Brain & memory

A Brain that remembers what matters, and cites where it learned it.

Most agent memory is a pile of text that gets searched. The amoOS Brain is compiled: a living wiki of projects, decisions, concepts and people that every agent reads before it works.

Compiled, not piled

Typical agent memory

  • Every note stays a separate chunk, forever.
  • Old and new claims are blended silently.
  • Agents re-read the same raw text every session.
  • No way to tell where an answer came from.

The amoOS Brain

  • New evidence rewrites one canonical page per topic.
  • Conflicts are flagged for review, never blended.
  • Agents get compiled context first, raw evidence on demand.
  • Every page keeps links to the sources that shaped it.

How it works

01

Capture

Sessions, handoffs, documents, articles, videos and posts.

02

Compile

Sources become summaries and rewrite the canonical pages they touch.

03

Review

Contradictions, stale claims and orphans are flagged for a human.

04

Recall

Compiled context first, raw sources when exact evidence matters.

05

Reuse

Relevant lessons ride along with the next dispatch.

Every page knows where it came from, and what’s wrong with it.

Pages carry versions, provenance and open review flags. Orphans, contradictions and stale claims surface in a review queue instead of quietly degrading recall.

brain / concept / operating-amoos-daily
active · v3

Operating amoOS daily

Telegram is the remote control, the laptop is the cockpit, the always-on machines are the engine room, and the Brain is the ledger everything writes back to.

Linked pages

5

Sources

2

Open flags

1

Provenance

document · operator’s manual draft
session · coordinator catch-up

Review flag · orphan. No inbound links yet, so this page is hard to reach from the graph.

Why it matters

No rediscovery

Agents stop re-learning the same facts every session.

Cross-project transfer

A fix from one project applies to another when the pattern matches.

Cited answers

Telegram, chat and voice answers point to the pages they used.

Measured recall

Repeatable evaluations track whether recall is actually improving.

Built on PostgreSQL with pgvector: structured pages and revisions, with hybrid retrieval over sources.