Orchestra Blog
Deep dives into AI orchestration, agent development, and the future of intelligent workflows.
How to Configure Anthropic Extended Thinking (Reasoning) in Langchain init_chat_model
A complete guide to enabling Claude's extended thinking mode in Langchain, persisting reasoning blocks in LangGraph checkpoints, and exporting them to disk. Includes working code examples.
Remote Agent Development with Cloudflare Tunnels and Claude Code Hooks
Set up persistent Cloudflare Tunnels for remote access to your dev environment, then supercharge it with Claude Code hooks for an automated agent feedback loop.
How to Connect MCP Tools to Orchestra Agents (Cursor, Claude Desktop, or API)
A hands-on guide to using Orchestra's MCP endpoint with the MCP Inspector, Cursor, Claude Desktop, and the Orchestra API—complete with streaming examples and troubleshooting.
How to Build and Schedule a Real Production AI Agent with Orchestra’s API
A hands-on, step-by-step guide to building, verifying, and scheduling a durable AI agent using Orchestra’s API—including tools, assistants, threads, and autonomous scheduling. Curl examples included!
Rendering Interactive Charts with LangGraph and React
A deep dive into using content_and_artifact to stream rich visualizations from Python agents to React UIs.