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Multi-agent business model stress-testing platform with Go proxy and judge models
System Overview
An active validation platform that stress-tests startup business models against real-time market data, unit economics, and customer acquisition costs. Orchestrates a high-performance Go proxy runtime, Vue 3 dashboard, and Python LLM-as-a-Judge audit engine.
Architectural Decisions & Build Log
Conceived to eliminate subjective founder bias by pitting multiple AI agents against each other in an adversarial audit loop.
ENGINEERING SPECIFICATIONS
Go proxy handles concurrent WebSocket connections and token streaming at sub-10ms latency.
Python agent engine implements a "Brutal Gatekeeper" that rejects unverified market claims.
Vue 3 Traffic Light interface gives founders instant visual confidence scores.
LESSONS LEARNED & TAKEAWAYS
▸Single LLM prompts cannot be trusted to grade themselves; independent auditor models are required.
TECHNOLOGIES & RUNTIMES
Go ProxyPython LLM BrainVue 3WebSocketsTavily SearchLLM-as-a-Judge