Lab · Intermediate · 1h
Lab: Red-team your agent
Attack a support agent with adversarial inputs and confirm each is refused or handed over.
- Your support agent with an order-lookup tool is about to see real customers. Before it does, you try to make it misbehave.
Tasks 4ClaudeChatGPT
Learning path · Intermediate · 10h
Build your first production agent
From a single tool call to a budgeted, evaluated, approval-gated agent that can be left running.
- Design, build, evaluate and operate a tool-using agent with side effects gated by a person.
- Skills: Defining tools with schemas and failure returns, Writing a system prompt as a contract, Enforcing budgets in code, Building an evaluation set, Gating side effects
Time 10hClaudeChatGPT
Project · Intermediate · 8h
Project: A tested prompt library for one job
Build five reusable prompts for one role's recurring tasks, each with variables, a reference run and a ten-case test set.
- Choose one role (support, sales, marketing, ops). Identify its five most repeated writing tasks. For each, produce a prompt template with variables, a filled reference run, and a ten-case test set with rubrics and a recorded pass rate. Deliver as a folder someone in that role could use on Monday.
- Milestone 1: Choose and draft
- Milestone 2: Reference and test
ChatGPTClaude

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Lab: Red-team your agent

Build your first production agent

Project: A tested prompt library for one job