A field guide to the possibilities
You don’t need to know how to code to understand the method. Start with a useful goal, clear roles, and a small experiment.
New · A worked exampleExplore six handoffs, sample outputs, and the decisions between them.
Lesson 01
A system given a goal, access to selected tools, and a way to decide its next action. A writing prompt may produce one draft; an agent workflow can gather material, create a draft, check it, and decide what is missing. It still needs defined limits and a way to recover from errors.
Lesson 02
A role narrows the question an agent is trying to answer. A researcher checks evidence; an editor checks coherence; a campaign agent thinks about distribution. A persona adds a recognizable voice, but personality does not replace factual review.
Lesson 03
Each step should produce something the next step can use: a brief, sources, a draft, a reviewed version, a campaign, and a record of results. Clear handoffs make it easier to find where a mistake started.
Lesson 04
People define the purpose, decide acceptable tradeoffs, and review work where errors matter. The amount of automation can grow as a specific workflow earns confidence. More autonomy is a design choice, not proof of quality.
Lesson 05
Record what changed and what happened. Compare results carefully: a new headline, a different posting time, and a new audience can all influence the outcome. One successful post is a clue, not a universal rule.