Storage model

Studio

• Stores workspaces locally using SQLite in your user data directory
• No background syncing or cloud dependency
• Files and exports are Git‑friendly (YAML flows, JSON reports)

CLI

• Stateless by default: reads flows from the working directory and writes reports to files/stdout
• Works in CI without any persistent storage
• Use environment variables or CI secrets to supply credentials at run time

Related docs

• Data storage overview: /docs#data-storage
• CLI outputs and reports: /docs/reference/cli#output-formats