Personal Project · AI System
Verdict — Anti-Sycophancy AI Decision Council
A multi-agent evaluation framework that strips framing bias — five independent advisors (Contrarian, First-Principles, Expansionist, Outsider, Executor) argue blind, then a Chairman anonymizes, scores for motivated reasoning, and synthesizes one verdict (go / no-go / pivot), with the strongest case for and against, the insight no one saw, and the next action within 24 hours.
Prompt EngineeringMulti-AgentAnti-SycophancyDecision Frameworks
Personal Project · Automation
Web Retrieval Stack & Automation Layer
A production web-retrieval architecture routing each query through a 4-tier cost gate — static fetch (MCP Fetch) → LLM-native search (Tavily) → JS-rendered scrape (Firecrawl) → browser automation for auth walls — selecting the cheapest viable method automatically and guaranteeing 100% data accessibility.
Routing ArchitectureMCP FetchTavilyFirecrawlBrowser Automation
Personal Project · AI Infrastructure
AI Second Brain — Claude + Obsidian
A personal AI infrastructure solving token bloat, cross-session memory loss, and execution drift — a topology-based compression engine (6.8×–71.5× token reduction), an Obsidian durable-memory layer, a 28-tool MCP suite, and a 5-phase GSD execution engine (Clarify → Plan → Execute → Verify → Ship).
Claude APIMCPKnowledge GraphSemantic SearchTopology CompressionGSD
Personal Project · Systems Design
Notion Operating System — Signal-over-Noise
A bespoke relational operating system in Notion built on signal-over-noise principles — automated recurring tasks, multi-layered project tracking (Planned / Ongoing / Doing), Quick-Action modules, and a UI that surfaces only high-impact tasks within a permanent 7-day strategic window.
NotionRelational DB DesignInformation ArchitectureUX DesignSystems Thinking