Methodology

We begin with the reader's task, the business decision and the evidence available. We separate observation, hypothesis and recommendation.

Technical findings are reproduced on representative URLs; content claims are checked against primary sources; experiments declare baseline, variables, guardrails and limitations.

Priority combines likely impact, confidence, effort, dependency and reversibility. We verify the deployed behavior and change dates only after a material update.