Testing, Tools, and Frameworks Resources

How to Banish Anxiety, Lower MTTR, and Stay on Budget During Incident Response

Cutting log ingestion seems thrifty — until an outage happens and suddenly you really need those signals! See how zero-cost ingestion can get rid of MTTR anxiety.

June 26, 2025

by John Vester

CORE

· 2,598 Views · 1 Like

Automating E2E Tests With MFA: Streamline Your Testing Workflow

Automating tests with MFA is challenging as it complicates automation with manual code retrieval, which slows development. Use this tool to programmatically automate.

June 26, 2025

by Jonathan Bernales

· 3,686 Views · 2 Likes

IBM App Connect Enterprise 13 Installation on Azure Kubernetes Service (AKS)

This article provides a step-by step guide which shows how to install IBM App Connect Enterprise 13 in an Azure Kubernetes Service Cluster.

June 25, 2025

by JEAN PAUL TABJA

· 2,193 Views · 2 Likes

Real-Object Detection at the Edge: AWS IoT Greengrass and YOLOv5

Real-time object detection at the edge using YOLOv5 and AWS IoT Greengrass enables fast, offline, and scalable processing in bandwidth-limited or remote environments.

June 23, 2025

by Anil Jonnalagadda

· 21,060 Views · 17 Likes

Lessons Learned in Test-Driven Development

Understand when to use TDD, traditional, or hybrid testing methods to improve software quality, streamline development, and align with your project needs.

June 20, 2025

by Arun Vishwanathan

· 3,201 Views · 1 Like

Exploring Cloud-Based Testing With the Elastic Execution Grid

E2G gives your team cloud testing agents, allowing you to spin up the test agents, run your tests in parallel, and watch real-time logs — all without idle hardware.

June 20, 2025

by John Vester

CORE

· 2,713 Views · 2 Likes

Integrating Selenium With Amazon S3 for Test Artifact Management

Integrate Selenium with Amazon S3 for scalable, secure, and centralized test artifact storage — boosting efficiency, collaboration, and automation workflows.

June 19, 2025

by Sidharth Shukla

· 2,582 Views · 2 Likes

How to Achieve SOC 2 Compliance in AWS Cloud Environments

Achieving SOC 2 compliance in AWS requires planning, rigorous implementation, and ongoing commitment to security best practices.

June 17, 2025

by Chase Bolt

· 1,810 Views · 1 Like

How to Use Testcontainers With ScyllaDB

Learn how to use Testcontainers to create lightweight, throwaway instances of ScyllaDB for testing with hands-on example.

June 16, 2025

by Eduard Knezovic

· 1,860 Views · 1 Like

Enterprise-Grade Distributed JMeter Load Testing on Kubernetes: A Scalable, CI/CD-Driven DevOps Approach

Run distributed JMeter load tests on Kubernetes environments with CI/CD integration, auto-scaling, and real-time monitoring using InfluxDB and Grafana.

June 11, 2025

by Prabhu Chinnasamy

· 7,821 Views · 52 Likes

Building Generative AI Services: An Introductory and Practical Guide

Amazon Bedrock simplifies AI app development with serverless APIs, offering Q&A, summarization, and image generation using top models like Claude and Stability AI.

June 11, 2025

by Srinivas Chippagiri

CORE

· 18,725 Views · 13 Likes

Software Specs 2.0: An Elaborate Example

Learn how to define precise, secure, and testable requirements for an AI-generated User Authentication Login Endpoint with structured documentation

June 11, 2025

by Stelios Manioudakis

CORE

· 7,770 Views · 4 Likes

Integrating Cursor and LLM for BDD Testing With Playwright MCP (Model Context Protocol)

Learn in this article how BDD, AI-powered Cursor, and Playwright MCP simplify test automation, enabling faster, smarter, and more collaborative workflows.

June 11, 2025

by Kailash Pathak

CORE

· 4,074 Views

Turbocharge Load Testing: Yandex.Tank + ghz Combo for Lightning-Fast Code Checks

When you need a quick assessment of your service’s ability to handle a load of 100+ requests per second, there’s no need to involve multiple teams in complex processes.

June 10, 2025

by Ilia Ivankin

· 1,567 Views · 2 Likes

Software Specs 2.0: Evolving Requirements for the AI Era (2025 Edition)

Learn about key qualities for writing software requirements—documented, correct, testable, and more—tailored for both human developers and AI code generation.

June 9, 2025

by Stelios Manioudakis

CORE

· 11,625 Views · 5 Likes

Secure IaC With a Shift-Left Approach

Shift-Left secure Infrastructure as Code helps catch issues early, automate compliance, and build secure, scalable cloud infrastructure.

June 6, 2025

by Josephine Eskaline Joyce, Ph.D

CORE

· 3,377 Views · 4 Likes

The Rise of Vibe Coding: Innovation at the Cost of Security

Discover the risks of vibe coding and learn strategies to balance creativity with security. Protect your app and users while maintaining a fast-paced workflow.

June 4, 2025

by Sonia Mishra

· 2,611 Views · 1 Like

Managing Encrypted Aurora DAS Over Kinesis With AWS SDK

Amazon Aurora DAS streams encrypted activity data via Kinesis for secure monitoring. This guide shows how to decrypt it using the AWS Encryption SDK.

June 3, 2025

by Shubham Kaushik

· 2,184 Views · 2 Likes

Improving Cloud Data Warehouse Performance: Overcoming Bottlenecks With AWS and Third-Party Tools

Cloud data warehousing performance can be optimized with AWS tools and third-party solutions like Matillion, Fivetran, and Looker.

June 3, 2025

by Dilip Kumar Rachamalla

· 3,255 Views · 1 Like

The Truth About AI and Job Loss

AI isn't just another technological shift; it's a race against time where it requires faster learning and adaptation than any previous technological transition.

June 2, 2025

by Niruta Talwekar

· 4,894 Views · 8 Likes

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