Query and the practice of using what we build

Query is our mascot for careful engineering: run the software, read the errors, test the workflow, and improve the documentation.

Use a real sample

The QQQ sample exercises metadata, table actions, dashboard behavior, and a Java process. Reproduce the documented steps against the chosen source revision.

Run the sample

Validate the application

Framework checks are only one part of a release. Test the exact candidate in the application and verify access, business logic, integrations, and recovery.

Read testing guidance

Report reproducible findings

Provide the exact version and a minimal reproduction without credentials or private data. Clear evidence makes a fix easier to verify.

Report a framework issue

Meet the mascot

Query has a separate page of fictional mascot stories and software jokes. These are not product benchmarks or customer references.

Meet Query