GroundCrew for Voomra
A production multi-agent platform managing the full fleet operations lifecycle — from pre-trip checks and live anomaly detection through automated bug-fix proposals, market analysis, and an LLM proxy with budget guardrails.
- Four specialised sub-agents: Fleet Ops, Patchwork (bug-fix), Market Analyst, Guardrail
- LangGraph state machines with Redis kill signals and human-in-the-loop approval gates
- Full observability via LangSmith → Arize Phoenix OTel pipeline, auto-instrumented
- Eval framework with 57 scenario cases, CI gate enforcing ≥85% pass rate
LangGraphFastAPIPythonRedispgvectorLangSmithRailway
Architecture shared under NDA