AI Race Engineer

Setup advice built around how the car actually feels, corner by corner and lap by lap, not generic recommendations.

AI Setup Advice

• Is There an AI Race Engineer for Sim Racing?
• Can AI Tell Me What Setup Change to Make?

Driver-Feedback-Based Setup

• Is There Something That Tells Me What to Change Based on How the Car Feels?

No-Telemetry Setup Engineering

• How Do I Learn Race-Car Setup Without Telemetry?

Lap-by-Lap Setup

• How Do I Tune My Car Lap by Lap?

Corner-by-Corner Setup

• Fix Understeer and Fix Oversteer cover the entry/apex/exit diagnosis this tool automates.

In-Race Setup Changes

• How Can I Get Setup Advice Without Leaving My Sim?

Why Generic AI Setup Generation Isn’t Enough

• Why Generic AI Setup Generation Isn’t Enough

This is the philosophy behind onRails.