AI QA Automation Hub

Open-source adversarial frameworks are shifting AI safety from periodic audits to continuous, automated checks that fit naturally into QA and test...

AI Agents for Functional Testing

• Playwright and AI Agents: Marlene Mhangami discusses leveraging Playwright and AI agents for effective...

AI coding assistants speed up development by suggesting functions and automating repetitive tasks, yet they introduce hidden coverage gaps in...

Playwright combined with AI agents delivers clean, reliable functional and regression testing for both UI and API, as shared by Microsoft/GitHub...

AI tools are streamlining regression automation and CI/CD integration for faster, smarter QA.

• Argus AI slashes testing sprints from weeks to hours...

Tricentis now embeds agentic AI to let SAP ECT users generate automated test cases directly with SAP AI Units.

Supatest functions as an autonomous...

Agentic QA Platforms

• 🔥 Best Agentic QA Tools in 2026: Side-by-side comparison of 8 platforms covering autonomous test generation, self-healing,...

A design mindset combined with agentic tools offers learners practical ways to elevate QA beyond traditional methods.

• Mind-mapping from graphic...

• Test data management: Use generation tools and a centralized repository to handle data needs effectively
• Environment stability: Flaky setups lead to false test failures, making reliable environments essential for accurate results

A practical walkthrough shows how to build repeatable deployments for .NET Aspire applications using GitHub Actions and the Azure Developer CLI, an...

Wrkflw provides a CLI and TUI interface for testing and running CI jobs locally. This offers QA learners a practical way to experiment with autonomous test execution and regression workflows without relying on remote pipelines.

Many teams appear healthy with 80% line and branch coverage, yet this metric often fails to reveal weak tests. Mutation testing serves as the missing...

Different systems carry unique quality risks, so testing strategies must adapt accordingly.

• Regression testing for payment flows: prioritize...

This AWS sample lets users launch background coding agents that autonomously handle submitted tasks in the cloud, including repo cloning, code writing, and execution. It's a practical starting point for exploring agent-driven development workflows.

AI capabilities enhance automated GUI testing and code coverage while extending to static analysis and architecture verification, delivering faster...

Master hands-on validation of form controls in Playwright to build reliable UI tests.

• Radio buttons: Select with .check() then assert using...

Real Android teams are splitting CI/CD responsibilities to match workflow stages rather than lumping everything into one script.

• PR pipelines run...

AI Test Generation for APIs

• 🔥 SmartBear ReadyAPI Update: SmartBear is rolling out AI Test Generation in ReadyAPI to create API tests from...

AI coding tools like Cursor, GitHub Copilot, and Claude generate more code faster, which increases commit volume and puts more pressure on CI/CD pipelines. For QA learners, this highlights why intelligent pipeline automation is becoming essential.

A provocative new video essay declares test automation dead in 2026, killed by flaky tests, bloated frameworks, and an obsession with coding over real...