How Mumu Migrated From Prometheus to InfluxDB and Tripled Their Metric Coverage
When a team uses an internal Slack channel for everything from contact form submissions to deployment alerts and server warnings, the notification engine quickly becomes critical infrastructure. When the same team builds that engine as a product for other teams to use, the bar gets even higher. Mumu is an all-in-one productivity platform for modern teams. While most companies stitch together…
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Telegraf 1.40 Release Notes
You can find the binaries for the latest Telegraf release on our Downloads page . Many thanks to all the open source community members who contributed to this effort! New plugins These are the newest plugins, first available in this version: Databricks Zerobus output ( outputs.zerobus ) Streams metrics to a Unity Catalog Delta table using the Databricks Zerobus Ingest service over gRPC to…
Building a Practical Time Series Data Layer for Automotive Manufacturing
Automotive manufacturing generates data at several operating cadences. Sensors and controllers emit measurements continuously. Equipment and line states change as events. Production and quality systems add context at the part, batch, shift, and plant level. Together, these records describe how a manufacturing process behaves over time. That data can support plant visibility, investigations, scrap…
Getting Started with InfluxDB 3 and Grafana Tutorial
InfluxDB and Grafana are the most common pairing in time series monitoring, and division of labor between them is simple. InfluxDB stores and queries the data: high-volume, time-stamped readings from sensors, servers, meters, vehicles, and anything else that emits time series. Grafana visualizes the data: dashboards, time series panels, stat tiles, state timelines, and alerts. Neither tool…
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How to add hybrid search to a Postgres app with Pinecone in 2026
Add hybrid search to a Postgres app with Pinecone: full-text and vector search in one index, Postgres as the source of truth. Built around a snack shop example.