telemetry
Telematics IoT Infrastructure for Fleets and developers - Built on Raspberry Pi.
Get Better at Getting Better.
DORA is the largest and longest running research program of its kind, that seeks to understand the capabilities that drive software delivery and operations performance. DORA helps teams apply those capabilities, leading to better organizational performance.
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OpenTelemetry Collector distribution with programmable pipelines.
Grafana Alloy is an open source OpenTelemetry collector with built-in Prometheus pipelines and support for metrics, logs, traces, and profiles.
Making the Network Visible.
sFlow® is an industry standard technology for monitoring high speed switched networks. It gives complete visibility into the use of networks enabling performance optimization, accounting/billing for usage, and defense against security threats.
Telemetry Harbor OSS is the open-source ingestion and visualization stack behind Telemetry Harbor. Self-host your own telemetry backend with full control over your data and infrastructure.
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High-quality, ubiquitous, and portable telemetry to enable effective observability.
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- Even more OpenTelemetry - Kubernetes special @ A Java geek.
- What is OpenTelemetry? @ SigNoz.
- CI/CD Observability with OpenTelemetry - A Step by Step Guide @ SigNoz.
- OpenTelemetry configuration gotchas @ A Java geek.
- From chaos to clarity: How OpenTelemetry unified observability across clouds @ CNCF.
- How to build a cost-effective observability platform with OpenTelemetry @ CNCF.
- Why the OpenTelemetry Batch Processor is Going Away (Eventually) @ dash0.
- From Signals to Reliability: SLOs, Runbooks and Post-Mortems @ Fatih Koç.
- OpenTelemetry Collector vs agent: How to choose the right telemetry approach @ CNCF.
- How to Reduce Telemetry Volume by 40% Smartly (Java) @ Observability Real Talk.
- Why OpenTelemetry Is Paving the Way for the Rise of the Observability Warehouse @ DevOps.
- Open standards in 2026: The backbone of modern observability @ Grafana Labs Blog.
- Telemetry that matters: Designing sustainable, high-impact observability pipelines @ CNCF.
- Don't Wrap OpenTelemetry — You're Probably Hurting More Than Helping @ OpenTelemetry.
- Operating OpenTelemetry at scale with OpAMP @ CNCF.
- Deploy OpenTelemetry Gateway on AWS: Monitoring Your Observability Pipeline @ AWS Cloud Operations Blog.
IP accounting iconoclasm.
pmacct is a small set of multi-purpose passive network monitoring tools. It can account, classify, aggregate, replicate and export forwarding-plane data, ie. IPv4 and IPv6 traffic; collect and correlate control-plane data via BGP and BMP; collect and correlate RPKI data; collect infrastructure data via Streaming Telemetry. Each component works both as a standalone daemon and as a thread of execution for correlation purposes (ie. enrich NetFlow with BGP data).
Build dashboards for any device. Instantly.
Stream telemetry, plot sensor data, and monitor systems in real time. No custom frontend code or locked-in formats. Works with serial, MQTT, Bluetooth LE, or network sources.
Serial Studio is an open-core, cross-platform telemetry dashboard and real-time data visualization tool. It supports input from serial ports, Bluetooth Low Energy (BLE), MQTT, and TCP/UDP sockets, allowing data acquisition from embedded devices, external software, and networked services.
Serial Studio runs on Windows, macOS, and Linux. It is suited for telemetry monitoring, sensor data analysis, and real-time debugging in educational, hobbyist, and professional environments.
Grafana Agent is a vendor-neutral, batteries-included telemetry collector with configuration inspired by Terraform. It is designed to be flexible, performant, and compatible with multiple ecosystems such as Prometheus and OpenTelemetry.
Evolving the Prometheus exposition format into a standard.
OpenMetrics a specification built upon and carefully extending Prometheus exposition format in almost 100% backwards-compatible ways.
🛡️ Privacy-first, Agnostic Telemetry for Self-Hosted Software.
Collect usage stats, verify active instances, and understand your user base without spying on them.
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Extensible MacOS system telemetry generator.
MacNoise is an extensible and modular macOS system telemetry generation framework. It generates real system events (network connections, file writes, process spawns, plist mutations, TCC permission probes, and more) so security teams can validate that their EDR, SIEM, and firewall tooling detects what it is supposed to detect.
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The Most Advanced Time Series Platform.
Warp 10 is a modular open source platform shaped for the IoT that collects, stores and allows you to analyze sensor data. It offers both a Time Series Database and a powerful analysis environment that can be used together or independently.