AI Discovery System
Hybrid discovery architecture combining semantic retrieval, lexical precision, and conversational orchestration for learning intent resolution.
3 projects 2 writing links
Systems
Product Architecture Systems
Product systems, not isolated features: each page documents architecture components, behavior loops, and operating metrics across real delivery contexts.
Source of truth lives in /docs/systems, with linked references from work and writing.
Community Growth Engine
Loop-based community system connecting creator activity, feed distribution, and follow behavior into repeat engagement.
2 projects 2 writing links
Continuous Discovery OS
Operating system for weekly evidence intake, synthesis, prioritization, and decision review.
4 projects 1 writing links
Learning Platform at Scale
National-scale learning architecture connecting strategy, content infrastructure, educator operations, and learner access surfaces.
6 projects 1 writing links
Marketplace Expansion Model
System for expanding creator offer types while preserving coherent discovery, profile, and trust flows.
1 projects 1 writing links