Testing, Tools, and Frameworks Resources

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

· 20,727 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

· 3,026 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

· 2,491 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

· 2,343 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

· 1,679 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

· 1,749 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

· 7,084 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

· 18,460 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

· 7,421 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

· 3,619 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

· 1,467 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

· 11,061 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

CORE

· 3,060 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

· 2,337 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

· 2,011 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

· 3,106 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

· 4,691 Views · 8 Likes

Scaling Azure Microservices for Holiday Peak Traffic Using Automated CI/CD Pipelines and Cost Optimization

Automate Azure microservice scaling with CI/CD, AKS, and IaC for cost-effective, error-free holiday peak traffic handling.

May 30, 2025

by Prabhu Chinnasamy

· 5,808 Views · 52 Likes

Is Low Code the Developer's Ally or Replacement? Debunking Myths and Misconceptions

Low-code complements developers by automating routine tasks while preserving their essential role in architecture and complex problem-solving.

May 30, 2025

by Vinish Kapoor

· 3,508 Views · 4 Likes

When Airflow Tasks Get Stuck in Queued: A Real-World Debugging Story

Fixed Airflow 2.2.2 tasks stuck in "queued" state by backporting a patch from v2.6.0, optimizing scheduler config, and deploying temporary workarounds.

May 29, 2025

by Gurmeet Saran

· 7,701 Views · 4 Likes

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