> ## Documentation Index
> Fetch the complete documentation index at: https://docs.pmbai.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Roadmap

> Honest and local-first. Every item keeps memory on your disk, offline by default, with no call-home.

<Note>
  Dates are intentionally absent - this is a one-maintainer project. Order
  signals priority, not a schedule.
</Note>

## Shipped - v0.9 "Anchor Engine"

Language packs are no longer required. The RU/UK packs were **deleted**; many
languages now ride one mechanism instead of a pack each:

* **Semantic anchors** - English exemplars classify intents + keyed-fact
  extraction; the multilingual embedder transfers them cross-lingually.
* **ALD (anchor→lexicon distillation)** - the cold lexical path self-compiles
  from your own traffic into `$PMB_HOME/lang/auto.yaml`.
* **Measured** - RU/UK recall top-1 = 1.00; 101-query multilingual eval top-3 ≈
  0.91; a blocking CI gate runs the eval with packs off so recall can't regress.

## Next

<CardGroup cols={2}>
  <Card title="Validate ALD on real traffic" icon="chart-line">
    Add a cold-path-coverage-over-time metric and report how fast it self-heals
    a language in real use.
  </Card>

  <Card title="Latency on commodity hardware" icon="gauge-high">
    Re-measure recall + anchor p95 on a normal machine and tighten the gate.
  </Card>

  <Card title="Default-on keyed extraction" icon="key">
    Promote v0.9 keyed extraction to default only once field false-positive rate
    is measured.
  </Card>

  <Card title="Stronger embedder path" icon="cube">
    Make `bge-m3` a first-class documented upgrade for CJK / lower-resource
    languages.
  </Card>
</CardGroup>

## Ingest & storage

* **Backup** via litestream (continuous SQLite replication to a bucket you own).
* **Optional cloud-sync** - bring-your-own bucket, never a PMB-hosted service.
* **tree-sitter** project indexing for Rust / TypeScript.
* **Image OCR** so screenshots and scanned PDFs become searchable memory.

## Non-goals

<Warning>
  No hosted PMB service, no telemetry, no call-home - there's nothing to add
  later because there's no server. No silent network calls on the read/write
  path; optional LLM passes stay explicit and opt-in.
</Warning>