You cannot fix what you cannot see. This post walks through instrumenting a full LLM pipeline with OpenTelemetry in Node.js, Python, and C# — capturing every span from user request through retrieval, model call, tool execution, and response.
Tag: node.js
OpenClaw Complete Guide Part 8: Integrating OpenClaw with Your Development Stack
The final post in the OpenClaw series. Learn how to integrate OpenClaw directly into your Node.js and Azure development stack, wire it into CI/CD pipelines, build custom webhook integrations, and package your agent configuration for team deployment.
OpenClaw Complete Guide Part 7: Multi-Agent Workflows and Automation
Learn how to build multi-agent workflows in OpenClaw: running specialized agents in parallel, coordinating tasks between them, scheduling automation with cron jobs, and orchestrating complex pipelines. Part 7 of the complete OpenClaw developer series.
OpenClaw Complete Guide Part 5: Deploying OpenClaw on a VPS
A complete guide to deploying OpenClaw on a Linux VPS, configuring it as a systemd service, securing it with a Cloudflare tunnel, and keeping it running reliably 24/7. Part 5 of the complete OpenClaw developer series.
OpenClaw Complete Guide Part 4: Building Your First Custom Skill
Learn how to build a custom OpenClaw skill from scratch. This post walks through writing SKILL.md, configuring SOUL.md and USER.md, and testing real developer workflow skills with working Node.js and Python examples. Part 4 of the complete OpenClaw developer series.
OpenClaw Complete Guide Part 2: Installation and First Setup
A step-by-step guide to installing OpenClaw, running the onboard wizard, configuring your gateway, and sending your first message through Telegram. Part 2 of the complete OpenClaw developer series.
OpenClaw Complete Guide Part 1: What Is OpenClaw and Why Developers Should Care
OpenClaw is an open-source autonomous AI agent that runs on your own machine and connects to messaging platforms. This is Part 1 of a complete developer series covering everything from setup to advanced multi-agent workflows.
MCP and A2A Together: The Complete Agentic Stack (Part 7 of 8)
Combine MCP and A2A into one unified agentic stack. This post shows exactly where each protocol belongs, how they work together in a real enterprise workflow, and provides a complete Node.js implementation using both simultaneously.
Agent Discovery and Orchestration: Building the Client Agent (Part 5 of 8)
Build the orchestrator layer of an A2A multi-agent system in Node.js. Covers Agent Card fetching, skill-based task routing, concurrent task execution, multi-turn interaction handling, and a complete working orchestrator you can run against the servers from Parts 3 and 4.
Building Your First A2A Agent Server in Node.js (Part 3 of 8)
Build a fully functional A2A-compliant agent server in Node.js from scratch. Covers the Agent Card endpoint, JSON-RPC task handler, SSE streaming, in-memory task store, push notification support, and a working test client.
