Curated Knowledge
Technical Resources.
Curriculum guides, architecture references, and benchmark notebooks produced and maintained for student builder cohorts.
Resource Index
Developer toolkits and founder resources shared across active student tracks.
TemplateCohort Repository
Fullstack Application Starter Architecture
Production Next.js, TypeScript, and Neon PostgreSQL starter repository configured with clean architecture and API validation.
Architecture GuideTechnical Guide
Structured Output & Agentic Loops Reference
Deterministic JSON schema enforcement patterns, few-shot contracts, and latency benchmarking methodologies for modern applications.
Venture ToolkitSpreadsheet & Document
Student Founder Pitch & Financial Model
Unit economics spreadsheet, customer interview playbook, and technical defensibility audit checklists for student ventures.
Research NotebookColab Notebook
Vector Search & Retrieval Evaluation Harness
Jupyter notebooks benchmarking chunk sizes, embedding distance metrics, and hybrid BM25 retrieval accuracy on campus corpora.