Evidence & trust · Published 2026-10-28 · LazyCoder

What a preview proves

Understand illustrations, generated samples and the limits of both.

An illustration makes the expected shape visible

An authored preview helps you inspect the layout, sections or format before starting. It uses example facts and is labeled as an illustration. It is not a customer result, a benchmark score or proof that an assistant has generated that result.

A generated sample needs a separate receipt

A reviewed generated sample must bind to the recipe source and the actual run. A source edit can make an older result stale. The showcase does not promote failed, stale or unapproved outputs as current success.

Your result still needs your review

Even a good sample does not establish correctness for your circumstances. Dates, calculations, assumptions and source facts can change. Open exported files in the intended app and check their contents before acting on them.

Use the feedback stage that failed

Report whether setup, retrieval, inputs or the result blocked you. Structured product feedback is private editorial information, separate from public reviews. Do not send private task text or generated drafts in a feedback report.

Put it into practice