PII vs CID
PII and client-identifying data are different legal categories. No scanner reliably finds the second — classify before data leaves the network.
PII and client-identifying data are different legal categories. No scanner reliably finds the second — classify before data leaves the network.
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.
Keep credentials out of committed Collector config: env vars, file substitution, Kubernetes Secrets, Vault — and how to rotate without downtime.
Real logs aren't JSON. How to fold multiline stack traces into single events, parse just enough to query them, and ship them to Loki.
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.
Running one Collector is easy; running a fleet is a discipline. Drift, version skew and blind rollouts — and how to manage them from one control plane.
Version drift, unpatched CVEs and 3am rollbacks. How to detect outdated OpenTelemetry collectors and upgrade them health-gated and reversibly.
The 10 storage metrics worth tracking — capacity, performance, health — and how to collect them from servers and arrays with one OTel Collector.
Editing a pipeline blind is how a greedy regex reaches production. Open any processor and watch a real record go in one side and out the other.
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.
Dual-ship telemetry to two backends to validate a migration — without double-counting hosts, doubling metrics or duplicating every log line.
Roll out Collector config safely across a fleet: validate, canary to a subset, version as source of truth, and roll back fast with OpAMP.
Config drift is silent: unredacted PII, cost blowouts, unattributed data. How to detect it against your source of truth — and prevent it with OpAMP.
Turn telemetry policy — PII redaction, cost caps, approved destinations — into rules enforced across a Collector fleet with OpAMP and a control plane.
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.
Step by step: replace the Datadog Agent with OTel Collectors, dual-ship to compare, then cut the per-host and per-GB bill before ingest.
Head vs tail sampling, always keeping errors and slow traces, consistent trace-id sampling — and why sample rates belong under central governance.
Isolation, tenant identification and per-tenant routing for a shared OpenTelemetry Collector fleet — dedicated vs shared pipelines, quotas, RBAC.
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.
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.
Grafana Alloy or the OpenTelemetry Collector? The real differences — config language, remote management, ecosystem — and how to run a mixed fleet.
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.