Faculty Development Workshop

Agentic AI:
from prompt to agent.

A practical 1.5-day workshop where faculty build, test, and critique AI agents. The room moves from prompting to tool use, agent loops, multi-agent workflows, and a real attendance decision system.

The run sheet

Build the idea, then build the agent.

The published schedule is intentionally hands-on. Track B can be dropped if lab setup is incomplete; every essential concept remains on Track A.

Day 1Opening the agentic mindset

  • Opening and contract
    Set the room and expectations · 10 min
  • What actually changed
    12 min
  • Prompts — RCTFG
    25 min
  • Lab Tests 1 & 2
    Prompting, then a Gem · 65 min
  • Your first Actor
    18 min
  • Lab Test 3A
    Begins here, continues on Day 2 · 20 min

Day 2From sequence to agent

  • Opening, keys, rate limits
    20 min
  • Lab Tests 3A & 3B
    Finish the Actor, then n8n · 40 min
  • Lab Tests 4A & 5A
    Gemini and structured output · 70 min
  • From sequence to agent
    22 min
  • Lab Test 6A
    The agent loop, by hand · 55 min
  • Lunch
    60 min
  • Tools and Lab Tests 7A & 7B
    The arithmetic failure and attainment · 115 min
  • Close
    8 min

Facilitator note: The full material is larger than the available second day. Drop Track B first, then the web-fetch lab. Keep Lab 6A, Lab 7A, the tools section, and the attendance system under pressure.

Final exercise · Lab 12

Turn attendance data into a useful conversation.

Build an Actor that reads the Excel template, identifies students below the attendance threshold, and prepares respectful parent emails.

A workshop in fifteen exercises

Every lab has a job.

Open the lab hub for individual exercise pages, objectives, tracks, and links to the complete step-by-step manual.

Participant books

Read the workshop in three parts.

Each book now has an HTML reading page with chapter navigation and the original PDF embedded for complete reading.

Workshop library

Everything in one place.

Read online where it helps, and keep the original files for printing, sharing, and offline lab work.