Data Engineering Resources

A Backend-First Approach to Production-Scale LLM Applications

A backend-first AI design with Laravel, queues, Redis, SSE, and MySQL powers resilience, scalability, and uninterrupted user experiences.

September 19, 2025

by Kolawole Yusuf

· 3,047 Views · 1 Like

VS Code Agent Mode: An Architect's Perspective for the .NET Ecosystem

The new agent mode in VS Code appears to be a disruption at first glance. Let's dive a bit deeper from an architect's perspective — from architecture to build.

September 19, 2025

by Shashi Kumar

· 3,704 Views · 2 Likes

7 API Integration Patterns: REST, gRPC, SSE, WS, and Queues

There are multiple API integration patterns. Today, I will compare seven of them across ten axes and dive deep into where they will shine.

September 19, 2025

by Bartłomiej Żyliński

CORE

· 2,696 Views · 3 Likes

Exploring Text-to-Cypher: Integrating Ollama, MCP, and Spring AI

Build an application for natural-language questions that an LLM converts to a Cypher query, runs against the database, and returns the query and the results.

September 19, 2025

by Jennifer Reif

CORE

· 2,175 Views · 4 Likes

LLMs for Debugging Code

Learn how LLMs can analyze code, assist in debugging workflows, and where their current limitations open space for future innovation.

September 18, 2025

by Surya Teja Appini

· 4,704 Views · 3 Likes

Blueprint for Agentic AI: Azure AI Foundry, AutoGen, and Beyond

Azure AI Foundry and AutoGen enable scalable, collaborative AI agents that automate complex tasks with minimal human effort.

September 18, 2025

by Anand Singh

· 4,355 Views · 1 Like

FOSDEM 2025 Recap: Open Source Contributors Unite to Collaborate and Help Advance Apache Software Projects

Apache Software Foundation participants shared observations from FOSDEM 25 to showcase some of the work that community members do for open-source software development.

September 18, 2025

by Brian Proffitt

· 1,599 Views

Unified Checkout Experience Through Micro Frontend Architecture

Learn about the architecture and design for building a scalable end-to-end product that can integrate front-end apps to provide a cart and payment services.

September 18, 2025

by Vaibhav Rastogi

· 2,373 Views · 1 Like

Creating a Distributed Computing Cluster for a Data Base Management System: Part 1

An introduction to DCC—a proxy-driven way to merge many DB servers into one virtual DBMS—and how it can scale read-heavy workloads with only modest transaction overhead.

September 18, 2025

by Vladimir Serdyuk

· 1,877 Views · 3 Likes

Development of System Configuration Management: Summary and Reflections

Custom-built SCM enhances infrastructure reproducibility and automation, but persistent challenges require continuous architectural improvements and smarter decisions.

September 18, 2025

by Georgii Kashintsev

· 2,118 Views · 1 Like

Learn how to set up AWS Budget notifications with SNS using AWS CDK in TypeScript, including gotchas around IAM and KMS policies.

September 17, 2025

by Jeroen Reijn

CORE

· 2,862 Views · 2 Likes

Building a Platform Abstraction for EKS Cluster Using Crossplane

Build Crossplane abstractions that let your devs request EKS clusters without writing infrastructure code. Create XRD and composition to hide details.

September 17, 2025

by Ramesh Sinha

· 4,258 Views · 2 Likes

Development of System Configuration Management: Performance Considerations

Integrated caching in Consul greatly improved SCM config delivery speed, using goroutines and checksums to reduce load, though deployment latency initially increased.

September 17, 2025

by Georgii Kashintsev

· 1,998 Views · 1 Like

Beyond Retrieval: How Knowledge Graphs Supercharge RAG

Graph RAG combines knowledge graphs with LLMs to structure text into entities and relationships, enabling explainable reasoning and more accurate insights.

September 17, 2025

by Salman Khan

CORE

· 3,702 Views · 2 Likes

The AI FOMO Paradox

The AI FOMO Paradox: Learn why knowledgeable Agile practitioners are perfectly positioned for the AI era, and the era of ‘good enough’ Agile is over.

September 17, 2025

by Stefan Wolpers

CORE

· 2,695 Views · 1 Like

How to Migrate from Java 8 to Java 17+ Using Amazon Q Developer

Learn how Amazon Q developer is speeding up application modernization and other benefits it offers to enterprises and developers

September 16, 2025

by Prabhakar Mishra

· 3,873 Views · 1 Like

Beyond Code: How to Use AI to Modernize Software Architecture

AI can accelerate development, but without guidance, it risks deepening architectural debt — with solid context and prompts, it can help strengthen architecture.

September 16, 2025

by John Vester

CORE

· 2,996 Views · 2 Likes

Multi-Agent (Multi-Function) Orchestration With AWS Step Functions

Learn about multi-agent (multi-function) orchestration with AWS step functions, which helps to orchestrate the different functionalities to work as a task.

September 16, 2025

by Prabhakar Mishra

· 3,007 Views

Automating RCA and Decision Support Using AI Agents

The article explores how AI agents can automate insight generation, assist teams in root cause analysis, and outline a scalable agentic AI architecture for enterprises.

September 16, 2025

by Ishita Choudhary

· 3,269 Views · 2 Likes

How TBMQ Uses Redis for Persistent Message Storage

Learn how we use Redis to scale MQTT session persistence in TBMQ — replacing PostgreSQL and improving performance with Lua scripts and the Lettuce async client.

September 16, 2025

by Dmytro Shvaika

· 5,779 Views · 19 Likes

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