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Free

Production AI Agents

Build AI agents that take action — CRM lookups, email drafts, calendar bookings, Slack posts. With LangGraph orchestration, MCP server, guardrails, and human-in-the-loop approval.

"Prepare for my call with Acme Corp, update the CRM, and draft a follow-up email to their VP"

6 Modules

Each module builds on the previous one. By the end, you have a complete production system.

  1. 1

    Tool Design

    6 tools with JSON Schema validation

  2. 2

    Agent Orchestration

    LangGraph plan→execute→observe

  3. 3

    MCP Server

    Universal tool adapter

  4. 4

    Guardrails

    Approval gates + audit trail

  5. 5

    Agent App

    Chat UI with tool visualization

  6. 6

    Production Pipeline

    Monitoring + staged rollout

Production patterns you'll master

Tool RegistryOrchestrationApproval GatesAudit TrailStaged Rollout

Synthetic data included

  • CRM accounts & contacts
  • Calendar events
  • Email threads
  • Slack channel history
  • Knowledge base articles

What you walk away with

Shareable portfolio

A public URL showing your module timeline, patterns mastered, and completion status.

All the code

Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.

Module walkthrough

Each module documented with deliverables and the production pattern you implemented.

Ready to build your production ai agents?

Free during the early adopter program. No credit card required.