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