Some tools appear in data pipelines because a large company imposes them. Others spread because they solve an everyday problem with an elegance that is hard to ignore. DuckDB belongs to the second category. It is a small, fast, embeddable analytical database that can query local or remote files with SQL. In recent years it has become a common part of Data Engineering, Data Science, and Analytics Engineering workflows.