The Blog
Notes on Quality
Thoughts on testing, automation, AI-driven quality engineering, and leading QE teams.
Test Automation · Jul 2026
Building Test Frameworks That Scale With Your Team
What actually keeps an automation framework maintainable as the team grows from 3 to 30 — structure, ownership, and the discipline to delete tests.
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AI Quality · Jun 2026
Where AI Fits Into a Modern QE Strategy
AI won't replace your test strategy — but LLM-as-judge, change-scoped impact analysis, and good guardrails will reshape it. Where to start.
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Leadership · May 2026
Leading QE Teams Across Time Zones
Onshore–offshore QE delivery lives or dies on handoffs. A few habits that kept a distributed team shipping without follow-the-sun chaos.
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