ELeliasdejong·Feb 3, 2026
Very cool project! Being able to replay history is huge and makes it possible to look back in time without having to make full copies of the database. This is something that is very much lacking in many SQL systems where you need 'temporal tables' to achieve the same effect, but those are really limited as they have to be setup specifically and often duplicate data unnecessarily. If you are interested in this topic, I suggest you study Datomic and the EAVT data model. This is likely where database architecture in the future will be headed.
> The database is stored in memory. So it must be small enough to fit in RAM, and the full journal has to be replayed from scratch when opening a file.
For larger datasets, you really want disk support. Using something like SQLite or DuckDB as an append-only store is another way to achieve this effect.
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Also lack of a proper query language will be a problem for long term serious use. A simple hand-rolled program API can only get you so far, until you need more advanced querying.
> Unlike XML or JSON, joedb is a binary file format that does not require any parsing. So, joedb files are much smaller, and processing data is much faster.
Some time ago I created a JSON-compatible serialization format that is zero-copy (no parsing required): https://github.com/fastserial/lite3
It doesn't do transactions or history versioning, but it is also very fast in memory. Something like jq or JSONPath on a disk-file version of this format could be interesting.