[KongchangAI]
Unverified50% confidenceFactExact time

GhostRunner uses two LangGraph graphs: compile_graph does the heavy lifting (route planning, POI fetching, director LLM, beat writer, validator and TTS rendering), while runtime_graph is millisecond-level deterministic nodes (GPS reading, pace classification, trigger checks, etc.).

1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen

Sources

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