Latest Articles

From Chaos to Clarity: Building a Data Quality Framework That Actually Works

This article offers a practical, step-by-step guide to fix this by defining data quality goals, setting governance standards, adding monitoring, and building trust.

December 1, 2025

by Venkataram Poosapati

· 1,845 Views · 1 Like

Building a Production-Ready MCP Server in Python

Develop a production-grade MCP server in Python with JWT auth, scope-based governance, rate limits, and OTEL tracing for both STDIO and HTTP modes.

December 1, 2025

by Nabin Debnath

· 2,168 Views

Introducing the Testing Vial: a (better?) alternative to Testing Diamond and Testing Pyramid

The Testing Pyramid focuses on Unit Tests; the Testing Diamond focuses on Integration Tests; and what about the Testing Vial?

December 1, 2025

by Davide Bellone

· 824 Views · 1 Like

How to Gracefully Deal With Contention

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

· 2,519 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

· 4,957 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

· 3,696 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

· 4,249 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

· 2,640 Views

From Repetition to Reusability: How Maven Archetypes Save Time

Teaching teams to rely on Maven archetypes means less setup, fewer errors, and more time spent on solving real problems.

November 28, 2025

by Soham Sengupta

· 4,280 Views · 3 Likes

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

· 6,696 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

· 2,545 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

· 4,081 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

· 1,909 Views

Mastering Fluent Bit: Controlling Logs with Fluent Bit on Kubernetes (update to Part 4)

This intro to mastering Fluent Bit covers what Fluent Bit is, why you want to use it on Kubernetes, and how to get back control of your logs in minutes.

November 27, 2025

by Eric D. Schabell

CORE

· 3,597 Views · 2 Likes

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

· 2,060 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

· 5,121 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

· 5,022 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

· 1,538 Views

The Fake "Multi" in Multi-Tenant: When SaaS Tenancy Models Backfire at Scale

Fake multi-tenancy leads to brittle deployments, bloated infrastructure, and security risks. Relying on flags collapses under real-world scaling and audit pressure.

November 27, 2025

by Matthew Ross

· 1,466 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

· 4,871 Views

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