How an Agent Crew QA-s Work

Imagine a launch-page request that names a product but leaves the audience, offer, proof, assets, or intended next step unclear. A brief-review agent records those gaps as questions instead of filling in facts.

Once the details are known, the agent turns them into reviewable criteria: the opening names the audience and offer, any proof matches supplied material, the page uses the agreed assets, and its primary button leads to the requested action. This is an illustrative scenario, not a customer result.

A design-review agent checks whether the page hierarchy supports the intended action. It asks whether a visitor can find who the offer serves, what it is, and what to do next before secondary details compete for attention.

It also inspects text legibility, color contrast, and the narrow-screen layout. A useful finding names the section and viewport, describes what is hard to read or reach, and points to the evidence behind the observation.

A copy-review agent compares the page with the supplied audience and offer. It checks that headings and supporting details speak to that audience, and that the primary and secondary calls to action use consistent language for their destinations.

Each factual claim should have support in the brief or approved source material. The agent flags invented, ambiguous, or unsupported statements for revision rather than presenting them as established facts.

An implementation-review agent compares the rendered page with the agreed design and criteria. It follows the links, checks form states, resizes the page to inspect responsive behavior, uses the keyboard to move through controls, and looks for visible errors.

Findings should be reproducible: include the route, the viewport or interaction, what happened, and what was expected. That gives the person making a fix a clear place to start and a way to check the result.

The crew brings its findings together, then rechecks relevant fixes and quality signals such as accessibility, contrast, and viewport boundaries. A closed finding means the specific issue was reviewed again; it is not a promise that no other issue exists.

The human producer reviews the evidence, makes the judgment calls, and signs off on the deliverable. Agents surface issues and evidence; the producer remains accountable for the final review.