Production AI Agent App Stack

5 connected tools

A developer workflow for building agentic apps that can use tools, call APIs, orchestrate workflows, and be monitored. It separates model access, orchestration,…

Built aroundOpenAI
  1. Design the model interaction

    Use the Responses API as the core model-call layer for tool use, stateful context, multimodal input, and streaming.

  2. Configure platform controls

    Set up API keys, model choices, usage limits, safety settings, and evaluation checkpoints in the OpenAI platform.

  3. Step 03

    Build controlled orchestration

    Use LangChain or LangGraph to define the agent graph, tools, state, human review, and observability boundaries.

  4. Step 04

    Connect business systems

    Use n8n to connect the agent with forms, tickets, sheets, CRMs, webhooks, and internal APIs.

  5. Step 05

    Package visual automations

    Use Make for operator-friendly visual workflows, branching, error handling, and reusable business scenarios.