Autoguide 3.0 Link <2024>

: Integration for multiple brands including VW, Audi, Seat, Skoda, Renault, Peugeot, and Ford.

In the 3.0 ecosystem, AutoNormal replaces AutoDiagonalNormal as the recommended starting point. autoguide 3.0

✅ : One tool for VW, Audi, Renault, Ford, and more. : Integration for multiple brands including VW, Audi,

: Updated protocols for reading and clearing fault codes. and Ford. In the 3.0 ecosystem

| Feature | AutoGuide 1.x (Legacy) | AutoGuide 3.0 (Current) | | :--- | :--- | :--- | | | Mean-Field (Independence) | Structured / Multivariate / Flow-based | | Constraint Handling | Manual bijectors required | Automatic support preservation | | Default Initialization | Random (often invalid) | Median/Constraint-aware | | Posterior Shape | Simple Gaussian | Can handle multi-modal/skewed (via flows) | | Speed | Fastest | Scalable (optimized matrix ops) |