Field notes
Notes from reading run archives
Practical write-ups on failure clustering, flake evidence, skip budgets, and how to brief an analytics assessment.
11 March 2026
Reading failure clusters across three release windows
How to group failed cases by shared fixtures and environment tags so regressions stop looking like noise.
3 February 2026
Flake labels that survive Monday triage
A practical labeling scheme for intermittent cases so quarantine lists stay honest through the week.
17 January 2026
What skip rates hide in QA suites
Skipped cases quietly erase coverage. Here is how to read skip trends before a release gate.
8 December 2025
How to brief a result analytics consultant
The archives, owners, and decision questions that make an assessment week productive from day one.