@thananon

scrutinize performs outsider-perspective code review by questioning intent, tracing end-to-end execution paths, and identifying whether simpler approaches exist. operates cold and produces actionable findings with rationale.

management-talk translates engineering-focused content into leadership-friendly formats. it adapts tone, depth, and structure for jira comments, slack, email, and meetings without requiring technical literacy from the audience.

Write the canonical engineering record of a fixed bug — root cause, mechanism, fix, validation, and how it slipped through. Engineer-audience, code identifiers…

Four-mantra debugging discipline — reproduce, trace the fail path, falsify the hypothesis, cross-reference every breadcrumb. Recite the mantra block verbatim…