Unified V3 build · Adaptive intelligence substrate

Prototype exploring whether Claude's capacity for reasoned disagreement can be productized into a reliable decision review tool, for teams and individuals.

Earlier agent framework iteration with Human-in-the-loop

Triage-first AI for pet owners — should I go to the ER? answered in under 5 seconds with a 4-layer safety system. GPT-4 Vision + LangGraph + RAG over 18K vet records.

Archived consumer funnel experiment; kept as optional Cloudflare and content-product history.

AI product case study for trust, pricing transparency, and explainable diagnosis in auto repair.

V2 platform substrate · latest

Consumer diagnostic quiz prototype for relationship-pattern reflection, personalization flows, and AI media experiments.

Multi-agent reasoning · v4 iteration

A lightweight social prediction app for watch parties, dinners, and group events.

LLM orchestration layer · V2 reasoning core

Suno — AI music generation platform

Toppp, an AI-assisted shopping answer engine for trusted product recommendations.

Continuous student decoding engine · multi-agent reasoning