Testing, Tools, and Frameworks Resources

Building a New Testing Mindset for AI-Powered Web Apps

Learn about AI-powered testing strategies to ensure your intelligent systems are reliable, ethical, and aligned with business goals.

October 30, 2025

by Kailash Pathak

CORE

· 2,361 Views · 2 Likes

Building Secure Software: Integrating Risk, Compliance, and Trust

Software is the backbone of digital business, but as systems grow more connected, risks multiply. Enterprises need security built into the software itself.

October 28, 2025

by Akash Gupta

· 3,118 Views · 2 Likes

Unlocking Scalable Data Lakes: Building With Apache Iceberg, AWS Glue, and S3

Apache Iceberg + AWS Glue + S3 bring ACID, schema evolution, and time travel to data lakes—fixing schema drift, small files, and cost sprawl at enterprise scale.

October 28, 2025

by Vivek Venkatesan

· 4,015 Views · 1 Like

Understand and Optimize AWS Aurora Global Database

The default settings in AWS Aurora Global may not work for everyone. This article explains various settings and their implications in availability and consistency.

October 28, 2025

by Subhash Kovela

· 2,108 Views · 1 Like

Enterprise-Grade Document Intelligence: Cloud Big Data AI With YOLOv9 and Spark on AWS

Automate document analysis with YOLOv9, Apache Spark, and AWS. Boost speed, accuracy, and fraud detection across finance, healthcare, insurance, and more.

October 27, 2025

by Ram Ghadiyaram

CORE

· 2,698 Views · 4 Likes

From Distributed Monolith to Composable Architecture on AWS

Learn in this article how to fix distributed monoliths with Domain-Driven Composable Architecture and build independent, composable microservices on AWS.

October 24, 2025

by Elakkiya Daivam

· 8,913 Views · 1 Like

Performance Testing 101: A Beginner's Guide to Building Robust Applications

This guide provides a practical, step-by-step introduction to performance testing to ensure applications can handle real-world user loads without failing.

October 24, 2025

by Arkadii Osheev

· 2,527 Views · 3 Likes

Evolving Golden Paths: Upgrades Without Disruption

Keep your golden paths evolving — with semantic versioning, automation, and empathy — to drive innovation without breaking developer flow.

October 23, 2025

by Josephine Eskaline Joyce, Ph.D

CORE

· 14,661 Views · 3 Likes

Fundamentals of Logic Hallucinations in AI-Generated Code

Learn how AI tools can generate logical errors in code, tests, and architecture, and discover ways to detect and prevent these hallucinations.

October 23, 2025

by Stelios Manioudakis

CORE

· 9,503 Views · 2 Likes

What Is End-to-End Testing?

Learn end-to-end testing, including its definition, goals, stages, timing, and a practical example, to ensure complete software workflow validation.

October 22, 2025

by Faisal Khatri

CORE

· 3,078 Views · 4 Likes

Next-Gen DevOps: Rule-Based AI Auto-Fixes for PMD, Veracode, and Test Failures

Learn how to build self-healing CI/CD pipelines that fix minor code issues automatically, reduce developer toil, and keep your DevOps flow fast and reliable.

October 21, 2025

by Sivasai Nadella

· 2,818 Views

Automating Storage Tiering and Lifecycle Policies in AWS S3 Using Python (Boto3)

You can save money on AWS S3 by using Python scripts to automatically move files between storage classes based on how often you access them.

October 21, 2025

by Arjun Mullick

· 2,868 Views · 1 Like

Should You Use Azure Data Factory?

Yes for most ETL scenarios, ADF handles data movement, basic transformations, and scheduling well, just don't expect it to replace custom code for complex business logic.

October 20, 2025

by Sohag Maitra

· 6,728 Views

Beyond Keywords: Modernizing Enterprise Search with Vector Databases

A modern search approach unlocks deeper insights, more relevant results, and boosts productivity across organizations; here's how AWS OpenSearch fits into this landscape.

October 17, 2025

by Lakshmi Narayana Rasalay

· 4,516 Views · 1 Like

Deep Linking in Enterprise Android Apps: A Real-World, Scalable Approach

Enterprise apps demand reliable navigation. Learn to implement deep linking using Hilt, ViewModel, and UseCases, with real-world flows and built-in security.

October 16, 2025

by Mohan Sankaran

· 1,953 Views · 6 Likes

Centralized Configuration Management With Consul

In this article, learn how to set up centralized configuration in Spring Boot using HashiCorp Consul for dynamic, environment-specific settings management.

October 15, 2025

by Vishnu Viswambharan

· 3,213 Views · 2 Likes

Beyond Secrets Manager: Designing Zero-Retention Secrets in AWS With Ephemeral Access Patterns

Ephemeral access patterns in AWS eliminate credential sprawl. This architecture uses IAM, STS, and brokers to enable zero-retention secrets at scale.

October 15, 2025

by Amrit Pal Singh

· 12,035 Views

How Developers Use Synthetic Data to Stress-Test Models in Noisy Markets

Synthetic data lets quants stress-test equity strategies beyond noisy markets, preserving volatility, and building resilience before risking real capital.

October 14, 2025

by Jay Mehta

· 1,616 Views · 1 Like

What Is API Testing?

API testing explained: Learn what an API is, its different testing types, tools, and benefits to improve software quality and reliability.

October 13, 2025

by Faisal Khatri

CORE

· 2,226 Views · 4 Likes

Diving into JNI: My Messy Adventures With C++ in Android

JNI is powerful but tricky. Automate boilerplate with generators, carefully manage references, test with CheckJNI, and embrace the chaos; it gets satisfying.

October 10, 2025

by Ruslan Vidzert

· 4,187 Views · 3 Likes

The Latest Testing, Tools, and Frameworks Topics