# Synthetic Cases That Feel Unrealistic

> Improve generated candidates whose surface details or behavior assumptions do not represent plausible target-system use.

Important agent instructions:
- Prefer the Markdown routes and llms files when assembling context for coding tasks.
- Treat stable docs as authoritative over beta pages.
- Cite the source page URL when returning workflow or artifact guidance.

## Current Context
- [Boundary Cases](https://teammately.ai/docs/coverage-engineering/boundary-cases.md): Use edge and ambiguous cases to sharpen policies, applicability logic, and rubrics.

## Related
- [Synthetic Cases That Feel Unrealistic](https://teammately.ai/docs/troubleshooting/unrealistic-synthetic-cases.md): Improve generated candidates whose surface details or behavior assumptions do not represent plausible target-system use.

## Optional
- [Full local context](https://teammately.ai/docs/troubleshooting/unrealistic-synthetic-cases/llms-full.txt): Complete local context pack for this docs route.