# Honeycomb Docs: Send Data

## Send Data

- [Send Data to Honeycomb: Overview](https://docs.honeycomb.io/send-data.md): Instrument your applications or infrastructure and send telemetry to Honeycomb. Start with OpenTelemetry or connect a pre-instrumented system.
- [UI Changelog](https://docs.honeycomb.io/ui-changelog.md)
- [API Changelog](https://docs.honeycomb.io/api-changelog.md)

### Send Data with AI

- [Send Data with AI Agent](https://docs.honeycomb.io/send-data/ai.md): Connect your AI agent to Honeycomb MCP and start sending data using sample data, real instrumentation, or a pipeline you are already running.

### Instrument Applications

- [Send Data from Applications](https://docs.honeycomb.io/send-data/opentelemetry.md): Instrument your applications with OpenTelemetry, the open-source standard for collecting telemetry, and send traces, logs, and metrics to Honeycomb.
- [Add Custom Instrumentation](https://docs.honeycomb.io/send-data/standardize/add-custom-instrumentation.md): Extend automatic OpenTelemetry instrumentation with custom spans, attributes, and events to capture the specific application behavior you need in Honeycomb.
- [Add Context](https://docs.honeycomb.io/send-data/standardize/add-context.md): Add metadata to your traces using span annotations to capture additional context, attach performance metrics, and correlate data across distributed systems.
- [Send Application Metrics to Honeycomb](https://docs.honeycomb.io/send-data/metrics/application.md): Instrument your application with OpenTelemetry SDKs to create counters, histograms, and gauges, and send metrics to Honeycomb for analysis.

#### Backend

- [Send Data with the OpenTelemetry .NET SDK](https://docs.honeycomb.io/send-data/dotnet.md): Instrument your .NET application with the OpenTelemetry .NET SDK and send traces, logs, and metrics to Honeycomb.

##### Node.js

- [Send Data to Honeycomb with Node.js](https://docs.honeycomb.io/send-data/javascript-nodejs.md): Explore available methods for sending telemetry from your Node.js application to Honeycomb.
- [Send Data with the OpenTelemetry JavaScript SDK](https://docs.honeycomb.io/send-data/javascript-nodejs/opentelemetry-sdk.md): Instrument your Node.js application with the OpenTelemetry JavaScript SDK and send traces, logs, and metrics to Honeycomb.
- [Send Logs with Libhoney for JavaScript](https://docs.honeycomb.io/send-data/javascript-nodejs/libhoney.md): Send structured events to Honeycomb from your JavaScript application using Libhoney, Honeycomb's low-level structured logging library for the Events API.

##### Python

- [Send Data to Honeycomb with Python](https://docs.honeycomb.io/send-data/python.md): Explore available methods for sending telemetry from your Python application to Honeycomb.
- [Send Data with the OpenTelemetry Python SDK](https://docs.honeycomb.io/send-data/python/opentelemetry-sdk.md): Instrument your Python application with the OpenTelemetry Python SDK and send traces, logs, and metrics to Honeycomb.
- [Send Logs with Libhoney for Python](https://docs.honeycomb.io/send-data/python/libhoney.md): Send structured events to Honeycomb from your Python application using Libhoney, Honeycomb's low-level structured logging library for the Events API.

##### Go

- [Send Data to Honeycomb with Go](https://docs.honeycomb.io/send-data/go.md): Explore available methods for sending telemetry from your Go application to Honeycomb.
- [Send Data with the OpenTelemetry Go SDK](https://docs.honeycomb.io/send-data/go/opentelemetry-sdk.md): Instrument your Go application with the OpenTelemetry Go SDK and send traces and metrics to Honeycomb.
- [Send Logs with Libhoney for Go](https://docs.honeycomb.io/send-data/go/libhoney.md): Send structured events to Honeycomb from your Go application using Libhoney, Honeycomb's low-level structured logging library for the Events API.

##### Java

- [Send Data to Honeycomb with Java](https://docs.honeycomb.io/send-data/java.md): Explore available methods for sending telemetry from your Java application to Honeycomb.
- [Send Data with the OpenTelemetry Java Agent](https://docs.honeycomb.io/send-data/java/opentelemetry-agent.md): Instrument your Java application with the OpenTelemetry Java Agent and send traces, logs, and metrics to Honeycomb with minimal code changes.
- [Send Logs with Libhoney for Java](https://docs.honeycomb.io/send-data/java/libhoney.md): Send structured events to Honeycomb from your Java application using Libhoney, Honeycomb's low-level structured logging library for the Events API.

##### Ruby

- [Send Data to Honeycomb with Ruby](https://docs.honeycomb.io/send-data/ruby.md): Explore available methods for sending telemetry from your Ruby application to Honeycomb.
- [Send Data with the OpenTelemetry Ruby SDK](https://docs.honeycomb.io/send-data/ruby/opentelemetry-sdk.md): Instrument your Ruby application with the OpenTelemetry Ruby SDK and send traces to Honeycomb.
- [Send Logs with Libhoney for Ruby](https://docs.honeycomb.io/send-data/ruby/libhoney.md): Send structured events to Honeycomb from your Ruby application using Libhoney, Honeycomb's low-level structured logging library for the Events API.

#### Web and Mobile

- [Instrument React Native Applications with OpenTelemetry](https://docs.honeycomb.io/send-data/react-native.md): Instrument your React Native application with the Honeycomb OpenTelemetry React Native SDK to detect slow renders and send telemetry to Honeycomb.

##### Browser JavaScript

- [Instrument Frontend Web Applications with OpenTelemetry](https://docs.honeycomb.io/send-data/javascript-browser.md): Instrument your frontend web application with the Honeycomb OpenTelemetry Web SDK to capture Core Web Vitals and user interactions and send them to Honeycomb.
- [Symbolicate JavaScript Stack Traces with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/javascript-browser/symbolicate.md): Use the source map processor in the OpenTelemetry Collector to resolve minified JavaScript stack traces into readable symbols for easier debugging.

##### Android

- [Send Android Data to Honeycomb](https://docs.honeycomb.io/send-data/android.md): Instrument your Android application with the Honeycomb OpenTelemetry Android SDK and send telemetry to Honeycomb to monitor real device performance.
- [Attributes in the Honeycomb OpenTelemetry Android SDK](https://docs.honeycomb.io/send-data/android/attributes.md): Reference the standard attributes the Honeycomb OpenTelemetry Android SDK automatically adds to spans, covering environment, runtime, device, and SDK version data.
- [Symbolicate Android Stack Traces with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/android/symbolicate.md): Use the Proguard processor in the OpenTelemetry Collector to replace obfuscated names in Android stack traces with readable symbols for easier debugging.

##### iOS

- [Send iOS Data to Honeycomb with Swift](https://docs.honeycomb.io/send-data/ios.md): Instrument your iOS application with the Honeycomb OpenTelemetry Swift SDK and send telemetry to Honeycomb to monitor real device performance.
- [Attributes in the Honeycomb OpenTelemetry Swift SDK](https://docs.honeycomb.io/send-data/ios/attributes.md): Reference the standard attributes the Honeycomb OpenTelemetry Swift SDK automatically adds to spans.
- [Symbolicate iOS Stack Traces with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/ios/symbolicate.md): Use the dSYM processor in the OpenTelemetry Collector to replace obfuscated names in iOS stack traces with readable symbols for easier debugging.

#### Send Logs with SDKs

- [Send Logs from OpenTelemetry SDKs](https://docs.honeycomb.io/send-data/logs/opentelemetry/sdk.md): Configure an OpenTelemetry SDK to produce structured logs directly from your application and send them to Honeycomb, correlated with your existing traces.
- [Example: Send OpenTelemetry Logs with the OpenTelemetry .NET SDK](https://docs.honeycomb.io/send-data/logs/opentelemetry/sdk/dotnet.md): Configure the OpenTelemetry .NET SDK logger provider to send structured logs from your .NET application to Honeycomb or an OpenTelemetry Collector.
- [Example: Send OpenTelemetry Logs with the OpenTelemetry Python SDK](https://docs.honeycomb.io/send-data/logs/opentelemetry/sdk/python.md): Configure the OpenTelemetry Python SDK logger provider to send structured logs from your Python application to Honeycomb or a Collector.
- [Example: Send OpenTelemetry Logs with the OpenTelemetry Java SDK](https://docs.honeycomb.io/send-data/logs/opentelemetry/sdk/java.md): Configure the OpenTelemetry Java SDK or Java agent to intercept log messages from your logging framework and send them to Honeycomb as structured OTLP logs.
- [Example: Send OpenTelemetry Logs with the OpenTelemetry JavaScript SDK](https://docs.honeycomb.io/send-data/logs/opentelemetry/sdk/javascript.md): Configure the OpenTelemetry JavaScript SDK to send structured logs from your JavaScript application to Honeycomb or a Collector.
- [Example: Send OpenTelemetry Logs with the OpenTelemetry Go SDK](https://docs.honeycomb.io/send-data/logs/opentelemetry/sdk/go.md): Configure the OpenTelemetry Go SDK to send structured logs from your Go application to Honeycomb or a Collector.

### Instrument Infrastructure

- [Collect Telemetry from Azure](https://docs.honeycomb.io/send-data/azure.md): Send Azure telemetry to Honeycomb using an OpenTelemetry Collector.
- [Collect Telemetry from Google Cloud Platform](https://docs.honeycomb.io/send-data/gcp.md): Send Google Cloud Platform telemetry to Honeycomb using an OpenTelemetry Collector.
- [Send Data from Service Meshes and API Gateways](https://docs.honeycomb.io/integrations/traces/service-meshes-api-gateways.md): Collect tracing data from service meshes and API gateways in your production infrastructure and send it to Honeycomb without modifying application code.

#### Kubernetes

- [Send Data from Kubernetes](https://docs.honeycomb.io/send-data/kubernetes.md): Instrument your Kubernetes cluster with OpenTelemetry and send traces, logs, and metrics to Honeycomb to monitor workload performance and health.
- [Create a Telemetry Pipeline](https://docs.honeycomb.io/send-data/kubernetes/opentelemetry/create-telemetry-pipeline.md): Set up an OpenTelemetry Collector pipeline for your Kubernetes cluster and start sending traces, logs, and metrics to Honeycomb in under 10 minutes.
- [Add Automatic Instrumentation (Low Code)](https://docs.honeycomb.io/send-data/kubernetes/opentelemetry/add-automatic-instrumentation.md): Install the OpenTelemetry Operator for Kubernetes to automatically inject instrumentation into your deployed applications with minimal code changes.
- [Send Data from Instrumented Code to Collectors](https://docs.honeycomb.io/send-data/kubernetes/opentelemetry/collect-instrumented-code.md): Configure your OpenTelemetry-instrumented applications to export telemetry to the Collectors running in your Kubernetes cluster.
- [OpenTelemetry's Kubernetes Components](https://docs.honeycomb.io/send-data/kubernetes/opentelemetry/components.md): Reference the OpenTelemetry Collector components used to gather data from Kubernetes, including receivers, processors, and exporters for cluster telemetry.
- [Send Events with the Kubernetes Objects Receiver](https://docs.honeycomb.io/send-data/kubernetes/send-events-objects-receiver.md): Send Kubernetes Events to Honeycomb using the OpenTelemetry Kubernetes Objects Receiver, even if your applications are not instrumented with OpenTelemetry.
- [Send Logs with OpenTelemetry's Filelog Receiver](https://docs.honeycomb.io/send-data/kubernetes/send-logs-filelog-receiver.md): Send container logs from your Kubernetes cluster to Honeycomb using the OpenTelemetry Filelog Receiver, even without application-level instrumentation.

#### AWS

- [Send Data from Amazon Web Services (AWS)](https://docs.honeycomb.io/send-data/aws.md): Collect telemetry from AWS workloads, including Lambda, ECS, and other services, and send it to Honeycomb for analysis.
- [How Honeycomb's AWS Integrations Work](https://docs.honeycomb.io/send-data/aws/how-aws-integrations-work.md): Find out how Honeycomb's AWS integrations collect logs and metrics, which AWS services use which collection methods, and how the data flows to Honeycomb.
- [Send Data from AWS via AWS CloudFormation](https://docs.honeycomb.io/send-data/aws/aws-cloudformation.md): Set up Honeycomb's AWS integrations using AWS CloudFormation as your IaC method to provision the resources needed to send data to Honeycomb.
- [Send Data from AWS via HashiCorp Terraform](https://docs.honeycomb.io/send-data/aws/hashicorp-terraform.md): Set up Honeycomb's AWS integrations using HashiCorp Terraform as your IaC method to provision the resources needed to send data to Honeycomb.
- [Send Metrics from AWS CloudWatch](https://docs.honeycomb.io/integrations/metrics/aws-cloudwatch.md): Stream AWS CloudWatch metrics to Honeycomb using Kinesis Data Firehose to get real-time visibility into your AWS infrastructure alongside your traces and logs.
- [Connect to Honeycomb with AWS PrivateLink](https://docs.honeycomb.io/integrations/aws-privatelink.md): Send telemetry to Honeycomb over a private AWS network connection without exposing traffic to the public internet using AWS PrivateLink.

##### AWS Lambda

- [Send Data from AWS Lambda](https://docs.honeycomb.io/send-data/aws/lambda.md): Choose how to instrument your AWS Lambda functions and send telemetry to Honeycomb: the OpenTelemetry Lambda Layer or the Honeycomb Lambda Extension.
- [Export Data with AWS Lambda Layer + OpenTelemetry](https://docs.honeycomb.io/send-data/aws/lambda/opentelemetry.md): Instrument your Lambda functions with the AWS-managed OpenTelemetry Lambda Layer and export trace data asynchronously to Honeycomb without blocking function execution.
- [Export Data with AWS Lambda + Honeycomb Lambda Extension](https://docs.honeycomb.io/send-data/aws/lambda/honeycomb-lambda-extension.md): Receive log messages from your Lambda function and send them to Honeycomb as events using the Honeycomb Lambda Extension, available as a layer or container.

#### HashiCorp

- [Send Metrics from HashiCorp Consul](https://docs.honeycomb.io/integrations/metrics/hashicorp-consul.md): Configure HashiCorp Consul to export metrics to the OpenTelemetry Collector and send them to Honeycomb for visibility into your service networking layer.
- [Send Metrics from HashiCorp Nomad](https://docs.honeycomb.io/integrations/metrics/hashicorp-nomad.md): Configure HashiCorp Nomad to export metrics to the OpenTelemetry Collector and send them to Honeycomb for visibility into your workload scheduler.
- [Send Metrics from HashiCorp Vault](https://docs.honeycomb.io/integrations/metrics/hashicorp-vault.md): Configure HashiCorp Vault to export metrics to the OpenTelemetry Collector and send them to Honeycomb for visibility into your secrets management infrastructure.

#### Log Sources

- [Send JSON Logs](https://docs.honeycomb.io/send-data/logs/structured/json.md): Ingest and backfill JSON log files into Honeycomb using Honeytail. Learn how Honeycomb handles nested JSON structures.
- [Send NGINX Logs](https://docs.honeycomb.io/send-data/logs/structured/nginx.md): Parse NGINX logs with Honeytail and send them to Honeycomb to analyze web traffic, request patterns, and service activity across your infrastructure.
- [Send MySQL Logs](https://docs.honeycomb.io/send-data/logs/structured/mysql.md): Parse MySQL logs with Honeytail and send them to Honeycomb to analyze database query patterns, slow queries, and traffic across your application.
- [Send PostgreSQL Logs](https://docs.honeycomb.io/send-data/logs/structured/postgresql.md): Parse PostgreSQL logs with Honeytail and send them to Honeycomb to analyze database query patterns, slow queries, and traffic across your application.
- [Send Other Webserver Logs](https://docs.honeycomb.io/send-data/logs/structured/other-webserver.md): Parse Apache, HAProxy, and other webserver logs with Honeytail using a customized NGINX parser configuration and send them to Honeycomb.
- [Send Structured Logs with Honeytail](https://docs.honeycomb.io/send-data/logs/structured/honeytail.md): Tail, parse, and send existing structured log files to Honeycomb with Honeytail, Honeycomb's lightweight log ingestion agent.
- [Send Logs with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/logs/unstructured/collector.md): Use the OpenTelemetry Collector to collect, parse, and structure unstructured logs from Fluentd, AWS, Azure, and other sources before sending them to Honeycomb.
- [Send Unstructured Logs with Honeytail + Custom Regex](https://docs.honeycomb.io/send-data/logs/unstructured/honeytail-regex.md): Parse unstructured log files using custom regular expressions and Honeytail, then send the parsed events to Honeycomb for high-cardinality querying.

##### Log Shippers

- [Stream Logs from Fastly](https://docs.honeycomb.io/integrations/logs/fastly.md): Stream logs from your Fastly CDN to Honeycomb using Fastly's log streaming feature for deeper visibility into your content distribution system behavior.
- [Forward Fluentd Data](https://docs.honeycomb.io/integrations/logs/fluentd.md): Forward structured logs from Fluentd to Honeycomb using Fluentd's out_http plugin or the OpenTelemetry Collector for richer telemetry context.
- [Filter and Send Logstash Data](https://docs.honeycomb.io/integrations/logs/logstash.md): Fork your Logstash pipeline to send a copy of all log traffic to Honeycomb using Logstash's flexible plugin architecture and HTTP output plugin.

#### Metrics Sources

- [Send Metrics to Honeycomb](https://docs.honeycomb.io/send-data/metrics.md): Send application and system metrics to Honeycomb and query them alongside your traces and logs.
- [Send System Metrics with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/metrics/system.md): Deploy the OpenTelemetry Collector as a host agent to collect system metrics on a regular interval and send them to Honeycomb for analysis.
- [Send Metrics from Prometheus Clients](https://docs.honeycomb.io/integrations/metrics/prometheus.md): Scrape metrics from your Prometheus client endpoints using the OpenTelemetry Collector and send them to a Honeycomb dataset for analysis.

### CI/CD Observability

- [Generate Traces from Build Pipelines](https://docs.honeycomb.io/integrations/build-pipelines.md): Generate distributed traces from your CI/CD build pipelines using Honeycomb's Buildevents tool and analyze build performance in Honeycomb.
- [Gate Deployments with GitHub Actions Deployment Protection Rules](https://docs.honeycomb.io/integrations/github-deployment-protection-rules.md): Use Honeycomb query data to automatically gate deployments in GitHub Actions workflows, promoting or blocking based on real telemetry.

### Manage Pipelines

#### OpenTelemetry Collector

- [Send Data with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/opentelemetry/collector.md): Deploy the OpenTelemetry Collector as a vendor-agnostic pipeline to gather traces, logs, and metrics from your instrumented applications and send them to Honeycomb.
- [Handle Sensitive Information with the OpenTelemetry Collector](https://docs.honeycomb.io/send-data/opentelemetry/collector/handle-sensitive-information.md): Filter, redact, and hash PII, credit card numbers, and other sensitive data from your telemetry before it reaches Honeycomb.
- [Group Logs by Pattern with the OpenTelemetry Drain Processor](https://docs.honeycomb.io/send-data/opentelemetry/collector/group-logs-by-pattern.md): Use the OpenTelemetry Collector drain processor to derive a template attribute on every log record, then group, filter, and sample by recurring patterns in Honeycomb.
- [Migrate Telemetry Schemas with the OpenTelemetry Schema Processor](https://docs.honeycomb.io/send-data/opentelemetry/collector/migrate-telemetry-schemas.md): Use the OpenTelemetry Collector schema processor to translate telemetry between schema versions, with migration mode to emit both old and new attribute names during a transition.

#### Honeycomb Telemetry Pipeline

- [Honeycomb Telemetry Pipeline](https://docs.honeycomb.io/send-data/telemetry-pipeline.md): Collect, refine, and route metrics, logs, and traces to any destination with the Honeycomb Telemetry Pipeline, an OpenTelemetry-native pipeline tool.

##### Pipeline Manager

- [Pipeline Manager](https://docs.honeycomb.io/send-data/telemetry-pipeline/manager.md): Collect, refine, and route metrics, logs, and traces to any destination with Pipeline Manager, Honeycomb's enterprise-grade OpenTelemetry pipeline tool.
- [Install Pipeline Manager](https://docs.honeycomb.io/send-data/telemetry-pipeline/install.md): Set up the Honeycomb Telemetry Pipeline Manager to start collecting and routing telemetry from your infrastructure.
- [Processor Impact on Agent Performance](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/performance.md)

###### Sources

- [Pipeline Manager Sources](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources.md): Browse available sources for the Honeycomb Telemetry Pipeline Manager to connect infrastructure, logs, metrics, and traces to your pipeline. Enterprise add-on.
- [Active Directory](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/active-directory.md)
- [Aerospike](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/aerospike.md)
- [Apache Combined](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/apache-combined.md)
- [Apache Common](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/apache-common.md)
- [Apache HTTP](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/apache-http.md)
- [Apache Spark](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/apache-spark.md)
- [AWS Cloudwatch](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/aws-cloudwatch.md)
- [AWS S3 Event](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/aws-s3-event.md)
- [AWS S3 Rehydration](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/aws-s3-rehydration.md)
- [Azure Blob Storage](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/azure-blob-storage.md)
- [Azure Blob Rehydration](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/azure-blob-rehydration.md)
- [Azure Event Hub](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/azure-event-hub.md)
- [Cassandra](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/cassandra.md)
- [Cisco ASA](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/cisco-asa.md)
- [Cisco Catalyst](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/cisco-catalyst.md)
- [Cisco Meraki](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/cisco-meraki.md)
- [Cloudflare](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/cloudflare.md): Receive logs from Cloudflare LogPush jobs
- [CockroachDB](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/cockroachdb.md)
- [Common Event Format](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/common-event-format.md)
- [Couchbase](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/couchbase.md)
- [CouchDB](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/couchdb.md)
- [Crowdstrike FDR](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/crowdstrike-fdr.md)
- [CSV](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/csv.md)
- [Custom](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/custom.md)
- [Elasticsearch](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/elasticsearch.md)
- [F5 BIG-IP](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/f5-big-ip.md)
- [File](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/filelog.md)
- [Filestats](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/filestats.md)
- [Fluent Forward](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/fluent-forward.md)
- [Google Cloud PubSub](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/google-cloud-pubsub.md)
- [Google Cloud Storage Rehydration](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/google-cloud-storage-rehydration.md)
- [Hadoop](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/hadoop.md)
- [HAProxy](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/haproxy.md)
- [HBase](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/hbase.md)
- [Honeycomb Telemetry Pipeline Agent](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/honeycomb-telemetry-pipeline-agent.md)
- [Honeycomb Telemetry Pipeline Gateway](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/honeycomb-telemetry-pipeline-gateway.md)
- [Honeycomb Telemetry Pipeline](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/honeycomb-telemetry-pipeline.md)
- [Host Metrics](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/host-metrics.md)
- [HTTP Check](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/http-check.md)
- [HTTP Log](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/http-log.md)
- [JBoss](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/jboss.md)
- [Journald](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/journald.md)
- [JVM](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/jvm.md)
- [Kafka Cluster](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kafka-cluster.md)
- [Kafka Node](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kafka-node.md)
- [Kafka OTLP](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kafka-otlp.md)
- [Kubernetes Cluster Events](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kubernetes-cluster-events.md): Retrieve cluster events as logs
- [Kubernetes Cluster Metrics](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kubernetes-cluster-metrics.md): Collect cluster level metrics from the Kubernetes API
- [Kubernetes Container Logs](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kubernetes-container-logs.md): Read container logs from Kubernetes nodes
- [Kubernetes Kubelet Metrics](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kubernetes-kubelet-metrics.md): 'Collector node, pod, container, and volume metrics from Kubernetes nodes'
- [Kubernetes Prometheus Node](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/kubernetes-prometheus-metrics.md): Retrieve metrics from Kubernetes pods using service discovery
- [Logstash](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/logstash.md)
- [macOS](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/macos.md)
- [macOS Unified Logging](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/macos-unified-logging.md)
- [Microsoft 365](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/microsoft-365.md)
- [Microsoft IIS](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/microsoft-iis.md)
- [Microsoft SQL Server](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/microsoft-sql-server.md)
- [MongoDB](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/mongodb.md)
- [MongoDB Atlas](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/mongodb-atlas.md)
- [MySQL](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/mysql.md)
- [NetFlow](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/netflow.md)
- [Nginx](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/nginx.md)
- [Okta](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/okta.md): Collect System Logs from Okta
- [OpenTelemetry (OTLP)](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/opentelemetry.md)
- [Oracle Database](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/oracle-database.md)
- [Packet Capture](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/packet-capture.md)
- [PgBouncer](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/pgbouncer.md)
- [PostgreSQL](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/postgresql.md)
- [Prometheus](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/prometheus.md)
- [RabbitMQ](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/rabbitmq.md)
- [Redis](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/redis.md)
- [SAP HANA](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/sap-hana.md)
- [SAP NetWeaver](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/sap-netweaver.md)
- [Solr](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/solr.md)
- [Splunk (HEC)](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/splunk-hec.md)
- [Splunk (TCP)](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/splunk-tcp.md)
- [Splunk Search API](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/splunk-search-api.md)
- [SQL Query](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/sql-query.md)
- [StatsD](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/statsd.md)
- [Syslog](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/syslog.md)
- [TCP](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/tcp.md)
- [Telemetry Generator](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/telemetry-generator.md)
- [Tomcat](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/tomcat.md)
- [Ubiquiti](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/ubiquiti.md)
- [UDP](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/udp.md)
- [VMware ESXi](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/vmware-esxi.md)
- [VMware vCenter](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/vmware-vcenter.md)
- [W3C](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/w3c.md)
- [WildFly](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/wildfly.md)
- [Windows DHCP](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/windows-dhcp.md)
- [Windows Events](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/windows-events.md)
- [Windows Event Trace (ETW)](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/windows-event-trace-etw.md)
- [ZooKeeper](https://docs.honeycomb.io/send-data/telemetry-pipeline/sources/zookeeper.md)

###### Destinations

- [Pipeline Manager Destinations](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations.md): Browse available destinations for the Honeycomb Telemetry Pipeline Manager to route telemetry data to Honeycomb, S3, and other targets. Enterprise add-on.
- [AWS S3](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations/aws-s3.md)
- [Azure Blob Storage](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations/azure-blob.md)
- [Honeycomb](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations/honeycomb.md)
- [Honeycomb](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations/honeycomb-enhance-indexing-s3.md): Export logs and traces to AWS S3 with automatic field indexing for efficient rehydration and querying in Honeycomb.
- [Honeycomb Refinery](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations/honeycomb-refinery.md)
- [Bindplane Gateway](https://docs.honeycomb.io/send-data/telemetry-pipeline/destinations/bindplane-gateway.md)

###### Processors

- [Pipeline Manager Processors](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors.md): Browse processors for the Honeycomb Telemetry Pipeline Manager to transform, filter, and enrich telemetry before it reaches its destination. Enterprise add-on.
- [Add Fields](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/add-fields.md)
- [Batch](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/batch.md)
- [Coalesce](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/coalesce.md)
- [Compute Metric Statistics](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/compute-metric-stats.md)
- [Concat](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/concat.md)
- [Copy Field](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/copy-field.md)
- [Count Telemetry](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/count-telemetry.md)
- [Custom](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/custom.md)
- [Deduplicate Logs](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/deduplicate-logs.md)
- [Delete Fields](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/delete-fields.md)
- [Delete Empty Values](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/delete-empty-values.md)
- [Resource Detection](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/detect-resource.md)
- [Extract Metric](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/extract-metric.md)
- [Filter by Condition](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/filter-by-condition.md)
- [Filter by Field](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/filter-by-field.md)
- [Filter HTTP Status](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/filter-by-http-status.md)
- [Filter Metric Name](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/filter-by-metric-name.md)
- [Filter by Regex](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/filter-by-regex.md)
- [Filter Severity](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/filter-by-severity.md)
- [Google SecOps Standardization](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/google-secops-standardization.md)
- [Group by Attributes](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/group-by-attributes.md)
- [Log Sampling](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/log-sampling.md)
- [Lookup Fields](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/lookup-fields.md)
- [Marshal](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/marshal.md)
- [Mask Sensitive Data](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/mask-sensitive-data.md)
- [Move Field](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/move-field.md)
- [Parse CSV](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-csv.md)
- [Parse JSON](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-json.md)
- [Parse Key Value](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-key-value.md)
- [Parse Severity](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-severity.md)
- [Parse Timestamp](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-timestamp.md)
- [Parse with Regex](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-regex.md)
- [Parse XML](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/parse-xml.md)
- [Redact Sensitive Data](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/redact-sensitive-data.md)
- [Rename Field](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/rename-field.md)
- [Rename Metric](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/rename-metric.md)
- [Resource Detection](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/resource-detection.md)
- [Rewrite Timestamp](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/rewrite-timestamp.md)
- [Split](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/split.md)
- [Transform](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/transform.md)
- [Unroll](https://docs.honeycomb.io/send-data/telemetry-pipeline/processors/unroll.md)

##### Enhance with Archive

- [Enhance with Archive](https://docs.honeycomb.io/send-data/telemetry-pipeline/enhance.md): Store full-fidelity, unsampled telemetry in Amazon S3 and rehydrate it on-demand in Honeycomb for deep-dive investigations beyond your retention window.
- [Set Up an Amazon S3 Archive with Terraform](https://docs.honeycomb.io/send-data/telemetry-pipeline/enhance/terraform-setup.md): Use Terraform to configure an Amazon S3 bucket for trace and log rehydration in Honeycomb.
- [Set Up an Amazon S3 Archive with AWS Console](https://docs.honeycomb.io/send-data/telemetry-pipeline/enhance/aws-console-setup.md): Use the AWS Management Console to configure your Amazon S3 bucket for trace and log rehydration in Honeycomb.
- [Collector Export to Amazon S3 Archive](https://docs.honeycomb.io/send-data/telemetry-pipeline/enhance/collector-export-s3.md): Configure an OpenTelemetry Collector to export unsampled trace and log data to Amazon S3 with field-based indexing for fast, cost-effective rehydration in Honeycomb.

### Shape Data

- [Map Your Data](https://docs.honeycomb.io/send-data/standardize/map-data.md): Map your dataset fields to Honeycomb's standard fields so trace waterfall views, log visualizations, and other features work correctly.
- [Transform Your Data](https://docs.honeycomb.io/send-data/standardize/transform-data.md): Transform your data without making permanent changes to your dataset by defining calculated fields in Honeycomb.
- [Calculated Field Reference](https://docs.honeycomb.io/reference/calculated-field-reference.md)

### Control Data Volume

#### Sample

- [Sampling](https://docs.honeycomb.io/manage-data-volume/sample.md): Choose the right sampling strategy for your telemetry data. Compare head sampling and tail sampling and find out which approach fits your system and cost goals.
- [When to Sample](https://docs.honeycomb.io/manage-data-volume/sample/guidelines.md): Get Honeycomb's recommendations for when sampling makes sense, why it reduces costs without sacrificing insight, and which sampling approach fits your use case.
- [Avoid Sampling Gen AI Telemetry](https://docs.honeycomb.io/manage-data-volume/sample/gen-ai.md): Keep Gen AI telemetry at full fidelity so agent timelines and LLM cost data is accurate, and apply sampling to your other telemetry instead.
- [Sampled Data in Honeycomb](https://docs.honeycomb.io/manage-data-volume/sample/sampled-data-in-honeycomb.md): Find out how Honeycomb adjusts query results to account for sample rate and what to keep in mind when working with sampled data in your datasets.

##### Honeycomb Refinery

- [Honeycomb Refinery](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery.md): Deploy and operate Refinery, Honeycomb's trace-aware, tail-based sampling proxy. Set up your cluster, define sampling rules, and monitor performance.
- [Set Up Honeycomb Refinery](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery/set-up.md): Install and configure Refinery for the first time, connect it to your data pipeline, and prepare it to start making tail-based sampling decisions.
- [Configure Honeycomb Refinery](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery/configure.md): Customize your Refinery configuration with general settings, peer management, and storage options beyond the default installation values.
- [Specify Sampling Methods in Honeycomb Refinery](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery/sampling-methods.md): Define how Refinery samples your traces. Learn how to combine multiple sampling methods for more precise control over which data you keep.
- [Scale and Size Honeycomb Refinery](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery/scale-size.md): Size and scale your Refinery cluster using Honeycomb's recommended configuration options and the Refinery Operations Board Template to track performance.
- [Diagnose Refinery Performance Through Trace Patterns](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery/diagnose.md): Use Refinery's built-in metrics to identify and address performance bottlenecks caused by common trace patterns.
- [Monitor Honeycomb Refinery](https://docs.honeycomb.io/manage-data-volume/sample/honeycomb-refinery/monitor.md): Use Refinery's built-in metrics to monitor cluster health, identify performance bottlenecks, and decide when to adjust your configuration or sampling rules.

#### Filter

- [Filter Processor for OpenTelemetry Collector](https://docs.honeycomb.io/manage-data-volume/filter/filter-processor.md): Filter spans, metrics, and logs based on conditions before they reach Honeycomb using the OpenTelemetry Collector filter processor.

#### Adjust Metrics Granularity

- [Manage Metrics Events](https://docs.honeycomb.io/manage-data-volume/adjust-granularity/metrics-events.md): Control how many events your metrics data generates in Honeycomb by adjusting capture intervals, label counts, and which metrics you send.
- [Metrics-to-Event Mapping](https://docs.honeycomb.io/manage-data-volume/adjust-granularity/metrics-event-mapping.md): Find out how Honeycomb converts incoming metrics data points into events, including how data points are combined and stored in the columnar data store.

### Use Cases

- [Monitor Anthropic Usage & Cost](https://docs.honeycomb.io/send-data/use-cases/anthropic-usage-monitoring.md): Monitor Anthropic API token consumption, feature usage, and cost attribution in real time using a custom OpenTelemetry collector and Honeycomb Board Templates.
- [Instrumenting AI Agents](https://docs.honeycomb.io/send-data/use-cases/agents.md): Track input prompts, responses, token usage, tool calls, and agent invocations using OpenTelemetry.

#### Correlate Web and Mobile Data with Embrace

- [Connect Honeycomb and Embrace](https://docs.honeycomb.io/integrations/embrace/overview.md): Connect Honeycomb and Embrace to correlate backend traces with mobile and web user sessions.
- [Investigate Backend Latency](https://docs.honeycomb.io/integrations/embrace/use-cases/investigate-backend-latency.md): Use Honeycomb and Embrace together to move from a backend latency trigger to confirmed user impact in a single investigation.
- [Diagnose Mobile ANRs and Hangs](https://docs.honeycomb.io/integrations/embrace/use-cases/diagnose-mobile-anrs.md): Use Embrace and Honeycomb together to move from a mobile ANR alert to the exact backend span responsible, without escalating to the backend team blind.
- [Investigate with Embrace and Honeycomb MCP](https://docs.honeycomb.io/integrations/embrace/use-cases/investigate-with-mcp.md): Use the Embrace and Honeycomb MCP servers together to run end-to-end observability investigations from your AI assistant.

#### Monitor LLMs

- [Monitor LLM-Powered Applications](https://docs.honeycomb.io/send-data/use-cases/llm.md): Instrument LLM-powered applications with OpenTelemetry and send telemetry to Honeycomb to monitor model behavior, latency, and output quality in production.
- [Text to JSON Quick Start](https://docs.honeycomb.io/send-data/use-cases/llm/text-to-json-quickstart.md): Instrument a text-to-JSON LLM workflow with OpenTelemetry and send telemetry to Honeycomb to observe model inputs, outputs, and validation steps.