# Run evaluations reliably on asynchronous databases

> AgentOS evaluation endpoints now work with asynchronous database backends. Teams using async DB classes can run evaluations without changing their stack, removing a key limitation for modern…

- Published: 2025-12-04
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/run-evaluations-reliably-on-asynchronous-databases
- Markdown: https://agno-com-nine.vercel.app/articles/run-evaluations-reliably-on-asynchronous-databases.md

AgentOS evaluation endpoints now work with asynchronous database backends. Teams using async DB classes can run evaluations without changing their stack, removing a key limitation for modern, event-driven deployments.

**Details**

- Evals run as expected with async database drivers, improving parity across environments
- No configuration changes or migration steps required

**Who this is for:** Engineering teams standardizing on asynchronous databases who need reliable, automated evaluation workflows.