Train for the Agent Manager Era

What to Practice

1. Pick one business workflow with a clear output: research brief, report, content plan, support triage, or QA pass.
2. Break it into specialist roles. Each agent gets one job, one input, one output, and one success standard.
3. Review agent output with four checks: truth, usefulness, completeness, and risk.
4. Write down every correction. Repeated corrections become prompts, rules, skills, or evals.

Build me a 3-agent research desk.

Agent 1 gathers sources and extracts claims.
Agent 2 checks the claims and flags weak evidence.
Agent 3 turns verified material into a concise brief.

I am the manager. Before the final answer, show me each agent's output, the review checklist, and what changed after review.