Engineering · Post-Deployment

Forensics Bot

Connect to vehicle

Target files

Failure description

Code, logs, and sensor data are sanitized server-side (identifiers tokenized, comments stripped, secrets redacted) before any AI call. Real names restored locally.

Hypotheses & log signatures from the deployed code alone — before the bag finishes downloading.

Connect to a vehicle first.

Connect to a vehicle, describe the failure, then run Stage 1.

Within 30 seconds you'll have hypotheses to grep against logs.