Workshop 3 · Session agenda

Four hours, building agents and learning what they break.

From "what is an agent" through five hands-on builds and a documented failure mode you take home.

Before you start

  1. Open this site on your laptop.
  2. Bookmark /live in a second tab.
  3. Have free-tier accounts ready for: Claude or ChatGPT, Zapier or Make, and a Google account (for the spreadsheet sandbox).
  4. Workshop 3 assumes you know RTCF prompts (Workshop 1) and tech triage (Workshop 2). If not, it will still work, but plan to study those after.

The agenda

  1. 0:00
    Welcome and where this fits

    Workshop 3 of three. Why "agent" is the buzzword and what it actually means. Honest framing: most agentic demos work 70% of the time, and 70% is unsafe for any task with cost.

  2. 0:15
    The agent landscape, 2026 edition

    Custom GPTs, Claude Projects, Poe bots, Zapier and Make, browser agents, Manus. Free vs. free-with-account vs. paid-only. What each is good at, what each fails at.

  3. 0:35
    Live demo: build a custom bot in 5 minutes

    From empty Claude Project to working tutor bot, on the projector. Watch what changes when the system prompt is sloppy versus tight.

  4. 0:50
    Activity 1: build your CompTIA tutor bot

    30 minutes. You leave with a bot you can use tonight. /ws3-agentic/activities

  5. 1:25
    Break

    10 minutes.

  6. 1:35
    Live demo: the chained-prompt automation

    Build a Google-Sheet-to-AI-to-cover-letter Zap on the projector. Show the failure when the prompt is loose; show the fix.

  7. 1:50
    Activity 2: job-search agent

    35 minutes. Wire Zapier or Make to pull postings, extract ATS keywords, draft a letter. Human-in-the-loop is the whole point.

  8. 2:30
    Activity 3: help desk auto-triage flow

    35 minutes. Same automation pattern, applied to triage. Build against a sandbox; do NOT wire to your real ticketing system.

  9. 3:05
    Break

    10 minutes.

  10. 3:15
    Activity 4: browser agent on a real research task

    30 minutes. Run Perplexity on an employer-research task. Verify three claims. Write the safety review.

  11. 3:45
    Activity 5: evaluate one of your agents

    25 minutes. Pick any agent you built today. Run four tests. Document one failure mode card.

  12. 3:55
    Wrap and where to next

    The 30-day plan. The cost-and-limits use case. Open mic for questions about your specific agent ideas.

The agenda fits five activities into four hours by design — not all participants finish all five. Activities 1, 2, and 5 are the must-do trio; 3 and 4 can be take-home.

What to bring

  • A laptop. The agentic builds do not work well on a phone.
  • Free-tier accounts on at least Claude or ChatGPT, plus Zapier or Make, plus Google (for the sandbox sheet).
  • Optional: a real CompTIA exam date you are studying for, a real city you are job-searching in, a real complaint pattern from your help desk work. The activities are richer when grounded in your real life.
Lemieux Consulting Urban League of Louisiana

Facilitated by Lemieux Consulting. Hosted by the Urban League of Louisiana.