Grafana Fleet Management vs LinkMesh
Grafana Fleet Management went GA for upstream OTel Collectors in July 2026. An honest comparison, and the one question that decides between them.
Grafana Fleet Management went GA for upstream OTel Collectors in July 2026. An honest comparison, and the one question that decides between them.
Attribute-based routing in the OpenTelemetry Collector — a priority-ordered, first-match-wins cascade you build with a picker instead of raw OTTL.
Observability explores telemetry; AIOps applies ML to detect, correlate and automate. Where the line sits, and why your pipeline decides both.
Install the OpenTelemetry Collector as a Windows service, read the counters and event channels you already know, and send them to Grafana.
Collect patch state — pending updates, security patches, reboot-required — from Windows and Linux with one OTel Collector, and alert in Grafana.
The 10 storage metrics worth tracking — capacity, performance, health — and how to collect them from servers and arrays with one OTel Collector.
Most tools tell you your telemetry volume in next month's invoice. Put a live records-per-second number on every edge of the topology instead.
Collector running, no data arriving, logs silent. How to debug a telemetry pipeline by inspecting real records per route, processor by processor.
Mask PII in-pipeline before telemetry crosses your network boundary — attribute deletion, regex masking, and hashing that preserves correlation.
Seven Cribl alternatives for 2026 — open-source, OpenTelemetry-native and self-hosted — with an honest look at when Cribl is still the right call.
Replace Filebeat, Metricbeat and Fleet-managed Elastic Agent with OTel Collectors and OpAMP — keeping Elasticsearch and Kibana while you dual-run.
Reduce Dynatrace dependency with OpenTelemetry: run OTel alongside OneAgent, validate signal parity, escape host-unit and DDU pricing.
Replace universal and heavy forwarders and HEC with OTel Collectors, keep Splunk as a destination while you dual-run, and move cost off per-GB.
Replace New Relic APM and Infrastructure agents with OTel SDKs and Collectors, keep New Relic over OTLP while you dual-run, then cut the bill.
A single Collector is a single point of failure. HA across agent and gateway tiers: load-balanced pools, sending queues, and persistent queues.
Treat Collector configs like code: git-backed storage, commit and publish, review and rollback — plus the drift detection plain GitOps can't give you.
A practical playbook to cut observability spend: measure per-route volume, filter noise at the edge, sample, and route before the invoice lands.
OpenTelemetry replaces collection and transport, not your backend. What it takes over cleanly, what you must rebuild, and how to scope a migration.
OTLP, the Collector and OpAMP make collection portable and give you a real exit path. What OpenTelemetry decouples — and what it doesn't.
OpAMP remote-manages a fleet of OpenTelemetry collectors — status up, config down. How the protocol works, and the control-plane gap it leaves.
Five ways to deploy an OpenTelemetry Collector — agent-per-host, DaemonSet, sidecar, gateway, hybrid — compared, plus the no-collector option.
The reference architecture for OpenTelemetry at scale: agent collectors, a central gateway tier, and OpAMP as the control plane that configures it.
A telemetry pipeline sits between your systems and your backends — where you control cost, routing and PII. What it is and how to run your own.
A control plane for your whole OpenTelemetry Collector fleet: enroll every node over one port, push config from one place, watch throughput live.