Track the latest Happy Horse 1.0 signals, comparisons, and source map.

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

Unified V3 build · Adaptive intelligence substrate

Multi-agent reasoning · v4 iteration

Continuous student decoding engine · multi-agent reasoning

LLM orchestration layer · V2 reasoning core

Cloudflare Pages interpretation app with server-side AI adapters, abuse controls, and deterministic fallback output.

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

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.

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

V2 platform substrate · latest