interview

To turn a rough idea into an implementation-ready specification, use structured elicitation with mirroring and assumption surfacing. This process captures constraints and applies a Devil's Advocate challenge to stress-test the concept before generating a progressive working log.

A design review that captures hidden assumptions uses structured probing questions and assumption audits. This approach surfaces unstated requirements, enforces constraint convergence, and prevents costly misalignment before implementation begins.

To stress-test a feature plan, apply a Devil's Advocate workflow that challenges the architecture and business logic. This method captures constraints in a registry and blocks recommendations that conflict with stated requirements.

Structured requirements elicitation works for non-technical domains like business case development and document drafting. It uses mirroring and probing to extract clear constraints and converges on a shared understanding across both technical and non-technical contexts.

Project drift happens when unstated assumptions override business requirements. An assumption audit captures these constraints in a registry and uses a verification gate to block any implementation recommendations that conflict with your stated needs.