Data Engineering Resources

What happens when two or more clients try to access the same resource simultaneously? Graceful contention resolution, avoiding race conditions.

November 28, 2025

by Anath Bandhu Chatterjee

· 2,557 Views · 1 Like

The Illusion of Deep Learning: Why "Stacking Layers" Is No Longer Enough

With nested learning, Google Research proposes shifting from static AI to a dynamic architecture, inspired by brain frequencies.

November 28, 2025

by Frederic Jacquet

CORE

· 5,020 Views

RAG Applications with Vertex AI

Explore the possibilities of building custom RAG applications for greater control and flexibility with Vertex AI APIs, vector stores, and LangChain frameworks.

November 28, 2025

by Gopinath Karunanithi

· 3,751 Views

Is TOON the Next Lightweight Hero in Event Stream Processing With Apache Kafka?

Majorly beneficial for LLM-specific pipelines, we can use TOON to ingest stream data into an Apache Kafka topic, as it's a compact, token-efficient serialization format.

November 28, 2025

by Gautam Goswami

CORE

· 4,305 Views · 1 Like

Next-Gen AI-Based QA: Why Data Integrity Matters More Than Ever

Learn why data integrity is essential for trustworthy AI, how poor data leads to failures and how modern QA methods like predictive checks improve reliability.

November 28, 2025

by Abhishek Trehan

· 2,687 Views

Level Up Your API Design: 8 Principles for World-Class REST APIs

Learn all about practical REST API design tips using the Richardson Maturity Model to build consistent, scalable, and easy-to-use APIs for developers.

November 28, 2025

by Akash Lomas

· 6,792 Views · 4 Likes

Five Nonprofit & Charity APIs That Make Due Diligence Way Less Painful for Developers

Explore 5 top nonprofit & charity APIs that help developers simplify due diligence, verify organizations faster, and save valuable time.

November 28, 2025

by Muhammad Talha Mohsin

· 2,577 Views · 1 Like

Building a Simple MCP Server and Client: An In-Memory Database

A basic in-memory database server using MCP, complete with an interactive client to create tables, insert data, and query it.

November 27, 2025

by Anil Malakar

· 4,112 Views · 5 Likes

How To Restore a Deleted Branch In Azure DevOps

Deleted an Azure DevOps branch? Recovery is your responsibility. See how to restore branches and why a proper backup strategy is essential when failure strikes.

November 27, 2025

by Milosz Jesis

· 1,924 Views

Solving Real-Time Event Correlation in Distributed Systems

Learn how to join streaming events in real time using Spring Boot with event-time windows, watermarking, and in-memory state — no Kafka or Flink needed.

November 27, 2025

by Rahul Tewari

· 2,073 Views

AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma

When you're building data pipelines in AWS, choosing between Managed Airflow and Step Functions isn't just a technical decision — it's a strategic one.

November 27, 2025

by Janani Annur Thiruvengadam

CORE

· 5,183 Views · 2 Likes

Automating FastAPI Deployments With a GitHub Actions Pipeline

In this post, you’ll learn how to automate FastAPI deployments with GitHub Actions so every push runs tests and triggers a clean, hands-off deployment.

November 27, 2025

by Durojaye Olusegun

· 5,091 Views · 5 Likes

Optimizing Trino Performance With Materialized Views in a Data Lake

In this article, learn how Trino materialized views boosted our Iceberg-based data lake, improving real-time query speed, reducing load, and cutting costs.

November 27, 2025

by Mikhail Povolotskii

· 1,551 Views

How to Push Docker Images to AWS Elastic Container Repository Using GitHub Actions

Learn how to automate CI/CD with GitHub Actions to build, tag, and push Docker images to AWS ECR, simplifying deployments directly from your repo.

November 26, 2025

by Purnima Upadhyaya

· 4,939 Views

Top 5 Practices for Building Dockerized MCP Servers

Learn the best practices for building MCP Servers and use them to power your LLM-powered applications. Make sure your setup has isolation and is secure.

November 26, 2025

by Mahak Shah

· 6,184 Views

Rethinking the Software Supply Chain for Agents

Today’s CI/CD pipelines aren’t built for AI. To make agentic systems reliable and trustworthy, we must evolve from continuous integration to continuous intelligence.

November 26, 2025

by Shibashis Mishra

· 1,847 Views · 2 Likes

Building a Local RAG App With a UI, No Vector DB Required

A step-by-step guide to building a complete retrieval-augmented generation (RAG) application with FAISS, LangChain, and Streamlit that runs 100% locally.

November 26, 2025

by Nabin Debnath

· 5,406 Views · 2 Likes

Building AI Agents With Semantic Kernel: A Practical 101 Guide

Learn how to build a simple, production-ready AI agent using Microsoft’s Semantic Kernel, covering kernels, plugins, agents, observability, and scalability.

November 26, 2025

by Sharan Babu Paramasivam Murugesan

· 2,171 Views · 2 Likes

LLMOps Under the Hood: Docker Practices for Large Language Model Deployment

LLMs need GPUs, libraries, and stable setups, which makes them hard to run. Docker simplifies this by packaging everything into portable containers.

November 26, 2025

by Pragya Keshap

· 3,820 Views

Vector Databases in Action: Building a RAG Pipeline for Code Search and Documentation

Build a semantic code search that understands meaning, not keywords, with AST parsing, embeddings, hybrid search, and LLM-powered documentation generation.

November 25, 2025

by Dinesh Elumalai

CORE

· 6,586 Views · 1 Like

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