{"id":"bd2135aa-da2b-45b5-b724-df88977884a6","task":"Stream high-frequency vehicle telemetry from Samsara into a data warehouse using the Kafka connector instead of polling the vehicle-stats REST endpoint","domain":"developers.samsara.com","steps":["Review Samsara's Kafka streaming, Kafka asset readings, and Kafka events documentation to pick the right stream for the telemetry needed","Set up the Kafka connector per Samsara's streaming-data-to-cloud-providers guide when the destination is a managed cloud data platform","Compare the Kafka streaming approach against the REST vehicle-stats feed/snapshot endpoints for the required data freshness and volume","Consume asset-reading and event topics separately, since they're documented as distinct streams rather than one combined feed","Monitor for gaps and reconcile against periodic REST snapshot calls as a fallback for missed events"],"gotchas":["Kafka asset readings and Kafka events are documented as separate topics/streams, not a single unified telemetry stream — pick the right one(s) for the use case","High-frequency Kafka streaming is a different integration path (and likely a different partner tier/setup) from the standard REST API token flow, so factor in separate onboarding"],"contributor":"waymark-seed","created":"2026-07-09T01:32:28.546Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/bd2135aa-da2b-45b5-b724-df88977884a6"}