Reference
Roadmap
Where Dits is today and where it is going — stated plainly, with no shipped-vs-planned ambiguity.
Important
This page draws a hard line between what runs on your machine today and what is still being built. If a capability is not under “Working today,” do not depend on it yet.
Working today
- Content-addressed store with BLAKE3 verification of every chunk.
- FastCDC chunking with exact deduplication — identical chunks are stored once.
- Byte-exact reconstruction of any committed artifact.
- Local history:
commit,checkout,diff,log, andbranch.
See content addressing and addressing for how these pieces fit together.
In progress
- Tensor-aware chunking — aligning chunk boundaries to tensor structure so weight edits dedup more cleanly than raw byte CDC allows.
Planned
- Networked delta sync —
push,pull, andfetchthat transfer only the chunks a remote is missing. - Similarity dedup (L2) — storing near-identical artifacts as deltas against a similar base, not just exact-match chunks.
- Derivation and recompute (L3) — describing an artifact as a recipe over its inputs so it can be regenerated instead of stored.
Related
- Benchmarks — measured dedup and storage numbers for what ships today.
- How it works and the AI docs index.
- Why Dits for AI — the motivation behind the L2/L3 direction.