Latest Articles

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

· 4,566 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

· 3,392 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

· 3,900 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

· 2,357 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

· 3,873 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

· 6,127 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

· 2,366 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

· 3,917 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

· 1,848 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

· 3,294 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

· 1,984 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

· 4,622 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

· 4,572 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

· 1,418 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

· 1,423 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

· 4,445 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

· 5,672 Views

Overview Of Observability As Code

Observability as Code allows teams to prioritize monitoring and telemetry within the software delivery lifecycle. It greatly enhances the reliability of your systems.

November 26, 2025

by sai saripalli

· 1,967 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

· 1,723 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

· 4,776 Views · 2 Likes

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