Sessions in Plotly Studio's agentic workflow now live inside Projects, a persistent container that groups related sessions together and shares data connections and artifacts between them.

Project container above sessions. A project groups any number of related sessions together, so ongoing work no longer lives in a single, long-winded conversation.

Shared data connections. Data sources and credentials are configured once per project, not once per session, and every session in the project inherits them automatically. A project can hold multiple connections at once (for example, a data warehouse plus an uploaded file), each with its own credentials.

Shared artifacts. Charts, tables, reports, and apps are tracked at the project level the moment a session creates them. No manual save step. Any session in the project can read or edit that same artifact.

Automatic version history. Every artifact create, edit, or overwrite creates a new version. Open an artifact's version history at any time and roll back to a prior version.

Stable publish identity. An artifact keeps the same ID across edits, so publishing to Plotly Cloud or Dash Enterprise updates the existing deployed app in place instead of creating a new one on every publish. Previously shared URLs keep working after republish.

Automatic migration. Existing one-off sessions created before this release are automatically migrated into projects. No action required.