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dbqctl

dbqctl is the open-source engine behind DataBridge's data quality monitoring - a command-line tool that runs profiling and validation checks directly against your databases. It's deliberately lightweight: install the binary, point it at a database, write checks in YAML and run them. Great for local development, CI/CD pipelines, or evaluating the engine before adopting a full data-quality workflow.

DataBridge Cloud builds on top of dbqctl and adds everything the CLI intentionally leaves out: scheduled runs, visual dashboards, historical trend analysis, managed alerting across various channels, team collaboration and a managed agent that runs in your infrastructure without custom setup. If you have more demanding workflows, consider DataBridge Cloud - it's built for exactly these use cases.

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