Latest Articles

Why Most IaC Strategies Still Fail (And How to Fix Them)

Infrastructure as Code offers a compelling vision for solving the chaos of cloud ops, but in practice, many organizations remain tangled in complexity.

July 29, 2025

by Ido Neeman

· 2,089 Views

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,783 Views · 1 Like

Getting Started With DuckDB in Python: A Fast and Lightweight Analytics Database

DuckDB is an embedded SQL OLAP engine that runs analytical queries on local files and DataFrames in Python, with minimal setup and no external server.

July 28, 2025

by Praveen Kumar Myakala

· 8,909 Views · 56 Likes

AWS vs. Azure vs. GCP: A Comprehensive Guide to Choosing the Right Cloud Provider

The three most well-known cloud providers by highlighting their unique strengths, diverse services, and various pricing plans, enabling you to make informed decisions.

July 28, 2025

by Sairamakrishna BuchiReddy Karri

· 2,433 Views

Scaling Systems for Travel Tuesday: Surviving Billion-Event Spikes

How we scaled systems to survive Travel Tuesday traffic spikes—billions of events, load shedding, smart caching, and deep observability.

July 28, 2025

by Ravi Teja Thutari

CORE

· 2,349 Views · 3 Likes

Debugging Bias: How to Audit Machine Learning Models for Fairness at Scale

Fairness in ML requires more than high accuracy; it demands careful auditing of data, models, and outcomes to detect and mitigate bias across demographic groups.

July 28, 2025

by Sana Zia Hassan

· 9,331 Views · 4 Likes

Implementing Secure Multi-Tenancy in SaaS Applications: A Developer's Checklist

A Practical checklist and technical insights for securely implementing multi-tenancy in SaaS applications. Strategies for data isolation and robust authentication

July 28, 2025

by Shubham Joshi

· 4,909 Views · 2 Likes

Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL

Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.

July 28, 2025

by Aravind Nuthalapati

CORE

· 11,265 Views · 2 Likes

Docker Model Runner Makes Running Models Simpler

Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.

July 28, 2025

by Siri Varma Vegiraju

CORE

· 3,119 Views · 1 Like

5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever

Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.

July 28, 2025

by Nidhi Sharma

· 2,391 Views · 6 Likes

Measuring DevOps Success in the Enterprise With DORA Metrics

Learn how DORA metrics help enterprises measure DevOps performance, boost software quality, and drive continuous improvement.

July 28, 2025

by May Sanders

· 1,758 Views · 2 Likes

How to Ethically Integrate AI Into Your Software

AI is growing at a staggering rate. With this evolution, ethical concerns have come up around how this can impact software development. Here's how to handle it.

July 28, 2025

by Syed Balkhi

· 1,290 Views

Agile and Quality Engineering: Building a Culture of Excellence Through a Holistic Approach

By Daniil Blinov

July 25, 2025

by Daniil Blinov

· 1,843 Views · 1 Like

Avoid Downtime: Smart Strategies to Upgrade Legacy Applications Without Breaking Systems

Learn the risks of legacy apps, why downtime matters, and how to modernize them smoothly using smart strategies and phased migration.

July 25, 2025

by May Sanders

· 2,316 Views · 1 Like

Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025

Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.

July 25, 2025

by Sairamakrishna BuchiReddy Karri

· 3,521 Views · 1 Like

The Open Source Climate Stack: Essential GitHub Repos Powering the Decarbonization Movement

Discover essential GitHub repos powering decarbonization, from data analysis to modeling, and contribute to a sustainable future.

July 25, 2025

by Devin Partida

· 2,556 Views · 1 Like

AI for Agile Coaches: The Upgrade You Didn't Know You Needed

Discover how AI lightens the load for Agile coaches, automating sprint prep and preserving psychological safety, with human leadership still at the core.

July 25, 2025

by Ella Mitkin

· 2,297 Views · 3 Likes

Configuring Embedded Global Cache for App Connect Enterprise Running in Containers

Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.

July 25, 2025

by Amar Shah

· 2,983 Views