Explore #4063 with shared retained queries, an async typed client, real application verification, and reproducible model-result records. Preserve exploratory failures and keep downloadable applications and bulky producer data out of Git. Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>