Data Engineering Resources

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

· 2,349 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

· 2,131 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

· 1,752 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

· 3,744 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

· 1,847 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

· 1,678 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

· 4,801 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

· 2,395 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

· 3,027 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

· 2,316 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

· 6,080 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

· 1,799 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

· 2,460 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

· 4,027 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

· 2,888 Views · 7 Likes

Reducing Hallucinations Using Prompt Engineering and RAG

Using prompt engineering as a tool to reduce hallucinations with LLMs. This is one of the methodologies I used with LLM to output the desired information.

July 2, 2025

by Pranav Kumar Chaudhary

· 2,663 Views · 3 Likes

Docker Model Runner: A Game Changer in Local AI Development (C# Developer Perspective)

Explore how C# developers can use Docker Model Runner to run AI models locally, reduce setup time, and integrate OpenAI-compatible APIs into their apps.

July 2, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 5,374 Views · 3 Likes

Reinforcement Learning in CRM for Personalized Marketing

Reinforcement learning (RL) enables CRM systems to build adaptive marketing strategies that optimize not only immediate response but also long-term customer value (CLV).

July 2, 2025

by Sergei Berezin

· 1,979 Views · 2 Likes

Replacing Legacy Systems With Data Streaming: The Strangler Fig Approach

Modernize legacy systems without the risk of a full rewrite. Strangler Fig + data streaming enables scalable, real-time transformation.

July 1, 2025

by Kai Wähner

CORE

· 1,585 Views · 4 Likes

A Keycloak Example: Building My First MCP Server Tools With Quarkus

Learn to build an MCP server for Keycloak. The article shows how to create a Model Context Protocol (MCP) server for Keycloak using Quarkus and Goose CLI.

July 1, 2025

by Shaaf Syed

· 3,349 Views · 5 Likes

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