Demo — light and full

Here the deck talks to a trieur server simulated inside this tab — same routes, same deduplication by event id as @trieur/server. Cut the network and keep sorting: the local model still answers, the event queue fills up, and everything leaves when the connection returns. Nothing is lost, nothing is learned twice.

What the server changes, and what it does not

What it does not change: the gesture loop. The card is already under the finger when a zone has to be suggested — the local model answers, always. The server is only asked when the local model has nothing to say, with a short deadline, and its silence never prevents sorting.

What it changes:

It keeps the events, not just the model — so history can be replayed after a change of feature extractor or model.
It warm-starts a brand-new device (button above): first launch, the model is already there.
It runs what the tab cannot: embeddings, which bring two cards sharing no word closer together.

// light mode — nothing leaves the browser
const brain = createRecommender({ key: 'links' });

// full mode — the only difference
const brain = createRecommender({
  key: 'links',
  server: { url: 'https://trieur.example.com', token: '…' },
});

Light, full, offline

Client

Server

Traffic

What the server changes, and what it does not

Keyboard and gestures

Sorting

Touch