# Practical ways to use the Claude Agent SDK 📊 Visualize all agent activity in Datadog, Grafana, or Langfuse with OpenTelemetry. OpenTelemetry Observability exports agent traces, metrics, and logs via OTLP to external monitoring tools. 📌 Title: Observability with OpenTelemetry 🔗 URL: 🧩 Overview Enable with `CLAUDE_CODE_ENABLE_TELEMETRY=1` to export traces, metrics, and logs via OTLP to Honeycomb, Datadog, Grafana, Langfuse, and more. W3C trace context propagation automatically links agent traces to your application traces. 🛠 How to use it ```bash export CLAUDE_CODE_ENABLE_TELEMETRY=1 export CLAUDE_CODE_ENHANCED_TELEMETRY_BETA=1 export OTEL_EXPORTER_OTLP_ENDPOINT=https://your-collector:4318 ``` 🏗 Practical usage - Monitor "which tools were called, how long each took, how many tokens were used, and where failures occurred" in a single Datadog dashboard. - Get `claude_code.interaction` / `llm_request` / `tool` / `hook` spans with enhanced telemetry to visualize entire sub-agent delegation chains in one trace. - Inject ` / ` via `OTEL_RESOURCE_ATTRIBUTES` to build per-user audit trails and forward to SIEM. 💡 Use cases 🔍 Detailed trace analysis of agent execution 👥 Per-user audit trails 🚨 Bottleneck identification during failures ⚠️ Watch out The `console` exporter conflicts with the SDK's message channel — don't use it. For short-lived processes, shorten `OTEL_*_EXPORT_INTERVAL` to prevent missed flushes. #ClaudeAgentSDK# #AI#

Coding agents log what happened, but not where the time and tokens went. Here's how to get real OpenTelemetry GenAI traces out of DeepSeek Harness, viewed in Jaeger or Langfuse. 🔗 #OpenTelemetry# #Observability# #OpenSource# #AI#

Claude Cowork is now generally available to all paid plans. For Enterprise, we are adding role-based access controls, group spend limits, usage analytics, and expanded OpenTelemetry to give admins what they need to deploy it across the org.

Me in 2012 instead of learning: DSA System Design AI / ML Generative AI LLMs AI Agents RAG Vector Databases Embeddings Fine-tuning Prompt Engineering MCP AI Coding Agents Python Java C C++ Go Rust JavaScript TypeScript HTML CSS React Next.js Vue Angular Node.js Express.js NestJS Spring Boot Django FastAPI REST APIs GraphQL WebSockets SQL PostgreSQL MySQL MongoDB Redis Elasticsearch Kafka RabbitMQ Docker Kubernetes Terraform AWS Azure GCP Linux Git GitHub CI/CD DevOps Microservices Serverless Cloud Cybersecurity Data Engineering Data Science MLOps Data Analytics Blockchain Web3 Smart Contracts Solidity Edge Computing Distributed Systems Observability Prometheus Grafana OpenTelemetry Supabase Firebase Vercel Cloudflare PostgreSQL + pgvector LangChain LlamaIndex PyTorch TensorFlow Hugging Face Ollama OpenAI APIs Claude APIs Gemini APIs Model Context Protocol AI Infrastructure GPU Computing CUDA