# agents-towards-production | NirDiamant | Knowledge Base | Instagit

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

GitHub Stars: 20.2k

Repository: https://github.com/nirdiamant/agents-towards-production

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## Articles

### [Configuring Tool Routing and Conditional Execution in Agent Graphs: A LangGraph Production Guide](/nirdiamant/agents-towards-production/configuring-tool-routing-and-conditional-execution-in-agent-graphs)

Master tool routing and conditional execution in agent graphs. Learn to register tools and use ConditionalEdge for dynamic workflow control in this LangGraph production guide.

- Tags: how-to-guide
- Published: 2026-05-18

### [Implementing State Persistence and Workflow Resumption in LangGraph: A Production Guide](/nirdiamant/agents-towards-production/implementing-state-persistence-and-workflow-resumption-in-langgraph)

Learn to implement state persistence and workflow resumption in LangGraph. Use checkpointers for fault-tolerant execution and seamless conversation continuity with pluggable backends.

- Tags: how-to-guide
- Published: 2026-05-18

### [Evaluating Agent Behavior with Automated Testing Using IntellAgent](/nirdiamant/agents-towards-production/evaluating-agent-behavior-with-automated-testing-using-intellagent)

Automate LLM agent testing with IntellAgent. Generate realistic scenarios, simulate conversations, and analyze behavior metrics to ensure robust performance before production.

- Tags: tutorial
- Published: 2026-05-18

### [Building Chatbot UIs with Streamlit for Agent Interaction: A Production-Grade Implementation](/nirdiamant/agents-towards-production/building-chatbot-uis-with-streamlit-for-agent-interaction)

Build production-grade chatbot UIs with Streamlit for AI agents. Learn to use st.chat_message and st.session_state with OpenAI's API in this guide from the Agents Towards Production repository.

- Tags: how-to-guide
- Published: 2026-05-18

### [How to Trace and Debug AI Agents with LangSmith: Complete Setup Guide](/nirdiamant/agents-towards-production/how-to-trace-and-debug-ai-agents-with-langsmith)

Trace and debug AI agents with LangSmith. Effortlessly capture every LLM call and state transition without code changes. Set environment variables and run your agent.

- Tags: how-to-guide
- Published: 2026-05-18