> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://www.comet.com/docs/opik/reference/rest-api/optimizations/llms.txt. # Optimizations > Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. ## API Docs - Optimizations [Find optimizations](https://www.comet.com/docs/opik/reference/rest-api/optimizations/find-optimizations.md) - Optimizations [Create optimization](https://www.comet.com/docs/opik/reference/rest-api/optimizations/create-optimization.md) - Optimizations [Upsert optimization](https://www.comet.com/docs/opik/reference/rest-api/optimizations/upsert-optimization.md) - Optimizations [Delete optimizations by id](https://www.comet.com/docs/opik/reference/rest-api/optimizations/delete-optimizations-by-id.md) - Optimizations [Get optimization by id](https://www.comet.com/docs/opik/reference/rest-api/optimizations/get-optimization-by-id.md) - Optimizations [Update optimization by id](https://www.comet.com/docs/opik/reference/rest-api/optimizations/update-optimizations-by-id.md) - Optimizations [Get Studio optimization logs](https://www.comet.com/docs/opik/reference/rest-api/optimizations/get-studio-optimization-logs.md) ## OpenAPI Specification The raw OpenAPI 3.1 specification for this API is available at: - [OpenAPI JSON](https://www.comet.com/docs/opik/reference/rest-api/optimizations/openapi.json) - [OpenAPI YAML](https://www.comet.com/docs/opik/reference/rest-api/optimizations/openapi.yaml)