Testing, Deployment, and Maintenance Resources

Making AI Faster: A Deep Dive Across Users, Developers, and Businesses

This article explores why faster AI matters and shares strategies across user, developer, and business perspectives to reduce latency and speed up delivery.

July 16, 2025

by Gunveer Gujral

· 3,252 Views · 3 Likes

Data Ingestion: The Front Door to Modern Data Infrastructure

AWS offers a rich set of ingestion services. This guide provides industry use cases and a cheat sheet to help you choose the right one for your organization.

July 16, 2025

by Junaith Haja

· 2,654 Views · 3 Likes

Debug Like a Pro in 2025: 10 New Eclipse Java Debugger Features to Enhance Your Productivity (With Spring Boot Examples)

Eclipse Java Debugger in 2025 is faster and smarter. This post explores 10 new features using a Spring Boot app that handles books, reviews, and recommendations.

July 16, 2025

by Sougandh S

· 5,448 Views · 8 Likes

Securing Software Delivery: Zero Trust CI/CD Patterns for Modern Pipelines

Zero Trust CI/CD secures every pipeline action by verifying identity, intent, and execution environment before issuing short-lived, policy-approved access.

July 15, 2025

by Surya Avirneni

· 3,216 Views · 1 Like

The Architecture That Keeps Netflix and Slack Always Online

Cell-based architecture splits your system into isolated units to contain failures, boost uptime, and scale safely. It’s how Netflix and Slack stay resilient.

July 15, 2025

by Aditya Gupta

· 12,772 Views · 7 Likes

Testing Distributed Microservices Using XState

Learn how to use XState to model microservice workflows. Simplify testing, boost coverage, and debug visually using declarative state machines.

July 14, 2025

by Akash Verma

· 2,519 Views · 1 Like

The 7 Biggest Cloud Misconfigurations That Hackers Love (and How to Fix Them)

Everyone's an admin until they shouldn't be. Ninety-nine percent of cloud identities have excessive permissions, making lateral movement trivial for attackers.

July 14, 2025

by David Iyanu Jonathan

· 3,427 Views · 5 Likes

Cloud Hardware Diagnostics for AI Workloads

AI workloads need reliable hardware. Cloud providers are developing intelligent diagnostics to predict, detect, and resolve GPU and server failures efficiently.

July 14, 2025

by Sam Prakash Bheri

· 2,362 Views

How to Reduce Technical Debt With Artificial Intelligence (AI)

Technical debt hampers growth and innovation. Smart AI integration in SaaS helps reduce it by improving code quality, scalability, and proactive maintenance.

July 11, 2025

by Karan Rawal

· 3,172 Views

Server-Driven UI: Agile Interfaces Without App Releases

Server-driven UI lets apps update screens instantly via the server, not app stores. Future AI could design, tweak, and personalize your app layout in real time.

July 11, 2025

by Rutvij Shah

· 3,170 Views · 1 Like

The Cybersecurity Blind Spot in DevOps Pipelines

DevOps pipelines create massive attack surfaces through leaks and misconfiguration, and trusted tools become attack vectors. Here are the steps on how to prevent them.

July 11, 2025

by Igboanugo David Ugochukwu

CORE

· 2,566 Views · 2 Likes

Testing the MongoDB MCP Server Using SingleStore Kai

In this article, learn how to set up and test the MongoDB MCP Server with SingleStore Kai using MCPHost, notebooks, and real-time queries powered by Ollama LLM.

July 11, 2025

by Akmal Chaudhri

CORE

· 1,401 Views · 1 Like

Contract-Driven ML: The Missing Link to Trustworthy Machine Learning

Model accuracy means nothing if data breaks in production. Learn how data contracts ensure reliability, prevent silent failures, and protect ML performance.

July 10, 2025

by Sana Zia Hassan

· 2,101 Views · 1 Like