Experiments & SQL

Mindify keeps a durable, versioned record of every experiment it runs.

• Automatic naming + versioning — recording baseline under a project a second time produces baseline-v2, and so on.
• Structured metrics — params, metrics, tags and artifacts are stored as JSON, so any experiment shape fits.
• Searchable — query the whole record with read-only SQL, from the Experiments page or via the agent's search_research_db tool.

SELECT project, name, version, json_extract(metrics,'$.acc') AS acc
FROM experiments
ORDER BY acc DESC
LIMIT 20;