Honesty-driven engineering

The first principle of my work is uncompromising honesty in code and architectural metrics. It sounds abstract until a dashboard lies to you at 3am.

Confidence is a feature

Every answer Botagoz gives ships with a provenance trail and a confidence band. If the data is thin, the UI says so — loudly and early.