mark-quinn

Maps the design decisions, tradeoffs, and gotchas of an unfamiliar codebase. Use when you know the language but not THIS codebase, want to understand why patterns exist rather than what they do, are onboarding to a new project, or want a familiarity score across a codebase.

Translates unfamiliar language and framework patterns into the developer's known stack. Use when entering an unfamiliar language or framework, wanting to understand patterns or code by analogy, or asking "how does X work in [language]".