MagicBoar
Perspectives
Blog
Technical and strategic perspectives on autonomous quality assurance from the MagicBoar research team.
The Velocity Paradox
Why AI-augmented engineering teams are falling further behind on quality — and why "more tests" makes it worse.
Read articleThe Structural Limits of Deterministic QA
Traditional test automation hits fundamental scaling walls that are architectural in nature, not operational. Understanding why is the first step to transcending them.
Read articleTraceability as a First-Class Quality Attribute
Test traceability - the chain from requirement to test to execution to result - is more valuable than raw coverage numbers. Here is why, and what it takes to achieve it.
Read articleFrom Coverage Metrics to Quality Intelligence
Measuring test coverage is not the same as understanding software quality. The evolution from one to the other is both a technical and a conceptual challenge.
Read article