SensorFlow: Open-Source Stack Lets Teams Self-Host Product Analytics Safely
SensorFlow is an open-source, self-hosted analytics pipeline built to help engineering teams migrate away from third-party analytics platforms without rewriting existing client integrations. The stack connects Sensors Data SDK event uploads to a Go-based ingestion service, stores data in ClickHouse, and surfaces it through Apache Superset for SQL-defined metrics and dashboards. The project targets the riskiest part of any analytics migration — the event-ingestion boundary — by allowing teams to move infrastructure control incrementally across web, mobile, and backend clients. It is not a full replacement for platforms offering session replay, feature flags, or experiment tooling, and is intended specifically for teams willing to operate ClickHouse in production. The maintainers are seeking community feedback on ingestion compatibility, schema design, and production reliability.
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