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Nicole Trapp
Engineering the Operating Systems of Human Growth.
I architect high-integrity learning ecosystems where Architecture-Over-Code principles drive performance. By leveraging Agentic Engineering Workflows (Cursor/Gemini), I build scalable Next.js monorepos at 3x traditional velocity—ensuring every "Atom of Knowledge" is production-ready, accessible, and aligned with the learner’s finite resources.
Traditional systems ask: "What are we required to teach?" This top-down model focuses on institutional compliance, often resulting in fragmented codebases and "educational waste"—content that lacks immediate relevance to the learner’s life.
I ask: "Why does this specific learner need this to improve their life?" My work focuses on building Antifragile Ecosystems. I replace rigid, one-size-fits-all curricula with Atomic Instructional Design—modular systems where AI dynamically assembles personalized "Molecules of Relevance" in real-time.
Strategic Architecture for a Purpose-Driven Marketplace
A speculative blueprint for a 22nd-century educational system. Utilizes a strategic terminology refactor from "Pillars" to "Boots" to maximize brand recognition and eliminate conceptual interference, validated through an interactive Articulate Rise prototype.
Explore the framework →
Scaling AI Literacy for Bisk/USF
A Master’s Capstone project engineered to overcome "AI Anxiety." This curriculum implements a Minimal Viable Competency (MVC) model, reducing the threshold for professional AI adoption to 30 minutes through high-integrity instructional scaffolding.
Read on the blog →
Agentic Velocity via Next.js 16 & Turborepo
A live technical laboratory for Agentic Scaffolding. This project unifies shared UI packages and live documentation into a "Single Source of Truth" monorepo, achieving a 3x velocity metric while maintaining 100% TypeScript safety and WCAG 2.2 AA compliance.
Open design docs →Structural change of this scale requires a century-long lens. Drawing from Strauss-Howe Generational Theory, I am mapping a 100-year roadmap to transition from top-down mandates to an individualized learning marketplace. From the initial visions of today's Artists to the systemic implementation by future Heroes, I am building the technical and theoretical infrastructure for what's next, not just what's now.