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v1.0.0 — Arcade MVP + multi-agent strategy system

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@VforVitorio VforVitorio released this 20 Apr 09:06
· 526 commits to main since this release
v1.0.0
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Learn about vigilant mode.

First stable release of F1 Strategy Manager. Ships the three-window arcade experience (2D race replay + PySide6 strategy dashboard + live telemetry window), the full seven-model ML stack (pace XGBoost, tire TCN with MC Dropout, overtake LightGBM, SC prior, pit duration HistGBT, undercut LightGBM, radio NLP pipeline) and the N25 to N31 multi-agent LangGraph orchestrator with FIA RAG over Qdrant.

Highlights

  • Three surfaces from one install — f1-sim CLI, f1-arcade three-window replay, f1-streamlit post-race dashboard
  • Arcade runs the strategy pipeline locally without the FastAPI backend
  • Per-agent model outputs rendered live (lap time predicted vs actual with CI band, tire cliff percentiles, overtake and SC probabilities, stop duration percentiles, radio intents, regulation snippets)
  • Six-tab reasoning panel with syntax-highlighted LLM narratives for each sub-agent plus the N31 orchestrator
  • Live telemetry window with delta speed brake throttle grid and rival overlay in two-driver mode
  • README slimmed to 85 lines with landing page link and F1 trademark disclaimer
  • Docs reorganised under docs/arcade plus five drawio architecture diagrams

Install

Run uv tool install git+https://github.com/VforVitorio/F1_Strat_Manager.git to land the three console scripts on your PATH. See INSTALL.md for Docker, pip and LM Studio alternatives.

Jump from v0.12.0

v0.12.0 closed out the pre-arcade CLI and endpoint work. This release marks the first cut where the arcade experience is the primary live UI and the Streamlit dashboard is the post-race companion.

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