"But isn't it an OLAP database? Shouldn't you use SQLite for something that's vaguely real-time?"
Eh, in this instance, I think I'd prefer the columnar design and automatic compression DuckDB affords. Log entries have lots of little fields, many of which are unchanging from row-to-row, and DuckDB excels at storing this kind of data.
BTW: no, you don't need O(N*log(N) writes for DuckDB. No, you're not doing a whole block-group write for every message. No, Parquet is not a magical solution. I mean, maybe it's fine, but DuckDB is already columnar, and arguably better at it.
Seems like there are a lot of mistaken impressions about DB storage engines out there.