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ClickHouse Expands CDC Reach to TimescaleDB Hypertables

ClickHouse Expands CDC Reach to TimescaleDB Hypertables

ClickHouse Cloud's ClickPipes now supports CDC replication from TimescaleDB, enabling terabyte-scale migrations and real-time sync for analytics workloads. The integration tackles hypertable partitioning and compression challenges, offering enterprises a path from transactional time-series to analytical processing.

Turning a House into a Data‑Driven Lab: How Developers Can Measure, Monitor, and Optimize Home Metrics

Home automation is no longer just about turning lights on and off. Developers can now treat their living spaces as real‑time data pipelines, collecting everything from temperature and humidity to energy usage and occupancy. This article explores the metrics that matter, the sensors that deliver them, and the architecture that turns raw readings into actionable insights.

Tailstream Transforms Raw Logs into Real-Time Visual Streams, Highlighting Errors Instantly

Tailstream reimagines log monitoring by converting raw data into dynamic, real-time visual streams. The tool instantly highlights errors and anomalies in flowing logs from sources like nginx, Apache, and Kubernetes, using Redis Streams and TimescaleDB for scalable processing. This approach promises to cut through operational noise, making critical incidents visually obvious for faster response.