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$20

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?

First course free. $20 per course after that.