Field systems

Projects

This is the public map, not the private wiring diagram. It shows what the systems are for, what shape they have, and what lessons they feed back into the notes.

PUBLIC SYSTEM field-tested

AI Mechanic ↗

Customer-facing automotive diagnostics and repair intelligence. The public front door for vehicle work and the proving ground for practical AI in a real trade.

  • vehicle checks
  • diagnostic reasoning
  • customer intake
  • repair workflow support
BUSINESS PLATFORM on-the-bench

T-PACE ↗

AI / SEO / content platform for turning operator knowledge into structured publishing, ranking, and business automation.

  • multi-provider LLM routing
  • content pipeline
  • SEO tools
  • approval queues
AGENT SYSTEM private-core

Dexter / Hermes

The working-partner agent stack: memory, tools, scheduled work, messaging, research, coding and operational support. Public lessons, private internals.

  • profile isolation
  • tool discipline
  • memory governance
  • human approval gates
LOCAL AI expanding

Workshop AI Lab

Local compute, small machines, GPU iron, model evaluation and fallback systems built like workshop equipment: every box earns its keep.

  • local inference
  • evaluation harnesses
  • witness models
  • hardware boundaries
PUBLICATION ENGINE live

The AI Fixer ↗

The public logbook for the whole thing: notes, experiments, replies, field systems, and eventually downloadable kits that survive privacy review.

  • notes
  • experiments
  • bench partner
  • reply policy