Testing, Tools, and Frameworks Resources

Supercharge AI Workflows on Azure: Remote MCP Tool Triggers + Your First TypeScript MCP Server

Remote MCP in Azure Functions exposes serverless tools for AI assistants, enabling scalable, cloud-native workflows with Azure services and bindings.

January 13, 2026

by Swapnil Nagar

· 2,077 Views · 1 Like

Pragmatic Paths to On-Device AI on Android with ML Kit

Use ML Kit to add on-device AI (Text/Barcode/OCR, Object & Pose, Translation) with simple Kotlin APIs-fast, offline, private.

January 12, 2026

by Mohan Sankaran

· 1,845 Views · 6 Likes

How to Build and Deploy an AI Agent on Kubernetes With AWS Bedrock, FastAPI and Helm

Learn how to build, containerize, and deploy a lightweight, cloud-native AI agent on Amazon EKS using FastAPI, AWS Bedrock, Docker, and Helm.

January 9, 2026

by Chandrasekhar Rao Katru

· 3,487 Views · 6 Likes

From Code to Runtime: How AI Is Bridging the SAST–DAST Gap

A practical exploration of how AI connects static code vulnerabilities with their potential runtime exploitability in modern cloud-native applications

January 9, 2026

by Atish Kumar Dash

· 1,667 Views · 1 Like

Building a Containerized Quarkus API and a CI/CD Pipeline on AWS EKS/Fargate with CDK

This project demonstrates a production-ready approach to deploying a containerized Quarkus API on AWS EKS/Fargate, leveraging Infrastructure as Code through the AWS CDK.

January 8, 2026

by Nicolas Duminil

CORE

· 2,323 Views · 1 Like

RPA Validation in Life Sciences: 5 Pitfalls and How to Avoid Them

RPA in life sciences isn’t just about reducing costs or manual effort. It is about building bots that are up to regulations and scale globally.

January 7, 2026

by Venkatesh Kanneganti

· 1,265 Views · 1 Like

Developer Tools That Actually Matter in 2026

The developer tools making real differences today are the ones solving the actual problems we face as developers every day.

January 6, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 8,081 Views · 2 Likes

Effectively Managing AI Agents for Testing

Agentic AI can transform testing—but only if it’s controlled. Start small, add guardrails, integrate tools, and scale autonomy once reliability and cost are proven.

January 6, 2026

by John Vester

CORE

· 4,411 Views · 1 Like

Beyond the Spec Sheet: Performance Tuning a Massive DWH Migration on AWS

Migrating legacy data warehouses to the cloud is rarely a simple "lift and shift." Here’s a deep dive into solving EBS throughput issues on EC2.

January 5, 2026

by Dippu Kumar Singh

· 2,837 Views · 2 Likes

DevSecOps as a Strategic Imperative for Modern DevOps

DevSecOps embeds security into every stage of development, reducing risk, accelerating delivery, and strengthening both compliance and customer confidence.

December 31, 2025

by Hleb Skuratau

· 1,312 Views

Bias and Shortcut Tests for Vision Models: A Practical Test Suite From Real-World Experiments

High accuracy doesn't guarantee true understanding; your vision model might be riding on backgrounds and noise. Perform these tests before you trust it in the wild.

December 30, 2025

by Sai Teja Erukude

· 2,254 Views

Terraform Type Constraints: Best Practices for Enterprise-Scale AWS

In this article, we discuss how Terraform type constraints make AWS modules safer, more reusable, and catch configuration bugs long before production.

December 29, 2025

by Thiyagarajan Mani Chettier

· 1,796 Views · 2 Likes

Decoupling Azure Releases With GitHub Actions

Decouple build artifacts from deployment using GitHub Actions and JSON config maps to prevent drift and enable safe, automated Azure deployments.

December 25, 2025

by Dippu Kumar Singh

· 1,633 Views · 1 Like

A Principled Framework for Scalable Experimentation and Reliable A/B Testing

Scalable experimentation framework enabling rigorous A/B testing, reliable metrics, and data-driven decisions across engineering teams.

December 25, 2025

by Sayantan Ghosh

· 1,469 Views · 1 Like

Penetration Testing Strategy: How to Make Your Tests Practical, Repeatable, and Risk-Reducing

Learn how to build a repeatable, risk-aligned penetration testing strategy that improves security outcomes, speeds remediation, and supports engineering teams.

December 24, 2025

by Ava Stratton

· 1,294 Views · 1 Like

Defect Report in Software Testing: Best Practices for QA and Developers

In this blog, we will understand what a defect report is, why it is important in software testing, and how to write a clear and effective defect report.

December 22, 2025

by Yogesh Solanki

· 979 Views · 1 Like

End-to-End Test Automation With Playwright, GitHub Page, and Allure Reports

Learn how to build a modern test automation pipeline with Playwright, GitHub Actions, and Allure Reports for reliable, scalable web app testing.

December 19, 2025

by Kailash Pathak

CORE

· 2,248 Views · 1 Like

The Importance of Critical Thinking in Software Testing

Explore the reasons why critical thinking is important in software testing and learn practical tips to strengthen and apply them effectively.

December 17, 2025

by Faisal Khatri

CORE

· 1,100 Views · 1 Like

Blockchain Use Cases in Test Automation You’ll See Everywhere in 2026

Explore how blockchain transforms test automation in 2026 with secure logs, smart contracts, immutable data, compliance benefits, and industry-wide quality innovations.

December 12, 2025

by Scott Andery

· 1,663 Views · 1 Like

How to Test POST Requests With REST Assured Java for API Testing: Part II

In this second part, learn how to use JSON Files, the Builder design pattern with the Datafaker library in Java, to test a POST API Request with REST Assured.

December 12, 2025

by Faisal Khatri

CORE

· 2,149 Views · 4 Likes

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