AI Collaboration

4 articles

Beyond standard OBD — preparing to read SAM, EIS and ESP

Part 3 of "AI-assisted OBD diagnostics". SAM, EIS and ESP have not yet been read on this vehicle: what is finished is the read software and its offline verification, built by keeping the capability of the OBDLink EX separate from vehicle-specific diagnostic definitions.

Zero DTCs does not end the diagnosis — reading the first log

Part 2 of "AI-assisted OBD diagnostics". In the first log from a W204 C63 AMG, standard OBD stored and pending DTCs were zero and permanent DTCs were not acquired. We separate what was queried from the conditions it was measured under, and set out what the values do and do not tell us.

Starting OBD diagnostics with AI — beginning with the record

Part 1 of a series using AI to build OBD capture software for a 2009 Mercedes-Benz W204 C63 AMG that will not start, letting measured logs decide the next step. Covers how work was split between people and AI, why we began with standard OBD, and how raw logs are kept with their conditions.

Humans do physical, AI does logical — a record of splitting a production cluster expansion with an AI agent

A field record of splitting a production node addition with an AI agent — where the AI paid off, what it caught, the human calls that prevented an incident, and the AI’s own mistakes.