# base14 Scout

> Reduce downtime drastically!

This file contains links to documentation sections following the llmstxt.org standard.

## Table of Contents

- [Getting Started with base14 Scout, OpenTelemetry Native Observability Platform](https://docs.base14.io/getting-started.md): Get started with base14 Scout in minutes. Set up OpenTelemetry collectors, instrument your apps, and start monitoring traces, metrics, and logs.
- [AI Agent Observability with OpenTelemetry - Tracing Multi-Agent Systems and Tool Calls](https://docs.base14.io/guides/ai-observability/agent-observability.md): Instrument AI agents with OpenTelemetry GenAI semantic conventions. Trace the agent timeline, tool calls, and multi-agent handoffs with base14 Scout.
- [AI Observability Overview - LLM and Agent Instrumentation with OpenTelemetry](https://docs.base14.io/guides/ai-observability.md): Instrument AI and LLM apps with OpenTelemetry. Trace LLM calls, track tokens and costs, monitor agent pipelines with base14 Scout.
- [LLM Observability with OpenTelemetry - Unified AI Application Tracing Guide](https://docs.base14.io/guides/ai-observability/llm-observability.md): LLM observability with OpenTelemetry to trace LLM calls, track token usage and cost, and monitor AI pipelines with GenAI semantic conventions in Py...
- [Rust LLM Observability with OpenTelemetry - AI Application Tracing Guide](https://docs.base14.io/guides/ai-observability/rust-llm-observability.md): Rust LLM observability with OpenTelemetry to trace LLM calls, track token usage and cost, and monitor multi-stage AI pipelines with retries and fal...
- [Spring AI OpenTelemetry Instrumentation - Java LLM Tracing & Metrics Guide](https://docs.base14.io/guides/ai-observability/spring-ai-llm-observability.md): Spring AI OpenTelemetry instrumentation to trace LLM calls, track token cost, and monitor AI pipelines with the Java agent and GenAI semantic conve...
- [ArgoCD Monitoring with OpenTelemetry - Metrics, Sync Status & Health
](https://docs.base14.io/guides/cicd-observability/collecting-argocd-telemetry.md): Collect ArgoCD Prometheus metrics with the OpenTelemetry Collector. Monitor application sync status, health, reconciliation, and Git operations. St...
- [GitHub Actions Observability with OpenTelemetry](https://docs.base14.io/guides/cicd-observability/github-actions-observability.md): Export GitHub Actions workflows as OpenTelemetry traces to Scout. Identify slow steps, track failure patterns, and gain full visibility into your C...
- [CI/CD Observability - Monitor Your Pipelines with OpenTelemetry
](https://docs.base14.io/guides/cicd-observability.md): Monitor CI/CD pipelines with OpenTelemetry. Trace GitHub Actions workflows, track ArgoCD sync status, and gain visibility into your deployment pipe...
- [Create Your First Dashboard](https://docs.base14.io/guides/create-your-first-dashboard.md): Simple step-by-step guide to creating your first dashboard in Scout using Grafana. Learn to visualize metrics, traces, and logs correctly.
- [Creating Alerts with LogX](https://docs.base14.io/guides/creating-alerts-with-logx.md): Create alerts from LogX log queries. Export ClickHouse queries to Grafana dashboards and configure alert rules with thresholds and notifications.
- [Creating Alerts with pgX](https://docs.base14.io/guides/creating-alerts-with-pgx.md): Create alerts from pgX panel queries. Export ClickHouse queries to Grafana dashboards and configure alert rules with thresholds and notifications.
- [Flutter Mobile Observability](https://docs.base14.io/guides/flutter-mobile-observability.md): Add OpenTelemetry observability to your Flutter app with the scout_flutter SDK — zero-config RUM. Install, initialize, and verify spans in your col...
- [5-Minute Quick Start](https://docs.base14.io/guides/quick-start.md): Get started with Scout in 5 minutes. Deploy an OpenTelemetry collector, configure the Scout exporter, and start collecting telemetry data.
- [Troubleshooting Missing Telemetry Data](https://docs.base14.io/guides/troubleshooting-missing-data.md): Step-by-step guide to troubleshoot missing telemetry data using Grafana dashboards and OpenTelemetry Collector logs.
- [Actix Web OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/actix-web.md): Actix Web OpenTelemetry instrumentation for Rust. Trace HTTP requests, SQLx queries, and Tokio async tasks. Export to base14 Scout via OTLP.
- [Angular OpenTelemetry - Browser Traces, Metrics, Logs](https://docs.base14.io/instrument/apps/auto-instrumentation/angular.md): Instrument Angular 22 (zoneless) with OpenTelemetry - browser traces, Core Web Vitals metrics, and error logs, correlated end-to-end to your API an...
- [Axum OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/axum.md): Axum OpenTelemetry instrumentation for Rust. Trace HTTP requests, SQLx queries, and tower middleware. Export to base14 Scout via OTLP.
- [BullMQ OpenTelemetry Instrumentation - Job & Queue Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/bullmq.md): Instrument BullMQ with OpenTelemetry. Trace jobs end-to-end across producer and worker, propagate context through Redis, and export queue-depth met...
- [Celery OpenTelemetry Instrumentation - Task Tracing & Propagation](https://docs.base14.io/instrument/apps/auto-instrumentation/celery.md): Celery OpenTelemetry instrumentation for task tracing and context propagation across RabbitMQ and Redis. pip install opentelemetry-instrumentation-...
- [Django OpenTelemetry Instrumentation - ORM, Celery & DRF Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/django.md): Add OpenTelemetry to Django. Trace requests, ORM queries, Celery tasks, and DRF endpoints. Detects N+1 queries automatically.
- [.NET Aspire OpenTelemetry Instrumentation - Multi-Service Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/dotnet-aspire.md): Instrument .NET Aspire 13 with OpenTelemetry. Wire ServiceDefaults across microservices and export traces, metrics, and logs to base14 Scout.
- [ASP.NET Core OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/dotnet.md): ASP.NET Core OpenTelemetry instrumentation. Trace HTTP requests, Entity Framework queries, and background services. Export to base14 Scout.
- [Elixir Phoenix OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/elixir-phoenix.md): Elixir Phoenix OpenTelemetry instrumentation. Trace HTTP requests, Ecto queries, and LiveView events automatically. Export to base14 Scout.
- [Elysia (Bun) OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/elysia.md): Elysia (Bun) OpenTelemetry instrumentation. SDK-based tracing, custom metrics, PostgreSQL auto-instrumentation. Export to base14 Scout.
- [Express.js OpenTelemetry Instrumentation - Traces & Metrics Setup](https://docs.base14.io/instrument/apps/auto-instrumentation/express.md): Express.js OpenTelemetry instrumentation for HTTP, MongoDB, Redis, and jobs. npm install @opentelemetry/instrumentation-express, 5-minute config.
- [FastAPI OpenTelemetry Instrumentation - Traces, Metrics & Logs Setup](https://docs.base14.io/instrument/apps/auto-instrumentation/fast-api.md): FastAPI OpenTelemetry instrumentation for HTTP, SQLAlchemy, and async calls. pip install opentelemetry-instrumentation-fastapi with a working config.
- [Fastify OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/fastify.md): Trace HTTP requests, PostgreSQL queries, Redis calls, and background jobs in Fastify apps with OpenTelemetry auto-instrumentation. Export traces an...
- [Flask OpenTelemetry Instrumentation - SQLAlchemy & Celery Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/flask.md): Set up OpenTelemetry in Flask. Trace routes, SQLAlchemy queries, and Celery tasks. Production-ready config included.
- [Go stdlib OpenTelemetry Instrumentation - net/http + pgx](https://docs.base14.io/instrument/apps/auto-instrumentation/go-stdlib-postgres.md): Instrument Go net/http with OpenTelemetry. Trace pgx queries, propagate W3C traceparent across services, and run distroless containers.
- [Go OpenTelemetry Instrumentation - Echo, Fiber, Chi & GORM Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/go.md): Add OpenTelemetry to Go. Trace HTTP requests across Echo, Fiber, and Chi. Covers GORM, sqlx, Redis, and gRPC.
- [Hono OpenTelemetry Instrumentation - HTTP, Database & Redis Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/hono.md): Hono OpenTelemetry instrumentation for HTTP, databases, Redis, and BullMQ jobs on Node.js. Auto-instrument with @hono/otel; export to base14 Scout.
- [Auto-Instrumentation Overview - Zero-Code OpenTelemetry Setup](https://docs.base14.io/instrument/apps/auto-instrumentation.md): Zero-code OpenTelemetry auto-instrumentation for Python, Node.js, Java, Go, Rust, Ruby, PHP, .NET, and Elixir frameworks. Get traces, metrics, and ...
- [Ktor OpenTelemetry Instrumentation - Java Agent, Exposed ORM & Netty Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/ktor.md): Ktor OpenTelemetry instrumentation with the Java agent for zero-code tracing of HTTP, Exposed ORM, and Netty, exported to base14 Scout.
- [LangChain OpenTelemetry Instrumentation - Callback Handler Tracing Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/langchain.md): Trace LangChain agents, tool calls, and RAG retrieval with OpenTelemetry. Start with zero-code auto-instrumentation, then write a custom callback h...
- [LangGraph OpenTelemetry Instrumentation - AI Agent Monitoring Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/langgraph.md): Trace LangGraph agent nodes, conditional routing, and tool calls with OpenTelemetry. Monitor token usage, LLM costs, and state transitions in produ...
- [Laravel OpenTelemetry Instrumentation - Eloquent, Queues & HTTP](https://docs.base14.io/instrument/apps/auto-instrumentation/laravel.md): Laravel OpenTelemetry instrumentation for Eloquent, queues, Redis, and HTTP. composer require open-telemetry/opentelemetry-auto-laravel, zero-code.
- [Litestar OpenTelemetry Instrumentation - Async API Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/litestar.md): Instrument Litestar with OpenTelemetry. Trace HTTP, asyncpg, and httpx via the opentelemetry-instrument wrapper for async Python services.
- [LlamaIndex OpenTelemetry Instrumentation - RAG & Agent Monitoring Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/llamaindex.md): Trace LlamaIndex LLM calls and monitor token costs, structured output quality, and PII scrubbing using custom OpenTelemetry GenAI semantic conventi...
- [Micronaut OpenTelemetry Instrumentation - Java Agent, Hibernate & Netty Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/micronaut.md): Micronaut OpenTelemetry instrumentation with the Java agent for zero-code tracing of HTTP, Hibernate JPA, and Netty, sent to base14 Scout.
- [NestJS OpenTelemetry Instrumentation - TypeORM & BullMQ Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/nestjs.md): Add OpenTelemetry to NestJS. Trace controllers, TypeORM queries, BullMQ jobs, and WebSocket gateways.
- [Next.js OpenTelemetry Instrumentation - App Router Traces & Metrics](https://docs.base14.io/instrument/apps/auto-instrumentation/nextjs.md): Next.js OpenTelemetry instrumentation for server components and API routes with App Router support. Export traces, metrics, and logs to base14 Scout.
- [Node.js OpenTelemetry Instrumentation - HTTP, DB & Queue Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/nodejs.md): Node.js OpenTelemetry instrumentation for Express, NestJS, databases, and queues. npm install @opentelemetry/auto-instrumentations-node, zero-code.
- [Quarkus OpenTelemetry Instrumentation - Native Image & REST Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/quarkus.md): Set up OpenTelemetry in Quarkus using the built-in extension. Trace REST endpoints, Hibernate Panache, and native images. Zero agent overhead.
- [Rails Legacy OpenTelemetry Instrumentation - Rails 5 & 6 Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/rails-legacy.md): Rails 5 and 6 OpenTelemetry instrumentation with pinned SDK versions for Ruby 2.7 and 3.0. Upgrade paths and export to base14 Scout.
- [Rails OpenTelemetry Instrumentation - ActiveRecord & Sidekiq Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/rails.md): Add OpenTelemetry to Rails. Trace HTTP requests, ActiveRecord queries, and Sidekiq jobs. Detects N+1 queries automatically.
- [React OpenTelemetry Instrumentation - Browser Tracing & Web Vitals](https://docs.base14.io/instrument/apps/auto-instrumentation/react.md): Auto-instrument React web apps with @base-14/scout-react — captures routes, clicks, fetch/XHR, errors, Core Web Vitals, long tasks, frustration sig...
- [Slim Framework OpenTelemetry Instrumentation - Complete APM Setup Guide](https://docs.base14.io/instrument/apps/auto-instrumentation/slim.md): Slim Framework OpenTelemetry instrumentation for Slim 4 (auto) and Slim 3 (manual). Trace HTTP, MongoDB, and logs. Export to Scout.
- [Spring Boot OpenTelemetry Alternatives - Micrometer, SDK & Agent Compared](https://docs.base14.io/instrument/apps/auto-instrumentation/spring-boot-alternatives.md): Spring Boot OpenTelemetry alternatives compared — Java Agent, SDK, and 4.0 Native Starter. When to use each approach with base14 Scout.
- [Spring Boot OpenTelemetry Instrumentation - Java Agent, SDK & Starter](https://docs.base14.io/instrument/apps/auto-instrumentation/spring-boot.md): Set up OpenTelemetry in Spring Boot using the Java agent, SDK, or spring-boot-starter-opentelemetry. Covers management.metrics.export.otlp.enabled,...
- [Symfony OpenTelemetry Instrumentation - Doctrine, HTTP & Log Correlation](https://docs.base14.io/instrument/apps/auto-instrumentation/symfony.md): Symfony OpenTelemetry instrumentation guide - automatic tracing for HTTP requests, Doctrine ORM queries, and HTTP client calls. Export to base14 Sc...
- [tRPC OpenTelemetry Instrumentation - Prisma & PostgreSQL Tracing](https://docs.base14.io/instrument/apps/auto-instrumentation/trpc.md): Instrument tRPC with OpenTelemetry NodeSDK, Prisma auto-tracing, and Pino structured logging. Full distributed tracing across microservices with Po...
- [Vercel AI SDK OpenTelemetry Instrumentation - AI Pipeline Monitoring](https://docs.base14.io/instrument/apps/auto-instrumentation/vercel-ai-sdk.md): Trace LLM calls, track tokens and costs, and monitor multi-stage AI pipelines. Instrument Vercel AI SDK with OpenTelemetry GenAI semantic conventio...
- [C# OpenTelemetry Custom Instrumentation - Spans & Metrics Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/csharp.md): Custom instrumentation for C# and .NET applications with OpenTelemetry. Manual tracing with ActivitySource, metrics with System.Diagnostics.Metrics...
- [Go OpenTelemetry Custom Instrumentation - Spans & Metrics Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/go.md): Custom instrumentation for Go applications with OpenTelemetry. Manual tracing, spans, metrics, and telemetry export with Go OpenTelemetry SDK.
- [Custom Instrumentation Overview - Manual OpenTelemetry Tracing](https://docs.base14.io/instrument/apps/custom-instrumentation.md): Manual OpenTelemetry instrumentation for Python, Go, Java, JavaScript, Ruby, PHP, C#, and Rust. Add custom spans, metrics, and attributes for busin...
- [Java OpenTelemetry Custom Instrumentation - Spans & Metrics Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/java.md): Add custom OpenTelemetry spans, metrics, and traces to any Java app. Manual instrumentation for business logic beyond auto-instrumentation.
- [Browser JavaScript OpenTelemetry Instrumentation - Manual Tracing Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/javascript-browser.md): Custom instrumentation for browser JavaScript with OpenTelemetry. Manual tracing, metrics, logs for web applications with browser OTel SDK.
- [Node.js OpenTelemetry Custom Instrumentation - Spans & Metrics](https://docs.base14.io/instrument/apps/custom-instrumentation/javascript-node.md): Add custom spans, metrics, and logs to Node.js apps with OpenTelemetry SDK. Manual instrumentation for business logic and custom tracing needs.
- [PHP OpenTelemetry Instrumentation - Custom Spans & Metrics Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/php.md): PHP OpenTelemetry manual instrumentation with TracerProvider, BatchSpanProcessor, and context propagation. Composer setup for custom spans and OTLP.
- [Python OpenTelemetry Custom Instrumentation - Spans & Metrics](https://docs.base14.io/instrument/apps/custom-instrumentation/python.md): Add custom spans, metrics, and logs to Python apps with OpenTelemetry SDK. Manual instrumentation for business logic beyond auto-instrumentation.
- [Ruby OpenTelemetry Custom Instrumentation - Spans & Metrics Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/ruby.md): Custom instrumentation for Ruby applications with OpenTelemetry. Manual tracing, spans, metrics, and telemetry export with Ruby OpenTelemetry SDK.
- [Rust OpenTelemetry Custom Instrumentation - Spans & Metrics Guide](https://docs.base14.io/instrument/apps/custom-instrumentation/rust.md): Custom instrumentation for Rust applications with OpenTelemetry. Manual tracing, spans, metrics, and telemetry export with tracing-opentelemetry.
- [Hello World - Send Your First Trace](https://docs.base14.io/instrument/apps/hello-world.md): Send your first trace, log, and metric to Scout with a minimal CLI app. Working examples in Node.js, Python, Go, Java, C#, Rust, PHP, Ruby, and Eli...
- [Application Instrumentation - OpenTelemetry Setup Guide](https://docs.base14.io/instrument/apps.md): Complete guide to instrumenting applications with OpenTelemetry. Choose between auto-instrumentation for quick setup or custom instrumentation for ...
- [Docker Compose OpenTelemetry Setup](https://docs.base14.io/instrument/collector-setup/docker-compose-example.md): Set up OpenTelemetry Collector with Docker Compose. Complete guide for container monitoring with traces, metrics, and logs collection in minutes.
- [AWS ECS OpenTelemetry Setup - Fargate & EC2 Collector Deployment](https://docs.base14.io/instrument/collector-setup/ecs-setup.md): Deploy OpenTelemetry on AWS ECS Fargate and EC2. Complete guide for ECS monitoring with traces, metrics, and logs using service, daemon, and sideca...
- [JMX Monitoring with OpenTelemetry - JMX Scraper vs Prometheus JMX Exporter Comparison
](https://docs.base14.io/instrument/collector-setup/jmx-metrics-collection-guide.md): Compare the OpenTelemetry JMX Scraper and Prometheus JMX Exporter for Java metrics - architecture, config, and deployment trade-offs.
- [Kubernetes OpenTelemetry Setup with Helm](https://docs.base14.io/instrument/collector-setup/kubernetes-helm-setup.md): Deploy OpenTelemetry Collector on Kubernetes using Helm. Complete guide for EKS, GKE, AKS monitoring with traces, metrics, and logs collection.
- [Install OpenTelemetry Collector on Linux - DEB & RPM Packages](https://docs.base14.io/instrument/collector-setup/linux-setup.md): Install and configure the OpenTelemetry Collector on Linux and VMs. Collect host metrics, container and journald logs, scrape Prometheus endpoints,...
- [Local Development Environment Setup with OpenTelemetry](https://docs.base14.io/instrument/collector-setup/local-dev-env-setup.md): Set up Scout collector locally for development and testing. Run OpenTelemetry Collector with Docker for processing traces, metrics, and logs in you...
- [OpenTelemetry Operator for Kubernetes - Auto-Instrumentation & Collector Setup](https://docs.base14.io/instrument/collector-setup/opentelemetry-operator-setup.md): Deploy OpenTelemetry Collectors with the OpenTelemetry Operator on Kubernetes and auto-instrument Java, Python, Node.js, .NET, and Go apps.
- [OpenTelemetry Collector Binary Installation Guide](https://docs.base14.io/instrument/collector-setup/otel-collector-binary-example.md): Install and configure OpenTelemetry Collector binary. Download from releases, set up log collection, and export telemetry data to Scout with OAuth2...
- [OpenTelemetry Collector Configuration - Receivers, Processors & Exporters](https://docs.base14.io/instrument/collector-setup/otel-collector-config.md): Configure OpenTelemetry Collector pipelines. Set up receivers, processors, and exporters for traces, metrics, and logs with production-ready examples.
- [Scout Exporter Configuration](https://docs.base14.io/instrument/collector-setup/scout-exporter.md): Configure Scout exporter for OpenTelemetry Collector. Set up OAuth2 authentication and OTLP export to send telemetry data to base14 Scout platform.
- [Send OpenTelemetry Signals Directly to Scout Backend](https://docs.base14.io/instrument/collector-setup/sending-telemetry-directly-to-scout-backend.md): Configure applications to send OpenTelemetry traces, logs, and metrics directly to Scout backend without collectors. Complete guide for direct OTLP...
- [Windows OpenTelemetry Collector Installation](https://docs.base14.io/instrument/collector-setup/windows-setup.md): Install OpenTelemetry Collector on Windows. Complete guide for collecting Windows Event Logs, Performance Counters, and host metrics with Windows S...
- [ActiveMQ OpenTelemetry Monitoring - Queue Depth, Message Rates, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-activemq-telemetry.md): Collect ActiveMQ Classic metrics with the OpenTelemetry JMX Scraper. Monitor queue size, enqueue/dequeue rates, and broker memory, then ship to bas...
- [Aerospike OpenTelemetry Monitoring - Connections, Transactions, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-aerospike-telemetry.md): Collect Aerospike metrics with the OpenTelemetry Collector. Monitor connections, transaction throughput, and memory saturation, then export to base...
- [Apache HTTP Server OpenTelemetry Monitoring - Request Rate, Worker Saturation, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-apache-httpd-telemetry.md): Collect Apache HTTP Server metrics with the OpenTelemetry Collector. Monitor request rate, worker saturation, CPU load, and traffic throughput from...
- [ArgoCD Monitoring](https://docs.base14.io/instrument/component/argocd-reference.md): ArgoCD monitoring guide - now part of the CI/CD Observability guides section.
- [Caddy OpenTelemetry Monitoring - Request Rate, Latency, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-caddy-telemetry.md): Collect Caddy metrics with the OpenTelemetry Collector. Monitor HTTP request rate, request latency, and config-reload health by scraping Caddy's na...
- [cAdvisor OpenTelemetry Monitoring - Per-Container CPU, Memory, OOM Events, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-cadvisor-telemetry.md): Scrape cAdvisor with the OpenTelemetry Collector's prometheus receiver. Monitor per-container CPU, memory, OOM events, filesystem, and network, and...
- [Apache Camel OpenTelemetry Monitoring - Exchange Throughput, Failure Rate, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-camel-telemetry.md): Collect Apache Camel metrics with the OpenTelemetry JMX Scraper. Monitor exchange throughput, failures, backlog, and thread-pool health with base14...
- [Cassandra OpenTelemetry Monitoring - Client Request Latency, Compaction, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-cassandra-telemetry.md): Collect Cassandra metrics with the OpenTelemetry Collector. Monitor client request latency, compaction backlog, and thread-pool saturation via the ...
- [ClickHouse OpenTelemetry Monitoring - Query Throughput, Merges, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-clickhouse-telemetry.md): Scrape ClickHouse's native Prometheus endpoint with the OpenTelemetry Collector. Monitor query throughput, merge and parts health, and memory press...
- [CockroachDB OpenTelemetry Monitoring - Node Liveness, Range Health, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-cockroachdb-telemetry.md): Collect CockroachDB metrics with the OpenTelemetry Collector's Prometheus receiver. Monitor node liveness, range replication, clock offset, and SQL...
- [Consul OpenTelemetry Monitoring - Raft Consensus, Service Catalog, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-consul-telemetry.md): Collect Consul metrics with the OpenTelemetry Collector. Monitor Raft consensus, Autopilot cluster health, and service catalog state using the Prom...
- [Couchbase OpenTelemetry Monitoring - Data Service, Cluster Health, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-couchbase-telemetry.md): Collect Couchbase metrics with the OpenTelemetry Collector. Monitor data-service operations, memory and OOM, cluster balance, and disk queues, and ...
- [CouchDB OpenTelemetry Monitoring - Request Latency, Database Operations, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-couchdb-telemetry.md): Collect CouchDB metrics with the OpenTelemetry Collector. Monitor request latency, database operations, HTTP request and response counts, and view ...
- [Docker OpenTelemetry Monitoring - Container CPU, Memory, Network, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-docker-telemetry.md): Collect per-container Docker metrics with the OpenTelemetry Collector. Monitor CPU, memory, block I/O, network, and container liveness with the doc...
- [DragonflyDB OpenTelemetry Monitoring - Command Throughput, Cache Hit Ratio, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-dragonflydb-telemetry.md): Collect DragonflyDB metrics with the OpenTelemetry Collector. Monitor command throughput, cache hit ratio, memory saturation, and replication link ...
- [Elasticsearch OpenTelemetry Monitoring - Cluster Health, Heap Pressure, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-elasticsearch-telemetry.md): Collect Elasticsearch metrics with the OpenTelemetry Collector. Monitor cluster health, shard allocation, node operations, and JVM heap pressure wi...
- [Envoy OpenTelemetry Monitoring - Downstream Requests, Upstream Health, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-envoy-telemetry.md): Collect Envoy metrics with the OpenTelemetry Collector. Monitor downstream requests, upstream cluster health, and server state via the Prometheus r...
- [etcd OpenTelemetry Monitoring - Leader Health, Raft Proposals, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-etcd-telemetry.md): Collect etcd metrics with the OpenTelemetry Collector. Monitor leader health, Raft proposals, WAL fsync, and backend commit latency, and ship to ba...
- [Hadoop OpenTelemetry Monitoring - HDFS Block Health, Capacity, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-hadoop-telemetry.md): Collect Hadoop HDFS metrics with the OpenTelemetry JMX Scraper. Monitor DataNode liveness, block health, capacity, and NameNode JVM, then ship to b...
- [HAProxy OpenTelemetry Monitoring - Request Rates, Backend Health, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-haproxy-telemetry.md): Collect HAProxy metrics with the OpenTelemetry Collector. Monitor request rates, sessions, connection errors, backend health, and response times, a...
- [IIS OpenTelemetry Monitoring - Request Rates, W3C Access Logs, and HTTP Semantic Conventions
](https://docs.base14.io/instrument/component/collecting-iis-telemetry.md): Collect IIS metrics, W3C access logs, and Windows Event Log entries with the OpenTelemetry Collector. Map W3C fields to OTel HTTP semantic conventi...
- [Component Monitoring Overview - OpenTelemetry Collector Setup](https://docs.base14.io/instrument/component.md): Monitor databases, caches, message queues, proxies, and containers with OpenTelemetry. Collect metrics from PostgreSQL, Redis, Kafka, NGINX, Envoy,...
- [InfluxDB OpenTelemetry Monitoring - Write Throughput, Query Latency, and Series Cardinality
](https://docs.base14.io/instrument/component/collecting-influxdb-telemetry.md): Scrape InfluxDB 2.x metrics with the OpenTelemetry Collector's Prometheus receiver. Monitor write throughput, query latency, TSM storage, and serie...
- [Jenkins OpenTelemetry Monitoring - Build Results, Executor Usage, and Queue Depth
](https://docs.base14.io/instrument/component/collecting-jenkins-telemetry.md): Collect Jenkins metrics with the OpenTelemetry Collector. Monitor build results, executor usage, and queue depth via the Prometheus Metrics plugin ...
- [Jetty OpenTelemetry Monitoring - Thread Pools, JVM Health, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-jetty-telemetry.md): Collect Eclipse Jetty metrics with the OpenTelemetry JMX Scraper. Monitor thread-pool saturation, JVM heap, and CPU using JMX and export to base14 ...
- [Kubernetes Cluster OpenTelemetry Monitoring - Deployment, Pod, and Node State Metrics
](https://docs.base14.io/instrument/component/collecting-k8s-cluster-telemetry.md): Collect cluster-level Kubernetes metrics with the OpenTelemetry Collector's k8s_cluster receiver. Watch deployments, pods, nodes, HPAs, and jobs fr...
- [Kafka OpenTelemetry Monitoring - Consumer Lag, Partition Offsets, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-kafka-telemetry.md): Collect Kafka metrics with the OpenTelemetry Collector. Monitor consumer group lag, partition offsets, and replica sync status, then ship to base14...
- [Monitor kube-state-metrics with OpenTelemetry - Kubernetes State Metrics
](https://docs.base14.io/instrument/component/collecting-kube-state-metrics-telemetry.md): Collect kube_* Kubernetes object state metrics with the OpenTelemetry Collector's Prometheus receiver. Monitor pod phases, deployment replica healt...
- [Kubelet Stats OpenTelemetry Monitoring - Node, Pod, and Container Metrics
](https://docs.base14.io/instrument/component/collecting-kubelet-stats-telemetry.md): Collect Kubernetes node, pod, and container metrics with the OpenTelemetry Collector's kubeletstats receiver. Scrape the kubelet Summary API on eac...
- [MariaDB OpenTelemetry Monitoring - Query Throughput, Connections, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-mariadb-telemetry.md): Collect MariaDB metrics with the OpenTelemetry Collector. Monitor query throughput, connections, and buffer-pool pressure, then ship metrics to bas...
- [Memcached OpenTelemetry Monitoring - Hit Ratio, Evictions, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-memcached-telemetry.md): Collect Memcached metrics with the OpenTelemetry Collector. Monitor cache hit ratio, evictions, connection load, and CPU usage, and ship to base14 ...
- [MinIO OpenTelemetry Monitoring - S3 Request Rate, Cluster Capacity, and Drive Health
](https://docs.base14.io/instrument/component/collecting-minio-telemetry.md): Collect MinIO metrics with the OpenTelemetry Collector. Monitor S3 request rate and errors, cluster capacity, and drive and erasure-set health, and...
- [MongoDB OpenTelemetry Monitoring - Operation Latency, Cache Pressure, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-mongodb-telemetry.md): Collect MongoDB metrics with the OpenTelemetry Collector. Monitor operation latency, WiredTiger cache pressure, connection saturation, and lock con...
- [MySQL OpenTelemetry Monitoring - Query Performance, Buffer Pool, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-mysql-telemetry.md): Collect MySQL metrics with the OpenTelemetry Collector. Monitor query throughput, slow queries, the InnoDB buffer pool, locks, and replication lag ...
- [NATS OpenTelemetry Monitoring - Message Throughput, Slow Consumers, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-nats-telemetry.md): Collect NATS metrics with the OpenTelemetry Collector. Monitor message throughput, slow consumers, and JetStream storage via the Prometheus NATS Ex...
- [NGINX OpenTelemetry Monitoring - Request Rate, Connection Saturation, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-nginx-telemetry.md): Collect NGINX metrics, traces, and logs with the OpenTelemetry Collector. Monitor request rate, connection saturation, and dropped connections from...
- [Nomad OpenTelemetry Monitoring - Raft Consensus, Scheduler, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-nomad-telemetry.md): Collect Nomad metrics with the OpenTelemetry Collector. Monitor Raft consensus, the eval broker and scheduler, blocked evals, and job status, and s...
- [OpenSearch OpenTelemetry Monitoring - Cluster Health, Search Latency, and JVM Heap
](https://docs.base14.io/instrument/component/collecting-opensearch-telemetry.md): Collect OpenSearch metrics with the OpenTelemetry Collector. Monitor cluster status, search and indexing latency, and JVM heap pressure via the pro...
- [PgBouncer OpenTelemetry Monitoring - Pool Saturation, Client Wait, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-pgbouncer-telemetry.md): Collect PgBouncer metrics with the OpenTelemetry Collector. Monitor pool saturation, client wait time, and query throughput via the pgbouncer_expor...
- [PostgreSQL Advanced OpenTelemetry Monitoring with pgdashex - Query Stats, Replication, and Table Metrics
](https://docs.base14.io/instrument/component/collecting-postgres-advanced-telemetry.md): Advanced PostgreSQL monitoring with pgdashex. Collect query statistics, table/index metrics, replication status, and lock information using the Pro...
- [PostgreSQL OpenTelemetry Monitoring - Connections, Transactions, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-postgres-telemetry.md): Collect PostgreSQL metrics with the OpenTelemetry Collector. Monitor backend connections, transaction throughput, and deadlocks, then export to bas...
- [Pulsar OpenTelemetry Monitoring - Broker Throughput, Message Backlog, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-pulsar-telemetry.md): Collect Apache Pulsar metrics with the OpenTelemetry Collector. Monitor broker throughput, message backlog, and publish latency via the Prometheus ...
- [RabbitMQ OpenTelemetry Monitoring - Queue Depth, Message Rates, and Consumer Metrics
](https://docs.base14.io/instrument/component/collecting-rabbitmq-telemetry.md): Collect RabbitMQ metrics with the OpenTelemetry Collector. Monitor queue depth, message throughput, node memory, and resource alarms using the Rabb...
- [Redis OpenTelemetry Monitoring - Memory, Keyspace, and Latency Metrics
](https://docs.base14.io/instrument/component/collecting-redis-telemetry.md): Collect Redis metrics with the OpenTelemetry redis receiver. Monitor memory saturation, keyspace hit ratio, and command latency, then ship to base1...
- [ScyllaDB OpenTelemetry Monitoring - CQL Throughput, Coordinator Latency, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-scylladb-telemetry.md): Collect ScyllaDB metrics with the OpenTelemetry Collector. Monitor CQL throughput, coordinator read/write latency, gossip membership, and hinted-ha...
- [SNMP OpenTelemetry Monitoring - Routers, UPSes, Linux Hosts, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-snmp-telemetry.md): Collect SNMP metrics from routers, switches, UPSes, and net-snmp hosts with the OpenTelemetry Collector's snmpreceiver. Map OIDs to link state, thr...
- [Solr OpenTelemetry Monitoring - Request Latency, Cache Hit Ratio, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-solr-telemetry.md): Collect Solr metrics with the OpenTelemetry Collector. Monitor request latency, cache hit ratio, JVM heap, and indexing backlog, then ship to base1...
- [SQL Server OpenTelemetry Monitoring - Batch Throughput, Locks, and Buffer Cache Metrics
](https://docs.base14.io/instrument/component/collecting-sqlserver-telemetry.md): Monitor Microsoft SQL Server with OpenTelemetry: batch request rate, lock waits, page life expectancy, and buffer cache hit ratio, shipped to base1...
- [Temporal OpenTelemetry Monitoring - Persistence Latency, Task Queues, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-temporal-telemetry.md): Collect Temporal metrics with the OpenTelemetry Collector. Monitor frontend service latency, persistence (database) latency, and task-queue backlog...
- [TiDB OpenTelemetry Monitoring - Store Liveness, Region Replication, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-tidb-telemetry.md): Collect TiDB metrics with the OpenTelemetry Collector's Prometheus receiver. Monitor store liveness, region replication, the TSO clock, and MySQL-w...
- [Tomcat OpenTelemetry Monitoring - Request Rates, Thread Pools, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-tomcat-telemetry.md): Collect Apache Tomcat metrics with the OpenTelemetry JMX Scraper. Monitor request throughput, thread-pool saturation, and JVM heap, then ship to ba...
- [Traefik OpenTelemetry Monitoring - Request Rates, Edge Latency, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-traefik-telemetry.md): Collect Traefik metrics with the OpenTelemetry Collector. Monitor edge request rates, request-duration latency, and config-reload health, and ship ...
- [Varnish OpenTelemetry Monitoring - Cache Hit Ratio, Backend Health, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-varnish-telemetry.md): Collect Varnish metrics with the OpenTelemetry Collector. Monitor cache hit ratio, backend health, and thread-pool saturation, and ship to base14 S...
- [Vault OpenTelemetry Monitoring - Seal State, Token Lifecycle, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-vault-telemetry.md): Collect Vault metrics with the OpenTelemetry Collector. Monitor seal state, request latency, and storage barrier performance using the Prometheus r...
- [WildFly OpenTelemetry Monitoring - Undertow Requests, Datasource Pools, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-wildfly-telemetry.md): Collect WildFly metrics with the OpenTelemetry JMX Scraper. Monitor Undertow request throughput, datasource connection pools, and transaction activ...
- [YugabyteDB OpenTelemetry Monitoring - Tablet-Server Liveness, Clock Skew, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-yugabytedb-telemetry.md): Collect YugabyteDB metrics with the OpenTelemetry Collector's Prometheus receiver. Monitor tablet-server liveness, clock skew, re-replication, and ...
- [ZooKeeper OpenTelemetry Monitoring - Health, Request Latency, and Collector Setup
](https://docs.base14.io/instrument/component/collecting-zookeeper-telemetry.md): Collect ZooKeeper metrics with the OpenTelemetry Collector. Monitor the ruok health check, request latency, active connections, and znode counts, a...
- [AWS Amazon MQ Monitoring - ActiveMQ & RabbitMQ Metrics via CloudWatch](https://docs.base14.io/instrument/infra/aws/collecting-aws-amazon-mq-telemetry.md): Monitor AWS Amazon MQ RabbitMQ and ActiveMQ with CloudWatch Metrics Stream and OpenTelemetry. Collect message queue metrics, broker stats, and logs...
- [AWS VPC Flow Logs to OpenTelemetry](https://docs.base14.io/instrument/infra/aws/send-aws-vpc-flow-logs.md): Send AWS VPC Flow Logs to OpenTelemetry using S3 and Lambda. Complete guide for VPC monitoring with automated log processing and OTLP export.
- [Query AWS CloudWatch in base14 Scout with the CloudWatch Datasource](https://docs.base14.io/instrument/infra/aws/cloudwatch-metrics/querying-aws-cloudwatch-metrics-datasource.md): Query AWS CloudWatch metrics directly from base14 Scout using the CloudWatch datasource. No ingestion, no storage - dashboards render CloudWatch da...
- [CloudWatch Metrics to the OpenTelemetry Collector via Kinesis Firehose](https://docs.base14.io/instrument/infra/aws/cloudwatch-metrics/collecting-aws-cloudwatch-metrics-firehose-receiver.md): Stream AWS CloudWatch metrics through Kinesis Firehose directly into the OpenTelemetry Collector's awsfirehosereceiver, then forward to base14 Scou...
- [CloudWatch Metric Streams to OpenTelemetry - Complete Setup Guide](https://docs.base14.io/instrument/infra/aws/cloudwatch-metrics/collecting-aws-cloudwatch-metrics-firehose-s3-lambda.md): Stream AWS CloudWatch metrics via Amazon Data Firehose, S3, and a Lambda forwarder to base14 Scout over OTLP. Complete low-latency setup guide.
- [AWS CloudWatch Metrics via the Prometheus CloudWatch Exporter](https://docs.base14.io/instrument/infra/aws/cloudwatch-metrics/collecting-aws-cloudwatch-metrics-prometheus-exporter.md): Pull AWS CloudWatch metrics with the Prometheus CloudWatch exporter, scrape it with the OpenTelemetry Collector, and forward to base14 Scout over O...
- [AWS CloudWatch to base14 Scout - Push and Pull Approaches Compared](https://docs.base14.io/instrument/infra/aws/cloudwatch-metrics/aws-cloudwatch-overview.md): Four ways to get AWS CloudWatch metrics into base14 Scout - Kinesis Firehose to the OTel Collector, Firehose to S3 to Lambda, the Prometheus CloudW...
- [AWS ElastiCache Monitoring with OpenTelemetry - Redis & Memcached Metrics](https://docs.base14.io/instrument/infra/aws/collecting-aws-elasticache-telemetry.md): Monitor AWS ElastiCache Redis and Memcached with OpenTelemetry and CloudWatch Metrics Stream. Track cache hit rates, evictions, memory, latency, an...
- [AWS ALB Monitoring with OpenTelemetry - Application Load Balancer Metrics](https://docs.base14.io/instrument/infra/aws/collecting-aws-elb-telemetry.md): Stream AWS Application Load Balancer metrics via CloudWatch Metrics Stream. Monitor request rates, response times, and target health with OpenTelem...
- [AWS Monitoring with base14 Scout - Metrics, Logs, and Traces](https://docs.base14.io/instrument/infra/aws-monitoring-overview.md): Send AWS telemetry to base14 Scout with OpenTelemetry. CloudWatch metrics ingestion, per-service guides for RDS, ALB, ElastiCache, and Amazon MQ, L...
- [AWS Lambda OpenTelemetry Instrumentation - Traces, Metrics & Logs](https://docs.base14.io/instrument/infra/aws/lambda.md): AWS Lambda OpenTelemetry instrumentation for traces, metrics, and logs. Auto-instrument with Lambda layers and the Scout Collector.
- [AWS RDS PostgreSQL Monitoring with OpenTelemetry - Metrics, Logs & Alerts](https://docs.base14.io/instrument/infra/aws/collecting-aws-rds-postgres-telemetry.md): Monitor AWS RDS PostgreSQL with OpenTelemetry and CloudWatch Metrics Stream. Collect connections, replication lag, IOPS, and query performance data...
- [Azure Kubernetes Service Monitoring with OpenTelemetry Helm Releases](https://docs.base14.io/instrument/infra/azure/collecting-azure-aks-telemetry-with-helm.md): Collect AKS pod, container, node, and cluster-state metrics with the OpenTelemetry Collector and ship them to base14 Scout. Vendor-neutral alternat...
- [Azure Kubernetes Service Monitoring with OpenTelemetry Operator](https://docs.base14.io/instrument/infra/azure/collecting-azure-aks-telemetry.md): Deploy operator-managed OpenTelemetry collectors on AKS - DaemonSet (kubeletstats + hostmetrics), cluster Deployment (k8s_cluster + prometheus scra...
- [Azure API Management Monitoring with OpenTelemetry - Gateway Latency, Request Counts, and Backend Health](https://docs.base14.io/instrument/infra/azure/collecting-azure-api-management-telemetry.md): Wire Azure API Management metrics into your existing OpenTelemetry Collector and ship to base14 Scout. Covers tier choice (Consumption to Premium v...
- [Azure App Service Monitoring with OpenTelemetry - Requests, Health Checks & HTTP Logs](https://docs.base14.io/instrument/infra/azure/collecting-azure-app-service-telemetry.md): Azure App Service observability with OpenTelemetry — control-plane metrics via azure_monitor and HTTP / Platform logs via azure_event_hub receivers.
- [Azure Application Gateway Monitoring with OpenTelemetry - Production Wiring for SREs](https://docs.base14.io/instrument/infra/azure/collecting-azure-application-gateway-telemetry.md): Add Azure Application Gateway Standard_v2 metrics to your existing OpenTelemetry Collector and ship them to base14 Scout. Production-shaped guidanc...
- [Azure Firewall Monitoring with OpenTelemetry](https://docs.base14.io/instrument/infra/azure/collecting-azure-firewall-telemetry.md): Wire Azure Firewall (Standard SKU) metrics into your existing OpenTelemetry Collector and ship to base14 Scout. Covers rule-hit metrics, throughput...
- [Azure Cache for Redis Monitoring with OpenTelemetry - Hit Rate, Memory Pressure, and Connection Saturation](https://docs.base14.io/instrument/infra/azure/collecting-azure-cache-for-redis-telemetry.md): Wire Azure Cache for Redis metrics into your existing OpenTelemetry Collector and ship to base14 Scout. Covers tier choice (Basic to Enterprise), h...
- [Azure Compute Monitoring with OpenTelemetry - VMs, VM Scale Sets, and Managed Disks](https://docs.base14.io/instrument/infra/azure/collecting-azure-compute-telemetry.md): Wire Azure VM, Virtual Machine Scale Set, and Managed Disk telemetry into your existing OpenTelemetry Collector and ship to base14 Scout. Covers Pe...
- [Azure Container Registry Monitoring with OpenTelemetry - Pull/Push Metrics and Audit Logs](https://docs.base14.io/instrument/infra/azure/collecting-azure-container-registry-telemetry.md): Wire Azure Container Registry pull, push, and ACR Tasks telemetry into your existing OpenTelemetry Collector and ship it to base14 Scout. Covers th...
- [Azure Cosmos DB Monitoring with OpenTelemetry - Request Unit (RU) Consumption & Latency](https://docs.base14.io/instrument/infra/azure/collecting-azure-cosmosdb-telemetry.md): Monitor Azure Cosmos DB (SQL / NoSQL API) with the OpenTelemetry Collector's azure_monitor receiver. Stream Total Requests, Request Units, server-s...
- [Azure Database for MySQL Monitoring with OpenTelemetry - Platform Metrics, In-Database, and Resource Logs](https://docs.base14.io/instrument/infra/azure/collecting-azure-database-for-mysql-telemetry.md): Azure Database for MySQL Flexible Server observability with OpenTelemetry - platform metrics via azure_monitor, in-database scrape via mysqlreceive...
- [Azure Database for PostgreSQL Monitoring with OpenTelemetry - Platform Metrics, In-Database, and Resource Logs](https://docs.base14.io/instrument/infra/azure/collecting-azure-database-for-postgresql-telemetry.md): Azure Database for PostgreSQL Flexible Server observability with OpenTelemetry — platform metrics via azure_monitor, in-database scrape via postgre...
- [Azure Event Hubs Monitoring with OpenTelemetry - Throughput, Connections, and Capture](https://docs.base14.io/instrument/infra/azure/collecting-azure-event-hubs-telemetry.md): Wire Azure Event Hubs metrics into your existing OpenTelemetry Collector and ship to base14 Scout. Covers receiver config, managed-identity auth, t...
- [Azure Front Door Monitoring with OpenTelemetry - Production Wiring for SREs](https://docs.base14.io/instrument/infra/azure/collecting-azure-front-door-telemetry.md): Add Azure Front Door Standard metrics to your existing OpenTelemetry Collector and ship them to base14 Scout. Production-shaped guidance on receive...
- [Azure Key Vault Monitoring with OpenTelemetry - API Latency, Throttling Saturation, and Per-Secret Audit Forensics](https://docs.base14.io/instrument/infra/azure/collecting-azure-key-vault-telemetry.md): Wire Azure Key Vault metrics and audit logs into your existing OpenTelemetry Collector and ship to base14 Scout. Covers Standard versus Premium tie...
- [Azure Load Balancer Monitoring with OpenTelemetry](https://docs.base14.io/instrument/infra/azure/collecting-azure-load-balancer-telemetry.md): Wire Azure Load Balancer (Standard SKU) metrics into your existing OpenTelemetry Collector and ship to base14 Scout. Covers VipAvailability, DipAva...
- [Azure Logic Apps Monitoring with OpenTelemetry - Run Health, Billable Executions & Workflow Logs](https://docs.base14.io/instrument/infra/azure/collecting-azure-logic-apps-telemetry.md): Azure Logic Apps (Consumption) observability with OpenTelemetry - run / action / trigger lifecycle and billable-execution metrics via azure_monitor...
- [Azure Network Primitives Monitoring with OpenTelemetry - Public IPs, NICs, NAT Gateways, and Private Endpoints](https://docs.base14.io/instrument/infra/azure/collecting-azure-network-primitives-telemetry.md): Wire Azure Public IP, Network Interface, NAT Gateway, and Private Endpoint telemetry into your existing OpenTelemetry Collector and ship it to base...
- [Azure Monitoring with OpenTelemetry - Architecture for base14 Scout](https://docs.base14.io/instrument/infra/azure/azure-monitoring-overview.md): How base14 Scout consumes Azure Monitor metrics and resource logs through the OpenTelemetry Collector. Metrics pull plus Event Hubs push, Workload ...
- [Azure Service Bus Monitoring with OpenTelemetry - Production Wiring for SREs](https://docs.base14.io/instrument/infra/azure/collecting-azure-service-bus-telemetry.md): Wire Azure Service Bus metrics into your existing OpenTelemetry Collector and ship to base14 Scout. Production-shaped guidance on receiver config, ...
- [Azure SQL Database Monitoring with OpenTelemetry - Database Transaction Unit (DTU), Connections & Deadlocks](https://docs.base14.io/instrument/infra/azure/collecting-azure-sql-database-telemetry.md): Monitor Azure SQL Database (managed Platform-as-a-Service) with the OpenTelemetry Collector's azure_monitor receiver. Database Transaction Unit (DT...
- [Azure Storage Monitoring with OpenTelemetry - Multi-Service Wiring for SREs](https://docs.base14.io/instrument/infra/azure/collecting-azure-storage-telemetry.md): Wire Azure Storage metrics (Blob, Queue, Table, File) into your existing OpenTelemetry Collector and ship to base14 Scout. Production-shaped guidan...
- [Sending Google Cloud Logging Logs to Scout via Pub/Sub and OpenTelemetry](https://docs.base14.io/instrument/infra/gcp/gcp-cloud-logging-to-scout.md): Stream Google Cloud Logging logs to base14 Scout using Pub/Sub and the OpenTelemetry googlecloudpubsub receiver. Covers Log Router sinks, service a...
- [Edge Collector Patterns for IoT with OpenTelemetry](https://docs.base14.io/instrument/iot/edge-collector-patterns.md): Store-and-forward, downsampling, priority routing, and battery-aware filtering at the edge with the OpenTelemetry Collector, so intermittent IoT si...
- [ESP32 Firmware to OpenTelemetry](https://docs.base14.io/instrument/iot/esp32.md): Instrument an ESP32 with OpenTelemetry when there is no C SDK. Emit a compact SME-v1 JSON envelope over MQTT, bridge it to OTLP, and ship device me...
- [IoT & Edge Observability with OpenTelemetry](https://docs.base14.io/instrument/iot.md): Instrument IoT devices and edge fleets with OpenTelemetry. Trace context over MQTT, edge store-and-forward, OPC-UA and Sparkplug B bridges, and con...
- [MQTT Trace Context Propagation with OpenTelemetry](https://docs.base14.io/instrument/iot/mqtt-trace-propagation.md): Propagate W3C trace context across an MQTT 5 broker using user properties so a producer, consumer, and downstream service appear as one distributed...
- [OPC-UA to OpenTelemetry Bridge](https://docs.base14.io/instrument/iot/opcua.md): Bridge an OPC-UA server to OpenTelemetry. Subscribe to nodes, map them to OTLP metrics with industrial asset attributes, emit fault logs and sessio...
- [Sparkplug B to OpenTelemetry Decoder](https://docs.base14.io/instrument/iot/sparkplug.md): Decode Sparkplug B MQTT payloads into OpenTelemetry. Resolve metric aliases from BIRTH, track edge-node and device lifecycle, and ship OTLP metrics...
- [Android Instrumentation - Native Kotlin RUM with scout-android](https://docs.base14.io/instrument/mobile/android.md): Android OpenTelemetry RUM for native Kotlin/Java apps with the scout-android SDK. Captures taps, screens, crashes, ANR, HTTP, and frame metrics as ...
- [Flutter RUM with Flutterific OpenTelemetry](https://docs.base14.io/instrument/mobile/flutter-rum-flutterific.md): Flutter Real User Monitoring with flutterrific_opentelemetry. Auto-track sessions, jank, ANR, screen load times, and errors via OTLP.
- [Flutter Instrumentation - Mobile + Web RUM with scout_flutter](https://docs.base14.io/instrument/mobile/flutter.md): Flutter OpenTelemetry RUM for iOS, Android, and web with the scout_flutter SDK. Captures taps, navigation, crashes, HTTP, and frame metrics as traces.
- [Hybrid Instrumentation - Native + Flutter RUM in one session](https://docs.base14.io/instrument/mobile/hybrid.md): Instrument add-to-app hybrids, a native Android/iOS app embedding Flutter, with Scout so native and Flutter OpenTelemetry RUM stitch into one sessi...
- [iOS Instrumentation - Native Swift RUM with scout-ios](https://docs.base14.io/instrument/mobile/ios.md): iOS OpenTelemetry RUM for native Swift/SwiftUI apps with the Scout SDK. Captures taps, screens, KSCrash native crashes, app hangs, HTTP, and frame ...
- [Kotlin Multiplatform Instrumentation - RUM with scout-kmp](https://docs.base14.io/instrument/mobile/kotlin-multiplatform.md): Kotlin Multiplatform OpenTelemetry RUM with the scout-kmp SDK. One commonMain initialize() call instruments Android and iOS with taps, screens, cra...
- [React Native + React Web Instrumentation - Mobile + Browser RUM](https://docs.base14.io/instrument/mobile/react-native.md): Auto-instrument React Native (iOS + Android) and React (browser) apps with the `@base-14/scout-react` SDK. Captures taps, navigation, errors, nativ...
- [Sending RUM Data to base14 - OpenTelemetry Integration Guide](https://docs.base14.io/instrument/mobile/rum-opentelemetry.md): Data-model reference for sending mobile RUM telemetry to base14 Scout over OTLP. Documents every span name, its resource and span attributes, units...
- [OpenTelemetry-Native Observability Platform](https://docs.base14.io/docs.md): Cloud-native observability with OpenTelemetry. Collect traces, metrics, and logs with automated instrumentation. Get started in 5 minutes with Scout.
- [Observe](https://docs.base14.io/observe.md): Explore your telemetry data with Scout's observability tools. Analyze traces, query logs, and visualize metrics across your entire stack.
- [Scout Dashboards and Alerts as Code with Grizzly](https://docs.base14.io/operate/dashboards-and-alerts.md): Manage Grafana dashboards and alerts as code using Grizzly. Automate deployment, version control, and CI/CD integration for observability configs.
- [Debugging OpenTelemetry Pipelines](https://docs.base14.io/operate/debugging-otel-pipelines.md): Systematic guide to debugging OpenTelemetry Collector pipelines. Use built-in diagnostic tools, internal metrics, and common failure pattern resolu...
- [Extracting Fields from a Log Body](https://docs.base14.io/operate/filters-and-transformations/extract-fields-from-log-body.md): Learn how to extract structured data from a log body and set it as log attributes using OTTL's ExtractPatterns function in the Scout Collector.
- [Extracting Log Level from Log Body](https://docs.base14.io/operate/filters-and-transformations/extracting-log-level-from-body.md): Extract log severity levels from log body using OpenTelemetry transform processor. Parse and categorize DEBUG, INFO, WARN, ERROR, and FATAL levels ...
- [Filtering Logs Using Regex and Attribute-Based Conditions](https://docs.base14.io/operate/filters-and-transformations/filtering-logs-based-on-regex-and-attributes.md): Filter logs using regex patterns and JSON attribute conditions in OpenTelemetry pipelines. Drop or keep logs based on pattern matching and structur...
- [Filtering pgX Metrics at the Collector Level](https://docs.base14.io/operate/filters-and-transformations/filtering-pgx-metrics.md): Filter and drop pgX PostgreSQL metrics at the OpenTelemetry collector level using the filter processor. Drop metrics by name, attributes, or regex ...
- [OTTL Functions Reference — Editors, Converters & Examples](https://docs.base14.io/operate/filters-and-transformations/ottl-functions-reference.md): Every OTTL function in one page - editors, converters, contexts, where clauses, and copy-paste OpenTelemetry Collector YAML examples.
- [Transforming Spans Using OTTL Functions](https://docs.base14.io/operate/filters-and-transformations/transforming-spans-with-ottl.md): Use OTTL (OpenTelemetry Transformation Language) to modify span data in the Scout Collector. Transform span names, manipulate attributes, redact se...
- [Extracting TraceId and SpanId from JSON Log Body](https://docs.base14.io/operate/filters-and-transformations/extracting-trace-id-and-span-id-from-log-body.md): Extract trace and span IDs from JSON log body using OpenTelemetry transform processor. Enable distributed tracing correlation in Scout with log-to-...
- [logX](https://docs.base14.io/operate/logx.md): Explore and analyze OpenTelemetry logs with logX. Search, filter, and correlate logs with traces for complete observability.
- [pgX Configuration Reference](https://docs.base14.io/operate/pgx/configuration.md): Complete pgX configuration reference for Base14 Scout. Configure data sources, environments, RDS settings, and access control for PostgreSQL monito...
- [PostgreSQL Connection Monitoring](https://docs.base14.io/operate/pgx/connections.md): Monitor PostgreSQL connections with pgX in Base14 Scout. Track pool utilization, identify connection leaks, and optimize connection management.
- [PostgreSQL Locks & Waits](https://docs.base14.io/operate/pgx/locks-waits.md): Analyze PostgreSQL concurrency with pgX in Base14 Scout. Detect deadlocks, identify blocking sessions, and troubleshoot wait events.
- [PostgreSQL Vacuum & Maintenance](https://docs.base14.io/operate/pgx/maintenance.md): Monitor PostgreSQL maintenance operations with pgX in Base14 Scout. Track vacuum status, dead tuples, bloat levels, and freeze age.
- [PostgreSQL Metrics Reference](https://docs.base14.io/operate/pgx/metrics.md): Complete pgX metrics reference for Base14 Scout. All PostgreSQL metrics including connections, replication, queries, locks, tables, indexes, and more.
- [PostgreSQL Monitoring Overview](https://docs.base14.io/operate/pgx/overview.md): Monitor PostgreSQL cluster health with pgX Overview tab in Base14 Scout. Track connections, response times, cache hit ratios, and replication topol...
- [PostgreSQL Query Performance](https://docs.base14.io/operate/pgx/performance.md): Analyze PostgreSQL query and transaction performance with pgX in Base14 Scout. Identify slow queries, analyze execution patterns, and optimize work...
- [PostgreSQL Query Analysis](https://docs.base14.io/operate/pgx/queries.md): Deep PostgreSQL query analysis with pgX in Base14 Scout. Filter by database, user, and query type. Visualize performance with heatmaps and drill-down.
- [pgX Quick Start - PostgreSQL Monitoring](https://docs.base14.io/operate/pgx/quickstart.md): Get started with pgX, the advanced PostgreSQL monitoring Grafana app in Base14 Scout. Monitor query performance, replication, connections, and more.
- [PostgreSQL Replication Monitoring](https://docs.base14.io/operate/pgx/replication.md): Monitor PostgreSQL streaming replication with pgX in Base14 Scout. Track replication lag, standby health, WAL generation, and troubleshoot issues.
- [PostgreSQL Resource Usage](https://docs.base14.io/operate/pgx/resources.md): Monitor cloud infrastructure metrics for PostgreSQL with pgX in Base14 Scout. Track CPU, memory, disk I/O, and network for AWS RDS deployments.
- [PostgreSQL Tables & Indexes](https://docs.base14.io/operate/pgx/tables-indexes.md): Monitor PostgreSQL table and index health with pgX in Base14 Scout. Track bloat, cache hit ratios, vacuum status, and optimization opportunities.
- [Provision Users from Microsoft Entra ID](https://docs.base14.io/operate/provision-users-entra-scim.md): Automatically create, update, and disable Scout Console users from your Microsoft Entra ID directory using SCIM provisioning.
- [Recommended Scout Collector Configuration](https://docs.base14.io/operate/recommended-collector-configuration.md): Configure Scout Collector for optimal reliability. Learn essential settings for compression, batching, retries, and memory management to ensure rel...
- [RUM ANR](https://docs.base14.io/operate/rum/anr.md): Detect Application Not Responding (ANR) events in your Flutter apps with RUM in base14 Scout. Group frozen-UI events by screen and analyze thread s...
- [RUM Crashes](https://docs.base14.io/operate/rum/crashes.md): Investigate mobile app crashes with RUM in base14 Scout. Group crashes, view symbolicated stack traces and translated crash reports, and see affect...
- [RUM Errors](https://docs.base14.io/operate/rum/errors.md): Track non-fatal errors in your Flutter apps with RUM in base14 Scout. Group and rank errors by occurrence, inspect stack traces and breadcrumbs, an...
- [Getting Started with RUM](https://docs.base14.io/operate/rum/getting-started.md): What RUM is in base14 Scout and how to navigate it. Select a mobile application, set a time range, and use the filters sidebar shared by every RUM ...
- [RUM Network](https://docs.base14.io/operate/rum/network.md): Analyze API and network performance from the mobile client's perspective with RUM in base14 Scout. Track response times, error rates, and failed re...
- [RUM Overview](https://docs.base14.io/operate/rum/overview.md): Read the RUM Overview tab in base14 Scout, the health dashboard for one mobile app. Track crash-free rate, sessions, active users, cold and warm st...
- [RUM Screens](https://docs.base14.io/operate/rum/screens.md): Measure per-screen performance in your Flutter apps with RUM in base14 Scout. Track load times, frame rendering, memory and CPU usage, jank, and cr...
- [RUM Sessions](https://docs.base14.io/operate/rum/sessions.md): Inspect individual user sessions with RUM in base14 Scout. Review session and device details, and a chronological event timeline of screen views, t...
- [RUM Users](https://docs.base14.io/operate/rum/users.md): Explore identified users and their activity with RUM in base14 Scout. View per-user sessions, errors, devices, screen performance, and session hist...
- [traceX](https://docs.base14.io/operate/tracex.md): Explore and analyze OpenTelemetry traces with traceX in Base14 Scout. Visualize distributed traces, service flows, and latency patterns.
- [User Management and Access Control](https://docs.base14.io/operate/user-management.md): Complete guide to Scout Console role-based access control (RBAC), user management, organization settings, and account configuration.
- [Scout CLI](https://docs.base14.io/scout-cli.md): Scout CLI is a command-line tool for querying observability data from the Scout platform and managing OpenTelemetry Collector configurations offline.
- [Installation](https://docs.base14.io/scout-cli/installation.md): Install the Scout CLI on macOS or Linux via Homebrew.
- [scout config init](https://docs.base14.io/scout-cli/otel-config/config-init.md): Generate a production-ready OpenTelemetry Collector configuration file using an interactive wizard. Supports Prometheus endpoint discovery, signal ...
- [scout config test](https://docs.base14.io/scout-cli/otel-config/config-test.md): Live-test an OpenTelemetry Collector configuration by spawning a collector, injecting debug components, and sending OTLP probes to verify each pipe...
- [scout config validate](https://docs.base14.io/scout-cli/otel-config/config-validate.md): Validate an OpenTelemetry Collector YAML configuration file offline. Checks YAML syntax, component registry, pipeline references, and best practices.
- [Environment Variables](https://docs.base14.io/scout-cli/reference/environment-variables.md): Environment variables for configuring the Scout CLI. Override authentication endpoints, API URLs, and output behavior.
- [Global Flags](https://docs.base14.io/scout-cli/reference/global-flags.md): Global flags available on every Scout CLI command. Enable verbose logging or override the active account context.
- [scout alerts](https://docs.base14.io/scout-cli/scout-access/alerts.md): Query alert history from the Scout platform. Filter by time range, tags, and dashboard.
- [scout artifacts upload](https://docs.base14.io/scout-cli/scout-access/artifacts.md): Upload debug artifacts — dSYM, Dart symbols, NDK symbols, ProGuard mappings, and source maps — so Scout can symbolicate crash reports back to source.
- [scout context](https://docs.base14.io/scout-cli/scout-access/context.md): Manage multiple Scout account contexts. Switch between organizations, view context details, and configure API endpoints.
- [scout login](https://docs.base14.io/scout-cli/scout-access/login.md): Authenticate with the Scout platform using OAuth2. Opens a browser for PKCE authentication and stores credentials locally.
- [scout logout](https://docs.base14.io/scout-cli/scout-access/logout.md): Remove stored Scout credentials for one or all accounts. Optionally revokes the authentication session.
- [scout logs](https://docs.base14.io/scout-cli/scout-access/logs.md): Query service logs from the Scout platform. Filter by severity, body text, attributes, trace ID, and time range.
- [scout metrics](https://docs.base14.io/scout-cli/scout-access/metrics.md): Query service metrics from the Scout platform. Filter by metric type and name. View metric names, types, descriptions, and activity timestamps.
- [scout service-map](https://docs.base14.io/scout-cli/scout-access/service-map.md): Visualize service topology and dependencies from the Scout platform. View service-to-service communication patterns in the terminal or as JSON.
- [scout status](https://docs.base14.io/scout-cli/scout-access/status.md): Display login status and token validity for all configured Scout accounts. Optionally verify tokens with a live API call.
- [scout traces](https://docs.base14.io/scout-cli/scout-access/traces.md): Query distributed traces from the Scout platform. Filter by span name, status code, attributes, and time range. Drill into individual traces by ID.
- [TUI Mode](https://docs.base14.io/scout-cli/scout-access/tui.md): Launch the Scout interactive terminal dashboard. View service health, alerts, dependencies, and logs in a real-time terminal UI.
- [MCP Client Setup](https://docs.base14.io/scout-mcp/setup.md): Connect your coding agent to Scout using the Model Context Protocol (MCP). Supported clients include Claude Code, Claude Desktop, and Gemini CLI.
- [Usage Guide](https://docs.base14.io/scout-mcp/usage-guide.md): Query traces, logs, metrics, service topology, and alerts through your AI assistant using Scout MCP.
- [Observability Theatre](https://docs.base14.io/blog/observability-theatre.md): Tool sprawl, dead dashboards, alert fatigue—signs your observability investment isn't delivering. Learn why treating observability as infrastructur...
- [Why Unified Observability Matters for Growing Engineering Teams](https://docs.base14.io/blog/unified-observability.md): Stop context-switching between monitoring tools. Unified observability reduces MTTR by 50-60% and cuts alert noise by 90%.
- [Understanding What Increases and Reduces MTTR](https://docs.base14.io/blog/factors-influencing-mttr.md): Tool fragmentation, alert noise, and tribal knowledge slow recovery. Learn what disciplined, observable teams do differently to reduce Mean Time to...
- [base14 Product Engineering Principles](https://docs.base14.io/blog/base14-product-engineering-principles.md): Craftsmanship, ownership, collaboration, and frugal innovation—the principles that guide how we build at Base14. Everyone ships, everyone supports ...
- [Making Certificate Expiry Boring](https://docs.base14.io/blog/make-certificate-expiry-boring.md): Certificate expiry outages are preventable. Learn how to detect, automate, and rotate TLS certificates across Kubernetes, VMs, and cloud environmen...
- [The Cloud-Native Foundation Layer: A Portable, Vendor-Neutral Base for Modern Systems](https://docs.base14.io/blog/cloud-native-foundation-layer.md): Avoid cloud lock-in with a portable foundation layer. Use composable infrastructure, open protocols, and unified observability to stay free across ...
- [Reducing Bus Factor in Observability Using AI](https://docs.base14.io/blog/reducing-bus-factor-in-observability.md): Stop relying on tribal knowledge for incident diagnosis. Build a Living Knowledge Base with graph databases and LLMs to democratize root cause anal...
- [Introducing pgX: Bridging the Gap Between Database and Application Monitoring for PostgreSQL](https://docs.base14.io/blog/introducing-pgx.md): pgX unifies PostgreSQL monitoring with application observability. Correlate database metrics with traces, logs, and infrastructure in one platform.
- [pgX: Comprehensive PostgreSQL Monitoring at Scale](https://docs.base14.io/blog/pgx-details.md): Go beyond pg_stat_statements. Monitor 9 PostgreSQL domains: connections, replication, locks, tables, indexes, vacuum, performance, and topology.
- [Effective War Room Management - Incident Response Playbook](https://docs.base14.io/blog/effective-warroom-management.md): Battle-tested incident war room practices: clear roles, shared visibility, engineering pairing, and post-incident processes.
- [Evaluating Database Monitoring Solutions: A Framework for Engineering Leaders](https://docs.base14.io/blog/evaluating-database-monitoring-solutions.md): Fragmented database monitoring costs more than invoices show. A framework for evaluating PostgreSQL monitoring based on data unification.
- [Live Metric Registry: find and understand observability metrics across your stack](https://docs.base14.io/blog/metric-registry.md): Search 3,700+ observability metrics from OpenTelemetry, Prometheus, and Kubernetes. Live registry extracted from source code, updated nightly.
- [The Multi-Cloud Design: Engineering your code for Portability](https://docs.base14.io/blog/multi-cloud-design.md): Avoid cloud vendor lock-in by decoupling business logic from proprietary SDKs. Learn how the adapter pattern (hexagonal architecture) and GitOps en...
- [GitHub Actions Observability with Scout](https://docs.base14.io/blog/github-actions-observability.md): Export GitHub Actions workflows as OpenTelemetry traces to Scout. Identify slow steps, track failure patterns, and gain full visibility into your C...
- [Production-Ready OpenTelemetry: Configure, Harden, and Debug Your Collector](https://docs.base14.io/blog/production-ready-otel-collector.md): A practical guide to taking the OpenTelemetry Collector from default settings to production-grade. Covers hardening, self-monitoring, failure diagn...
- [Zero-Code Instrumentation for Go with eBPF and OpenTelemetry](https://docs.base14.io/blog/ebpf-instrumentation-go.md): How eBPF enables automatic distributed tracing for Go applications without code changes. Covers OpenTelemetry OBI, supported libraries, Kubernetes ...
- [Building for AI Agents - Observability Patterns](https://docs.base14.io/blog/building-for-agents.md): Designing products for a user that is fast, literal, stateless, and has no eyes. Lessons from building agents that rely on third-party tools.
- [Flutter Mobile Observability with OpenTelemetry](https://docs.base14.io/blog/flutter-mobile-observability.md): Two approaches to instrumenting Flutter apps with OpenTelemetry, automatic RUM with Flutterific and direct SDK control, and how to choose between t...
- [Coding Agent Observability - Monitor AI Coding Assistants](https://docs.base14.io/blog/coding-agent-observability.md): Claude Code, Codex CLI, and Gemini CLI all emit OpenTelemetry signals. Here is what each agent reports, what we learned running telemetry across fi...
- [Kubernetes Scheduling: Observing Silent Failures](https://docs.base14.io/blog/kubernetes-scheduling-observing-silent-failures.md): A Pending Pod means Kubernetes accepts your workload but can't run it. Wire up OTel Collector receivers, alert on FailedScheduling events, and catc...
- [Scout MCP: Query Your Observability Data Through AI Assistants](https://docs.base14.io/blog/scout-mcp.md): Scout exposes an MCP endpoint. Connect Claude Code, Claude Desktop, or Gemini CLI and query traces, logs, metrics, service topology, and alerts in ...
- [LLM Prompt Lifecycle: From Observability to Optimization](https://docs.base14.io/blog/llm-prompt-lifecycle.md): Most teams monitor their LLMs or manage their prompts. Almost none do both in a closed loop. Here's how to connect observability to prompt manageme...
- [Instrumenting Google Apps Script with OpenTelemetry](https://docs.base14.io/blog/instrumenting-google-apps-script-opentelemetry.md): Google Apps Script has no native observability. Here's how we built a lightweight OTLP SDK to export traces, logs, and metrics from serverless Apps...
- [Stop Deploying Broken OTel Configs: Validate & Test Before You Ship](https://docs.base14.io/blog/stop-deploying-broken-otel-configs.md): OpenTelemetry Collector configs are plain YAML with no schema enforcement. Typos, missing references, and insecure patterns silently break telemetr...
- [Build Business Dashboards from Your Database Without Writing a Custom Exporter
](https://docs.base14.io/blog/build-business-dashboards-sql-exporter.md): Use sql_exporter to turn any SQL query into a Prometheus metric and build business dashboards from your existing database.
- [Android Mobile Observability with OpenTelemetry](https://docs.base14.io/blog/android-mobile-observability-opentelemetry.md): A deep walkthrough of the OpenTelemetry Android Agent: the production failure modes it catches (ANRs, jank, crashes, network, cold start, funnels),...