> For the complete documentation index, see [llms.txt](/llms.txt).
> Markdown versions of each page are available by appending .md to any URL.

# Configuring and reviewing Self-improvement

Turn on Self-improvement for a Scorer to turn its repeated failures into follow-up pull requests you review.

Turn on **Self-improvement** for each Scorer whose failures you want investigated automatically. Self-improvement groups related failures and files follow-up tasks as ordinary agent runs. A follow-up run can propose changes to application code. It can also improve the factory itself: when you manage your factory as [definitions as code](/factories/factory-as-code/), its prompts, skills, and configuration are version-controlled files, so a follow-up run can open a pull request against the factory definition the same way it would against application code. Nothing is adopted without your review.

The factory dashboard’s **Self-improvement** page lists the pull requests these follow-up runs open. Each pull request includes a **Regressions addressed** section that links the failing runs and Scorer results behind it, so you can trace the change back to its evidence.

## Related pages

-   [Measure and improve a factory](/factories/measure-and-improve/) - Read dashboard metrics and run a practical improvement loop.
-   [Configuring Scorers](/factories/measure-and-improve/scorers/) - Define the criteria whose failures Self-improvement investigates.
-   [Benchmarking factory agent configurations](/factories/benchmarks/) - Compare model and runner configurations on the same tasks.