db-query

To run read-only SQL queries against a Supabase database, you can use asyncpg with a connection string. This approach executes SELECT statements to retrieve data while explicitly blocking any write statements to ensure database safety.

Inspecting GGPoker hand histories in a backend database is best done through read-only SQL queries. This allows you to count hand history uploads per chat and retrieve specific records without risking accidental data modification.

You can safely debug user tokens and API cache entries by enforcing read-only access and masking full tokens in query outputs. This prevents destructive SQL execution and avoids leaking sensitive credentials during database inspection.

Generating usage reports for user bindings and API cache statistics involves querying the database for user activity and cache entries. You retrieve fields like user_id, is_active, and has_token to monitor status and troubleshoot regressions.

Yes, when querying Supabase for operational insights, the asyncpg connection enforces a block on write statements. This ensures that only SELECT queries are executed, preventing any destructive modifications to the database.

The primary limitation of read-only queries for database debugging is the inability to modify or update records. While you can inspect users, hand histories, and API cache entries, any troubleshooting requiring data correction must be done through separate write operations.