Production-ready examples for integrating OpenTelemetry with Base14 Scout observability platform.

Navigate to the framework directory that matches your stack:

# Node.js
cd nodejs/express5-postgres              # Express 5 + PostgreSQL + BullMQ
cd nodejs/nestjs-postgres                # NestJS + PostgreSQL + BullMQ

# Python
cd python/django-postgres                # Django + PostgreSQL + Celery
cd python/flask-postgres                 # Flask + PostgreSQL + Celery

# Go
cd go/echo-postgres                      # Echo + GORM + Asynq
cd go/fiber-postgres                     # Fiber + sqlx + River

# Java
cd java/quarkus-postgres                 # Quarkus + PostgreSQL

Each example includes:

• Prerequisites and setup instructions
• OpenTelemetry configuration
• Docker Compose setup for local development
• API endpoints and usage examples
• Troubleshooting guides

All examples require an OpenTelemetry Collector endpoint. See the Collector Setup Guide for configuration options.

All examples demonstrate:

• ✅ Distributed Tracing - Request flows across services
• ✅ Metrics Collection - Application and infrastructure metrics
• ✅ Structured Logging - Correlated logs with trace context
• ✅ Resource Attributes - Service identification and metadata

Modern Express REST API with TypeScript, WebSocket support, and background job processing with BullMQ. Demonstrates comprehensive auto-instrumentation and trace propagation across HTTP → Queue → Worker flows.

View README →

Enterprise-grade architecture with dependency injection, background jobs, and WebSocket gateway. Full OpenTelemetry integration including queue depth metrics and distributed tracing.

View README →

Modern Next.js 16 REST API with App Router, MongoDB, and BullMQ background jobs. Demonstrates auto-instrumentation with Turbopack and trace propagation across HTTP → Queue → Worker flows.

View README →

Django LTS framework with Celery background tasks and PII masking at collector level. Comprehensive auto-instrumentation showing distributed tracing across app and worker processes.

View README →

Demonstrates GORM ORM with service layer pattern, Asynq job queue, and type-safe database operations with auto-migrations. View README →

Shows repository pattern with raw SQL via sqlx, River PostgreSQL-native job queue (no Redis), and fine-grained SQL control for performance optimization. View README →

Demonstrates Temporal workflow orchestration with microservice workers for order fulfillment. Features fraud detection, inventory management, payment processing, and configurable failure simulation for testing.

View README →

High-performance Fastify 5 REST API with TypeScript, Drizzle ORM for type-safe SQL, and BullMQ background jobs. Demonstrates Pino structured logging and full trace propagation across HTTP → Queue → Worker flows.

View README →

Supersonic startup times with native compilation support, built-in OpenTelemetry extension, and production-ready synchronous REST API pattern. View README →

Async Rust web API with Axum, SQLx, and a PostgreSQL-native job queue using SKIP LOCKED. Full OpenTelemetry instrumentation with custom business metric spans and trace context propagation to background jobs.

View README →

.NET 9 Minimal APIs with Entity Framework Core, Azure SQL Edge, and built-in rate limiting. SQL Server-native job queue with READPAST pattern and comprehensive OpenTelemetry instrumentation.

View README →

Each framework example should follow this structure:

framework-name/
├── README.md              # Setup instructions, prerequisites, troubleshooting
├── compose.yaml           # Docker Compose for local development
├── Dockerfile             # Container configuration
├── config/
│   └── otel-config.yml   # OpenTelemetry Collector config (if needed)
└── src/                  # Application source code

Include in your README:

• Quick start guide with Docker commands
• Environment variables and configuration
• API endpoints or usage examples
• Link to Base14 App Instrumentation docs

• Scout Platform - Observability platform overview
• App Instrumentation - Framework-specific guides
• Collector Setup - OpenTelemetry Collector configuration

• OpenTelemetry Docs - Official documentation
• Language SDKs - Language-specific guides

See LICENSE for details.