SPW
SuperPitWall
API Engine v1.0
Claude 3.5 Sonnet Integration • Telemetry Multi-Agent Pipeline

The Agentic Intelligence Engine for the Modern Pit Wall.

SuperPitWall correlates multi-modal telemetry streams, real-time driver radio transcripts, and track parameters into automated strategic debriefs via the Claude API.

spw_agent_runner.py --session Stint_3_Monza

[14:32:05] Ingesting CSV telemetry batch: Car #24 (42 laps)

[14:32:07] Extracting tire thermal degradation deltas on Turn 7-8...

[14:32:08] Transcribing radio audio feed: "Understeer on corner exit..."

[14:32:10] Claude 3.5 Sonnet: Generated stint debrief + wing angle offset

01

Autonomous Debriefs

Automated post-session analysis pairing telemetry anomalies with tire degradation and driver brake traces.

02

Radio Stream Parser

Contextual processing of driver-to-pit radio comms using long context windows to flag balance complaints instantly.

03

Strategic Modeling

Agentic tools modeling safety car windows, track evolution deltas, and Sporting Code regulatory decisions.