architecture-introspector

First-principles architecture analysis maps the current state, questions requirements, and deletes unnecessary abstractions to identify unjustified complexity. A 6-phase introspection process systematically deconstructs systems and exposes cargo-cult patterns for simplification.

Architecture reviews for refactoring and modernization apply a 2+ consumer or compelling reason criterion to validate decisions. The process generates an Architecture Introspection Report containing deletion candidates, simplification plans, and acceleration opportunities for complex codebases.

First-principles thinking is needed for architecture reviews when multiple stakeholders rely on architectural decisions or during onboarding to complex codebases. It challenges assumptions and validates technical debt systematically rather than accepting existing abstractions as necessary.

System-wide architecture refactoring follows a 5-step methodology to map the current state, delete unnecessary abstractions, and simplify remaining design. The introspection process delivers an implementation plan with acceleration opportunities and automation candidates to guide principled deconstruction.

First-principles introspection evaluates technical debt and cargo-cult patterns by challenging assumptions and questioning requirements during code reviews. The 6-phase process identifies deletion candidates and exposes unjustified complexity that multiple stakeholders rely on for architectural decisions.