- 5 min read
What AI does (and doesn't do) in DirtFleet
We named 14 AI Modes in the framework doc and shipped 6 of them. Here's exactly what each one does, where the LLM is allowed to write to the database, and how we keep the system honest.
aiengineering - 5 min read
Spotting stuck meters and tool theft with hours-delta anomalies
After every hours log we z-score the delta against a 30-day rolling baseline. Most flags catch stuck meters; some catch unauthorized use. Here's the math + the false-positive guardrails.
aiopsengineering