Using A8
Patterns
Reusable designs for putting A8 in a system, each with its motivation, an example and the code.
This page as Markdown: https://u22a8.ai/docs/patterns.md. The index of every docs page: https://u22a8.ai/llms.txt.
A pattern is a named design for one recurring job. Each page states the job, walks one example through it in code and shows how its settings were chosen.
| Pattern | What it does | Reach for it when |
|---|---|---|
| Send abstentions to a person | Automates the verdicts A8 answers and queues the rest for review | Every case needs a decision, and a wrong automated one costs more than a review |
| Gate a release on a pinned horizon | Runs your test suite on a new version before your system moves to it | A verdict change reaches users or a published result |
| Check one subject against several criteria | Judges several criteria in one request, each answering on its own | One subject is judged on several independent questions |
Table 1.
The patterns, what each does and when to reach for it.
Next steps
Send abstentions to a personAutomate the verdicts A8 answers at your minimum accuracy, and queue each abstention for a person with the check its evidence failed.Gate a release on a pinned horizonServe a pinned version, test each new version with your suite, and move the pin when the suite passes.Check one subject against several criteriaJudge one subject on several criteria in one request, with each criterion in a schema property and each field answering on its own.