The ideal candidate thrives on turning messy, real-world complexity into working solutions, values evidence over opinions, and moves fluently across the entire continuum: User Problem Workflow Requirement Scenario Eval Production Metric. Prototyping & Technical Literacy: Demonstrated ability to use AI-assisted dev tools, low-code frameworks, APIs, and version-controlled configuration files (Markdown, JSON, YAML) to bring concepts to life.