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SDET

6 articles · Page 1 of 1
Continuous Delivery 2.0
Continuous Delivery 2.0
Sep 24, 2026 · R&D Management

Should QA Play Offense? 5 Perspectives on the QA-to-Dev Shift in the AI Era

The article examines five viewpoints from reader comments on QA transitioning to development roles, contrasting checks-and-balances advocates who cite aviation and audit redundancies with integration proponents pointing to Microsoft's 2014 SDET merger where roles blended but work structure barely changed, while DORA 2025 and GitLab data show AI-generated code shifting bottlenecks to verification, raising the circular risk of AI verifying AI, and questioning who ultimately owns quality metrics.

AIGoogleMicrosoft
0 likes · 6 min read
Should QA Play Offense? 5 Perspectives on the QA-to-Dev Shift in the AI Era
Continuous Delivery 2.0
Continuous Delivery 2.0
Sep 23, 2026 · Industry Insights

QA-to-Dev Shifts: Why Title Removal ≠ Testing Duty Loss — Microsoft's 2014 SDET Lesson

Meituan and ByteDance pilot QA-to-developer transitions, but Microsoft's 2014 SDET elimination shows title removal doesn't erase testing duties; the article distinguishes role boundaries from quality responsibilities, noting AI speeds test generation but not quality judgment, and urges evaluating actual responsibility shifts over title changes.

AI in testingGoogleMicrosoft
0 likes · 11 min read
QA-to-Dev Shifts: Why Title Removal ≠ Testing Duty Loss — Microsoft's 2014 SDET Lesson
FunTester
FunTester
Jun 15, 2026 · R&D Management

Where Does Test Development Go When Functional QA Disappears?

The article analyzes how shrinking functional QA forces development teams to assume quality responsibilities—adding unit, contract, and observability tests, embedding quality gates in CI/CD pipelines, elevating test platform roles, and clarifying AI's limits—illustrated with a refund feature case study.

AICI/CDSDET
0 likes · 15 min read
Where Does Test Development Go When Functional QA Disappears?
Continuous Delivery 2.0
Continuous Delivery 2.0
Dec 9, 2020 · R&D Management

Microsoft’s Evolution of Software Testing: From 1990s SDET/STE Model to Combined Engineering in the Cloud Era

This article chronicles Microsoft’s testing journey from the 1990s separate SDET and STE roles, through the early‑2000s consolidation of those roles, to the modern cloud‑native “combined engineering” model that reshapes quality responsibility, accelerates delivery, and introduces specialized virtual teams for performance and security.

Cloud ComputingSDETorganizational change
0 likes · 13 min read
Microsoft’s Evolution of Software Testing: From 1990s SDET/STE Model to Combined Engineering in the Cloud Era
Baidu Intelligent Testing
Baidu Intelligent Testing
Jun 1, 2017 · Fundamentals

Seven Types of Testers: Roles and Advice from James Bach

The article translates James Bach's "Seven Kinds of Testers", describing seven tester personas—Administrative, Technical, Analytical, Social, Empathic, User Expert, and Developer—along with practical advice for each role and commentary on their impact in software testing.

James BachSDETsoftware testing
0 likes · 6 min read
Seven Types of Testers: Roles and Advice from James Bach