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Agent fleet polling N endpoints every 8s via 3-model ensemble (Phi + momentum + staleness) — Prometheus-ready.
Agent fleet that catches API drift before failure — 3-model ensemble polling N endpoints every 8s. Prometheus-ready monitoring + failover.
Agent fleet that catches API drift before calls fail — human-first staleness alerts via 3-model ensemble. Polls N endpoints every 8s.
Agent fleet that catches API drift before users do — human-first staleness alerts. Polls N endpoints every 8s via 3-model ensemble.
Drift-detection agent for FIFA 2026 host cities (Energy–Food–Water). Scores sensors vs seasonal baseline via 3-model ensemble.
Fleet of API-monitoring agents that detect latency drift via ensemble and auto-failover — Vercel + Cloud Run