diff --git a/PLAN.md b/PLAN.md
index 7391daa..4d37973 100644
--- a/PLAN.md
+++ b/PLAN.md
@@ -1,6 +1,6 @@
 # crossbar — an affinity router for the fleet's llama-servers
 
-**Status:** plan, 2026-09-25. Nothing built. Go.
+**Status:** plan, 2026-09-25 (rev 2: SQLite state + accounting, Kyle). Nothing built. Go.
 **Owner:** Kyle. Drafted by claude from the 2026-09-25 discussion (Inference Infrastructure).
 
 ## 1. Problem
@@ -71,8 +71,8 @@ no lease yet): `/v1/models`, `/health`, `/props`, `/v1/embeddings`,
   lease — the re-prefill is the cost we are avoiding.
 - **Pinned** leases never move automatically ("project A goes to titan right
   now"). **Draining** hosts accept no new leases; existing ones finish.
-- Table persisted to `state.json` after every change; loaded at start so a
-  crossbar restart does not reshuffle sessions.
+- Table lives in memory and is written through to SQLite (§7a) on every
+  change; loaded at start so a crossbar restart does not reshuffle sessions.
 
 ## 6. Health
 
@@ -95,14 +95,62 @@ no lease yet): `/v1/models`, `/health`, `/props`, `/v1/embeddings`,
 - `POST /_crossbar/routes/{route}` `{ "host": "titan", "pin": true }` — pin;
   `{ "release": true }` — drop the lease (next request re-chooses).
 - `POST /_crossbar/hosts/{host}` `{ "drain": true|false }`.
+- `GET  /_crossbar/usage?since=…&by=route|model|host` — accounting rollups
+  from §7a (JSON; `Accept: text/plain` gives a table).
 - `GET  /_crossbar/metrics` — Prometheus: requests, queue wait, lease moves,
   host health, tokens/s from llama-server's `timings` when present. Scrape it
   from the fleet Prometheus on orion.
 
+## 7a. State store and accounting (SQLite)
+
+One SQLite file (`crossbar.db`, WAL mode) holds both the durable state and the
+accounting log. Driver: `modernc.org/sqlite` (pure Go, no cgo) so the arm64
+static build stays a plain `go build`. Single writer goroutine fed by a
+channel; readers use their own connection. Volume is a few rows per request,
+so nothing here is performance-sensitive.
+
+```sql
+CREATE TABLE leases (             -- current table, one row per (route, model)
+  route TEXT, model TEXT, host TEXT, state TEXT,   -- active|pinned|draining
+  created INTEGER, last_used INTEGER, PRIMARY KEY (route, model));
+
+CREATE TABLE lease_events (       -- why sessions moved
+  ts INTEGER, route TEXT, model TEXT, from_host TEXT, to_host TEXT,
+  reason TEXT);                   -- new|unhealthy|idle|pin|release|drain
+
+CREATE TABLE requests (           -- one row per proxied completion
+  id INTEGER PRIMARY KEY, route TEXT, model TEXT, host TEXT,
+  started INTEGER, queued_ms INTEGER, ttfb_ms INTEGER, total_ms INTEGER,
+  status INTEGER, streamed INTEGER,
+  prompt_tokens INTEGER, cached_tokens INTEGER, completion_tokens INTEGER,
+  err TEXT);
+
+CREATE TABLE host_health (        -- poller observations, for uptime accounting
+  ts INTEGER, host TEXT, healthy INTEGER, loaded_models TEXT);
+```
+
+Token and cache figures come from the upstream response when llama-server
+provides them: `usage` on non-streaming replies, and the final SSE chunk's
+`usage` / `timings` (`prompt_n`, `cache_n`, `predicted_n`, `predicted_ms`) on
+streamed replies. To see that chunk the proxy tees the response body through
+a small SSE line scanner; it never buffers or alters the stream. When the
+fields are absent, wall-clock columns are still recorded.
+
+What this answers: per route (session/project), per model, per host — number
+of requests, busy seconds (`sum(total_ms)`), tokens in/out, cache-hit ratio
+(`cached_tokens / prompt_tokens`, the direct measure of whether affinity is
+working), queue wait, error rate, and per-host uptime. `/_crossbar/usage`
+exposes the rollups; a nightly job prunes `requests` older than `retention`
+(default 180 d) into a `requests_daily` rollup so the file stays small.
+
+Body contents are never stored — only counts and timings.
+
 ## 8. Config (`crossbar.yaml`)
 
 ```yaml
 listen: "100.x.y.z:7777"        # tailnet address only; never 0.0.0.0
+db: /var/lib/crossbar/crossbar.db
+retention: 180d
 poll_interval: 60s
 lease_idle: 30m
 queue_max: 8
@@ -157,7 +205,7 @@ Client side, no code changes:
   streaming, `/health` + `/models` poller, passive health, `/_crossbar/hosts`.
   Replaces the hand-maintained provider lists. No leases yet: each route has
   a fixed host list in preference order; first healthy wins.
-- **v1:** lease table with persistence, `choose()` by free slots × weight,
+- **v1:** SQLite state + accounting (§7a), lease table, `choose()` by free slots × weight,
   per-(host, model) concurrency + bounded queue, pin/release/drain, metrics.
 - **v2:** wake-on-LAN for a sleeping titan when a new lease wants it (wait ≤
   45 s, else fall through); optional conversation fingerprint (system prompt +
@@ -169,6 +217,8 @@ Client side, no code changes:
 - `httptest` fake llama-server: `/health`, `/models`, `/slots`, streaming
   `/v1/chat/completions` with configurable latency and failure injection.
 - Table tests for `choose()`, lease expiry, drain, passive-health re-lease.
+- SSE tee scanner: fixture streams with and without a final `usage` chunk;
+  assert the client receives the bytes unchanged and the row is recorded.
 - One integration script against the real fleet: one long conversation,
   assert every turn hits the same host (llama-server `timings.cache_n` or
   `prompt_n` small after the first turn).