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Maven/docs/evals/2026-08-08-two-weeks.md
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claude 01e80fce4a Record a fortnight of usage as a re-runnable baseline (V-661)
The 2026-08-07 week of usage was typed by hand and cannot be replayed, so
it measured a build and not a change. scripts/usage-run.py drives the same
reach from a turns file, which makes the next run a diff.

Baseline is master at beb093a: 140 turns, p50 1.6s, zero errors. Three
defects to move. A parked reminder clarify contaminates 19 later turns and
survives a day boundary. Query sources that guess claim six turns they
cannot answer, which is the class V-655 removes. And one question was read
as a capture.

Also records the slot head: gemma distils 2178 spans, three heads score
intent 92.8%, destination 82.8%, slot span F1 72.4% over three seeds.
2026-08-08 20:27:27 +04:00

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# Two weeks of talking to Maven, as a baseline to re-run
Date: 2026-08-08.
Build: `beb093a` on master, the five compose services as deployed, 41 hours up.
Reach: `POST /api/chat` on mavweb, 140 turns over fourteen simulated days.
Turn source is `tap:text`, so this exercises the path the mic and telegram take.
This exists to be compared against. `scripts/usage-run.py` and
`scripts/testdata/usage-turns.txt` are in the repo, so a re-run after a routing
change is a diff rather than a new opinion. The 2026-08-07 week of usage was
typed by hand and cannot be replayed.
**It measures master, not the branch.** V-655, V-659 and V-660 are unmerged.
Every query source that guesses is still in the chain. That is the change this
baseline is for.
## What re-runs and what does not
The turns file, the driver and the routing behaviour replay. Three things do
not. The wall clock was 20:18 to 20:27 throughout, so every clock and agenda
answer reads evening. Live search and the feed return different text each day.
And the store carries over between runs. A fact written on day 2 is already
present when a re-run reaches day 1.
## Numbers
| | week (2026-08-07) | fortnight (2026-08-08) |
|---|---|---|
| turns | 74 | 140 |
| p50 | 1.5s | 1.6s |
| p95 | 8.0s | 7.1s |
| max | 12.3s | 33.7s |
| errors | 0 | 0 |
| string in the reply | turns |
|---|---|
| `на какое время поставить напоминание` | 13 |
| `не нашла у тебя такой записи` | 8 |
| `Такую команду я не знаю` | 8 |
| `для какого города` | 6 |
| `В какой день` | 6 |
| `пока не умею` | 5 |
| `Когда?` | 3 |
Those seven strings appear in 49 of 140 turns. Some turns carry two, because a
parked clarify appends to whatever else was said.
The 33.7s outlier is one note write on day 2. p95 improved against the week
despite it.
## The three defects worth diffing against
### 1. A parked reminder clarify still contaminates later turns
The week test called this the single worst thing to talk to and it is unchanged.
Nineteen turns carry a clarify tail. The worst run is day 1, turns 7 to 13,
which spans a day boundary:
```
что такое TCP? -> для какого города? На какое время поставить напоминание?
сколько будет 17 на 23? -> для какого города? На какое время поставить напоминание?
спасибо -> Сейчас 20:18. В какой день?
привет -> Сейчас 20:18. В какой день?
```
Note that `привет` and `спасибо` do not clear it, and neither does a new day.
### 2. Query sources that guess still claim turns they cannot answer
Weather took `сколько будет 17 на 23?`, `что такое TCP?` and `какая скорость у
меня сейчас?`, answering `для какого города?` to all three. The feed took
`какой у меня любимый язык?` and `хватает ли места под новые бэкапы?` and
answered with kernel headlines.
This is the exact class V-655 removes by marking a source `guesses: true` and
taking it out of `queryWalk`. Six turns here, so the re-run has a number to move.
### 3. A question can still be read as a capture
`что я сохранил про Сочи?` answered `Хорошо, сохраню.` The utterance is
interrogative and was routed to a write. `IsQuestionShaped` catches this
downstream on some paths and did not catch it here.
## What did work
Reminders with a spoken time land correctly, which is V-572 holding:
`напомни завтра в 9 утра купить хлеб` returned `хорошо, напомню завтра в 09:00.`
Facts round-trip. `запиши что новый роутер стоит 8000 рублей` then `сколько
стоил роутер?` returned the stored value. So did the wifi password and the
doctor's appointment.
World questions answer when no local source claims them first. `что такое NAT?`
returned a real definition.
Stage 0 answers land at 0.0 to 0.4s, unchanged.
## What this does not cover
The voice loop, because `mavwaked` and `mavenclient` are not deployed. Reminder
delivery, because nothing fired inside the run window. Telegram intake. And the
three-head routing model, which does not run in Go at all.