Capture. Distill. Recall. Compound.
01
Capture
Every turn from any of six harnesses is captured over loopback — nothing leaves your machine.
02
Distill
Raw events become source-backed facts, entities, and skills, each carrying its provenance.
03
Recall
The right context surfaces before the next turn — hybrid lexical (BM25) + 768-dim semantic.
04
Compound
The Dreaming loop merges duplicates, prunes junk, and supersedes stale claims so memory sharpens.
27.5% avg.
reduction in token spend
1.4x avg.
faster llm responses
6+
harnesses supported
based on Hivemind benchmarks
SOURCE-BACKED MEMORY
Receipts, or it doesn’t count.
- Every recalled memory shows its source — a file path or session id.
- Every memory carries a score, so you can see how strong the match is.
- Verified, source-backed claims are marked in green.
memory · verified ✓ verified
refresh handled server-side
memory · recalled
staging uses the eu-west cluster
memory · consolidating dreaming…
consolidated overnight by the Dreaming loop
THE POLLINATING LOOP
While you sleep, it gets smarter.
The Dreaming loop goes back through everything learned, ties the pieces together, and wakes up sharper instead of noisier.
merged duplicate memories are tied together
superseded stale claims are replaced by newer ones
skillified recurring traces become reusable team skills
Private by default. Your store, your rules.
Your store, powered by Deep Lake
Memory lives in your own Deep Lake store — vector + columnar, inspectable.
Loopback only
The daemon binds 127.0.0.1:3850 and never opens a public port.
Versioned & inspectable
Every change is versioned; you can read, scope, and repair what it remembers.