Projects
Built, measured, and written up.
Production systems and research prototypes. Each one is described with what it does, what stage it is at, and where the numbers come from — including the ones that did not work.
- Research prototype
CalibraScene
Turns heterogeneous crash evidence into traceable scenario representations and uncertainty-aware validation coverage decisions. Missing evidence stays missing.
- In production
DigestSEO MCP Suite
Four open-source MCP systems behind DigestSEO: AI visibility, Google Search Console, technical web validation, and live news and search-trend intelligence.
- In production
GodPrompt
Open-source AI coding workflow and companion MCP server: nine task types, a six-stage engineering method, progressive disclosure, and explicit verification gates.
- In production
Flight Deck
Inbox and intake automation: a 10,000-email morning turned into a manageable stream, with a human approving every reply.
- In production
Content Engine
A daily publishing pipeline — ingest, draft with an LLM, route through human review, publish and distribute.
- In production
Agentic Market-Data Pipeline
Scheduled, unattended market-data extraction with hard freshness gates and grounded LLM reading, through to auto-published commentary.
- Public experiment
Walk-Forward Crypto System
A public paper-trading experiment with every number traceable and seven failed ideas documented rather than deleted.