Data Engineering Resources

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

· 2,161 Views · 4 Likes

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

CORE

· 2,896 Views · 1 Like

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

· 3,010 Views · 5 Likes

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

· 1,647 Views · 4 Likes

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

· 4,583 Views · 8 Likes

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

CORE

· 2,281 Views · 3 Likes

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

· 2,076 Views

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

· 1,728 Views

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

· 3,633 Views

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

· 1,828 Views · 1 Like

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

· 1,660 Views · 1 Like

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

· 4,737 Views · 2 Likes

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

· 2,324 Views · 2 Likes

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 Naga Tirumala Rao Chillapalli

· 2,963 Views · 3 Likes

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

· 2,276 Views · 1 Like

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

· 5,831 Views · 3 Likes

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

CORE

· 1,754 Views · 3 Likes

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

CORE

· 2,407 Views · 4 Likes

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

CORE

· 3,982 Views · 3 Likes

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

CORE

· 2,831 Views · 7 Likes

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