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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
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Coding
Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance
Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks

How are you handling the data revolution? We want your take on what's real, what's hype, and what's next in the world of data engineering.

Generative AI has transformed nearly every industry. How can you leverage GenAI to improve your productivity and efficiency?

SBOMs are essential to circumventing software supply chain attacks, and they provide visibility into various software components.

The Latest Data Engineering Topics

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Are Traditional Data Warehouses Being Devoured by Agentic AI?
DSS systems are designed around the logic of human decision-making as the ultimate consumer. However, in Agentic AI era, the final "consumer" is likelier to be an agent.
July 4, 2025
by William Guo
· 1,325 Views · 1 Like
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The Shift to Open Industrial IoT Architectures With Data Streaming
Modernize OT with Data Streaming, Kafka, MQTT, and OPC-UA to replace legacy middleware, enabling real-time data + scalable cloud integration.
July 4, 2025
by Kai Wähner DZone Core CORE
· 1,307 Views
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Leveraging AI: A Path to Senior Engineering Positions
Most software engineers aren't fully utilizing AI tools beyond basic text writing. AI agents can significantly aid engineers in coding and career growth path.
July 4, 2025
by Rohit Garg
· 1,344 Views · 2 Likes
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How Predictive Analytics Became a Key Enabler for the Future of QA
Predictive analytics turns QA into a proactive process, using data and ML to spot defects early, speed up releases, and reduce bugs by up to 30%.
July 4, 2025
by Nidhi Sharma
· 785 Views · 4 Likes
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The Evolution of Software Integration: How MCP Is Reshaping AI Development Beyond Traditional APIs
MCP adds a dynamic layer over traditional APIs, enabling AI agents to access tools, context, and real-time data for smarter, more adaptive behavior.
July 4, 2025
by Chetan Yeddula
· 1,742 Views · 2 Likes
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One Checkbox to Cloud: Migrating from Tosca DEX Agents to E2G
Moving from local test agents to the Elastic Execution Grid (E2G) is a straightforward move that replaces manual VM upkeep and with flexible cloud agents.
July 4, 2025
by John Vester DZone Core CORE
· 1,089 Views
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How to Use AI to Understand Gaps in Your Resume and Job Descriptions
Inspired by personal experience, this guide shows how AI prompts, coding, and resume analysis can help close skill gaps and land better job matches.
July 3, 2025
by Bharath Kumar Varma Sagi
· 1,209 Views
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Self-Supervised Learning Techniques
Self-supervised learning (SSL) techniques like AMDIM and SimCLR enable robust tracking using unlabeled data, reducing costs, enhancing scalability, and improving accuracy
July 3, 2025
by Mostofa Shakib
· 971 Views
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Real-Time Market Data Processing: Designing Systems for Low Latency and High Throughput
This article explores key challenges in real-time market data processing, design strategies, and optimizations—with code snippets where applicable.
July 3, 2025
by Vishal Jain
· 1,024 Views
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The OWASP Top 10 for LLM Applications: An Overview of AI Security Risks
Learn the top 10 security risks in LLM apps, from prompt injection to data leaks, and how to build safer, more reliable Gen-AI systems.
July 3, 2025
by Goutham Bandapati
· 1,135 Views · 1 Like
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Building V1 Gen-AI Products at Scale: Technical Product Patterns That Work
Shipping Gen-AI V1 requires modular systems, grounding, evaluation, and infrastructure planning, treating it as a product, not a prototype.
July 3, 2025
by Shiva Chandrashekher
· 1,108 Views
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Why Traditional CI/CD Falls Short for Cloud Infrastructure
CI/CD works great for stateless apps–but infra isn’t stateless. It’s live, interconnected, and hard to roll back when things go sideways.
July 3, 2025
by Aharon Twizer
· 2,175 Views · 2 Likes
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Stabilizing ETL Pipelines With Airflow, Presto, and Metadata Contracts
Silent data drift broke our metrics, errors, just lies. We fixed it with schema contracts, validation, lineage, and loud failures. Now, trust is engineered.
July 2, 2025
by BEVERLY DSOUZA
· 1,288 Views
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Parallel Data Conflict Resolution in Enterprise Workflows: Pessimistic vs. Optimistic Locking at Scale
Locking isn’t backend trivia, it’s UX, trust, and system integrity. Smart enterprises blend optimistic and pessimistic locks to scale collaboration.
July 2, 2025
by Chandra Sekhar Kondaveeti
· 1,351 Views · 1 Like
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Deploying LLMs Across Hybrid Cloud-Fog Topologies Using Progressive Model Pruning
Deploying LLMs at the edge is hard due to size and resource limits. This guide explores how progressive model pruning enables scalable hybrid cloud–fog inference.
July 2, 2025
by Sam Prakash Bheri
· 1,130 Views
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Top NoSQL Databases and Use Cases
Listing Top NoSQL databases in use nowadays, with a comprehensive comparison, and also the main proposed uses for each one to help to decide which is the best for you
July 2, 2025
by Wallace Espindola
· 1,654 Views · 2 Likes
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MCP and The Spin-Off CoT Pattern: How AI Agents Really Use Tools
I’ve read many articles explaining what MCP is, but none explore how AI actually handles these server interactions under the hood.
July 2, 2025
by Pier-Jean MALANDRINO DZone Core CORE
· 977 Views · 2 Likes
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Why API-First Frontends Make Better Apps
Design API-first frontends that scale—bind live data, handle real states, and customize without code bloat. Build faster, maintain smarter.
July 2, 2025
by David Brown DZone Core CORE
· 1,352 Views · 2 Likes
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Vibe Coding: Conversational Software Development — Part 1 Introduction
Explore vibe coding: an AI-driven, natural language approach to rapid software development, enabling fast prototyping, automation, and creative problem-solving.
July 2, 2025
by Gaurav Gaur DZone Core CORE
· 1,550 Views · 2 Likes
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Microservice Madness: Debunking Myths and Exposing Pitfalls
The belief that "microservices eliminate dependencies" has probably caused more harm to our industry than the 2008 financial crisis did to finance!
July 2, 2025
by Thomas Hansen DZone Core CORE
· 1,540 Views · 6 Likes
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