The
Multiverse
School

One-Day Intensive

Production Agent Engineering

09.17.26 | 6:00 PM - 7:30 PM PDT 1 hours in one focused day

Ship agent swarms that survive real load, eval gates, tracing, guardrails, and cost control.

with Liz Howard

Part of the Agent Engineering Stack: From Zero to Production in 3 Days track, 8 classes, take them in any order.

See the whole track
  1. Intro to Agents: 1-Day Intensive Date TBA
  2. Context Engineering Date TBA
  3. Production Agent Engineering You're here
  4. Intro to Agents: 1-Day Intensive Date TBA
  5. Context Engineering Date TBA
  6. Agentic SDLC Date TBA
  7. Agentic SDLC Date TBA
  8. Agentic SDLC: Ship Software with AI Agent Teams Date TBA

Overview

This is the production tier: not toy agents, but swarms that survive real load. You'll gate quality with generator-critic loops that evaluate, refine, and refuse to ship below your bar; orchestrate long-running task agents by goal, polling for stalls, capping turns, and killing the infinite loops that wreck real systems. You'll trace every hop of a multi-agent run (who did what, where it broke, what it cost), guardrail the swarm by validating inputs and outputs, fencing tool access, and keeping a human in the loop, and finally build an agent that builds agents: a reusable library that loads MCP tools on demand. You leave with the observability, evaluation, and reliability craft that separates a demo from something you'd actually run, and control of every agent in it.

What You'll Master

  • Gate quality with a generator-critic loop, refuse to ship below your bar
  • Orchestrate long-running agents by goal, poll for stalls, cap turns, kill infinite loops
  • Trace every hop of a multi-agent run, who did what, where it broke, what it cost
  • Guardrail your swarm, validate I/O, fence tool access, keep a human in the loop
  • Build an agent that builds agents, a reusable library that loads MCP tools on demand

Who this is for & what you'll need

Pro engineering

Built for working engineers.

A few installs

You'll install a couple of tools, we'll help you in class.

Where This Class Leads

What you leave able to do

  • reconcile agents from different toolchains into one run
  • select among agent architectures
  • synthesise a memory hierarchy for an agent
  • synthesise a retrieval over relationships not just similarity
  • synthesise a self extending agent behind a review gate
  • synthesise an accountability regime for an unattended agent
  • originate an operating model for managed agent teams

How you show it. A written operating model in use by at least two people, with a recorded instance of it catching a failure that the previous arrangement missed.

Join Us

One-Day Intensive

Suggested $200 pay what you can
  • Industry mentors
  • Participate in active research projects
  • Networking events
  • Integrate AI into your workflow from the beginning
  • Your seat in the class
  • Lifetime access to materials
  • Sponsors 1 scholarship seat for someone else

The minimum is $100, it keeps out spam. Need to pay less? Apply for a scholarship, no one is turned away for lack of funds.

Pay What You Can

Secure payment via Stripe

Instructor

Liz Howard

Liz Howard

Future Infinitive☸️ (Liz Howard) Founder & Professor, The Multiverse School Computer Science · AI · Cybersecurity Formerly faculty, Cal State Monterey Bay Co-founder, Hipcamp Previously built Hackbright Academy, Girl Develop It, Galvanize, Enki

Want to schedule this class for your team?

Contact us: [email protected]