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Quality Engineering Blog

ai

The Future of Auto Heal Testing with Adaptive AI and Continuous Learning

Learn how adaptive AI and continuous learning evolve auto-heal testing from quick fixes to intent-aware maintenance, reducing flake, preserving coverage, and speeding CI/CD.

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ai

Advancing Toward Autonomous QA Through Self Healing Test Automation

Advance toward autonomous QA with self-healing tests that cut maintenance, prioritize risk, expand coverage, and keep CI/CD moving securely and fast. Learn how.

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ai

Designing AI Virtual Agents for Self-Learning Test Pipelines

Design self-learning QA pipelines with virtual agents that optimize tests, fit CI/CD, respect risk and compliance, and improve speed without missing defects.

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ai

Comparing AI Agent Frameworks for Enterprise-Scale QA Automation

Compare AI agent frameworks for enterprise QA with criteria that matter to teams at scale, including reliability, MCP interoperability, CI/CD fit, security, and auditability.

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experience

Overcoming Enterprise Skepticism with Data Backed AI Implementation Strategies

Learn how to overcome enterprise AI skepticism with verifiable data, measurable ROI, and proven implementation strategies that build lasting stakeholder confidence.

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experience

Demonstrating Long Term Value of AI Investments Amid Industry Wide Pilot Failures

Learn why most AI pilots fail and how to design AI investments that deliver measurable business impact, sustained ROI, and competitive advantage over time.

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blog

How mabl Is Leading The Automation Testing Tool Trends of 2019

Joe Colantonio wrote a great set of test automation tool predictions for 2019 so we figured we'd compare mabl to his view of the future of testing.

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blog

Accessibility + Testability FTW: Tech Tip

Testers and developers often collaborate on implementing custom attributes or selectors to improve resilience and maintainability in their automated tests, but can sometimes miss an opportunity to improve testability and accessibility together with little extra effort.

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ai

The truth about ML in test automation

When our team decided to build an intelligent test automation service, we knew ML would be a huge benefit to have. Find out how more about ML here.

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culture

How testing processes should change when you shift left

This blog will look at some healthy changes that should occur in your testing processes when your team decides to shift left and adopts a continual, holistic testing approach.

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blog

Powerful Test Automation Practices: Part 2

Learn about building assertions in this post in Lisa Crispin and Steve Vance's series that introduces you to tried-and-true test automation practices and patterns that help teams create valuable automated tests.

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blog

A Tester's Story of Adapting to the New World of Pipelines

Parveen Khan shares her journey of adopting continuous testing integration as she and her team were transitioning to a DevOps culture. Read more here.

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