Build LangChain agents with tools for autonomous task execution.
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
Build a correct LangGraph 1.0 ReAct agent with create_react_agent — typed tools, error propagation, recursion caps, and stop conditions…
Build a correct LangGraph 1.0 StateGraph \u2014 typed TypedDict state\
Build a fast, deterministic local test loop for LangChain 1.0 / LangGraph\
Build reliable dev / staging / prod isolation for LangChain 1.0 services\
Implement LangChain rate limiting and backoff strategies.
LangChain ReAct agent implementation with tool binding for reasoning and action loops
Compose LangChain 1.0 Python runnables with the production defaults
LangChain tool creation and integration utilities for agent systems
Executes web searches across Zhipu AI and DuckDuckGo engines with multi-model structured data extraction and export workflows.
Navigate Langfuse repositories, code areas, and agent skills.
Integrates Langfuse observability into coding workflows by tracking key development lifecycle events like generation, testing, and…
Diagnose and fix common Langfuse errors and exceptions.
Configure Langfuse enterprise organization management and access control.
Troubleshoot and respond to Langfuse-related incidents and outages.
Optimize Langfuse tracing performance for high-throughput applications.
Implement Langfuse rate limiting, batching, and backoff patterns.
Implement Langfuse security best practices for API keys and data privacy.
Upgrade Langfuse SDK versions and migrate between API changes.
Configure Langfuse webhooks for prompt change notifications and event-driven