The workstation cannot keep a 7-14B resident: it would hold 16GB against the
owner's CPT runs, Correx and the manga-recap pipeline. So the process that
stays up costs no VRAM and the model comes and goes under it.
Contention is detected by presence on the KFD, not by a VRAM threshold. A ROCm
process registers under /sys/class/kfd/kfd/proc when it initialises HIP, well
before it allocates, so we see a contender during its startup instead of after
it has already lost an allocation race. rocm-smi is not installed on that box
and a per-second subprocess would get tuned down until useless, so this reads
sysfs and forks nothing.
Free VRAM is read only to decide whether to start. It is never a reason to
stop: by the time free VRAM has dropped, the other job has already failed.
The remote model cannot be a llama-server that is simply left running: a
resident 7-14B holds 16GB against the CPT runs the card is for. So what
is always up on the workstation is a supervisor, and llama-server is
loaded while the card is free.
Still not a scheduler. It arbitrates nothing between callers, and Maven
never asks it to start anything.
Seven cases. The load-bearing ones are the constraint from 483: an
unconfigured deploy never probes and always reaches the floor, a busy
card degrades silently with the remote untouched, and a remote that dies
between probes still completes the turn and corrects the cached answer on
its way out.
CompleteRemote is pinned not to fall back, because a named gap that
quietly became a 1.7B guess is the failure this whole split exists to
prevent. And 1000 Available calls are pinned to make zero probes.
Pair holds both models and decides which answers. A prober asks the
remote whether it will take work and caches the answer, so a request
reads an atomic bool rather than paying for a health check. Routing sits
at p50 825ms on the hot path and must never wait on a machine that may be
asleep.
The two methods are the two halves of the degradation rule in
docs/offload.md. Complete falls back silently, for routing, replies and
nudge phrasing, where the big model is only better. CompleteRemote
returns ErrRemoteUnavailable instead, for a world question, where the
1.7B does not answer worse but invents.
A nil remote is the unconfigured deploy: nothing probes, everything goes
to the floor, and the box behaves exactly as it does today.
483 is an umbrella and its children are the work, so what it owes them is
the shape they must all obey. docs/offload.md records it: the degradation
rule and where its line falls, admission control rather than a GPU
arbiter, the embedder staying on homesrv because it backs the classifier,
and the inventory of what runs a model on the box today.
CLAUDE.md gets a pointer, because an agent about to add a model caller or
touch a daemon seam needs to know this before it starts, not after.
It was untracked but not ignored, so one git add -A would have committed
MAVEN_AMBIENT_TOKEN. Same class as deploy/telegram.env, which is already
ignored.
Five hardcoded transports, three in internal/ipc and two in
internal/worker, all now go through the seam address. The unix perms
logic moved into netaddr, so the two copies of parentDir and the umask
dance are gone.
peerCaller already returned ok=false for a non-unix conn, so the
SO_PEERCRED path degrades correctly on tcp with no change.
Six cases. The load-bearing one is the first: every deploy in the tree
writes a bare path, and it must keep meaning a unix socket with no
handshake in front of the payload.
The rest cover the tcp seam: a good token round-trips, a wrong one comes
back ErrUnauthorized, a stranger that speaks HTTP at the port is dropped
while the listener stays up for the next peer, and a tokenless tcp bind
fails rather than serving his turns to anyone who connects.
internal/netaddr parses a daemon seam address and dials or binds it. A
scheme-less address is unix and behaves exactly as it does today: same
0700 parent dir, same 0600 socket, same bytes on the wire. tcp://host:port
is the new option, and it is what lets a module live on another host.
Over tcp the filesystem permission that authenticated the unix socket is
gone, and what crosses this seam is audio of the owner speaking. So a tcp
listener requires a shared token, checked in constant time before the
first protocol frame is read, and a peer that fails is dropped without
taking the listener down with it.
morning_routines, feeds, crawl.on_demand and netscan.enabled in
deploy/mavend.json; -ambient-token on mavweb, interpolated from a gitignored
/.env. All verified on the box: the dispatcher builds the morning plan,
/api/ambient answers 401/201, the crawler reads a named page, netscan finds 3
devices, and /events fills with scan:lan and ambient:notif.
Filed 482 (ambient reads a notification's wall clock as UTC). Corrected 479:
both capabilities work once configured, so it is not a routing defect.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01NJYcaBiuny9UGSpFweQVQ1
Ran sessions 1 and 2 on the live box.
Session 1 steps 1 and 3-6 pass. Steps 2 and 7-9 need a person at the box.
POST /api/chat is drivable with form encoding and a cookie jar, so the text
half needs no browser.
Session 2 confirms the deploy matches the bench at 72.7% full accuracy, and
contradicts two recorded numbers. The classifier scores 68.8% at p50 16.6us,
not 36.8% at 31ms. Router latency measured under contention again.
Also: 319 item 2 point 2 closes on the recall margin sweep, CheckFeminine has
a false positive on second-person masculine verbs, and the wake path cannot be
checked because mavwaked and mavenclient are deployed nowhere.
The plan named 40 task numbers on 2026-08-01. Ten open QA tasks were missing
and two of the named ones had closed, so the 44-of-50 header was wrong twice
over.
- header is 42 of 50, and every open task now appears
- placed the ten unlisted QA tasks: 14, 248, 249, 250, 258, 283, 284, 285,
286, 323
- new Operations sitting for 249 and 250, and a Query sources sitting for
258 and 286
- 14 and 284 join housekeeping: both are gated on something unbuilt
- dropped the 317 and 354 rows, closed 01-08-2026, with one line saying what
landed
- 319's gate recalibration is done; what is left is re-deriving QueryMinMargin
- 323 is down to the 60s startup timeout arm after PR #90
- new "Not this repo" section for 358 (Hexis) and 362 (training workspace)
- router latency is ~27x, not 90x; the 2.7s p50 was contention, not the model
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01NJYcaBiuny9UGSpFweQVQ1
Every phraser test built the phraser with NewLLMPhraserAt, which starts no
process, so NewLLMPhraser, spawnLlamaServer, startLlamaProc, llamaProc.Close
and extractPort sat at 0% while the package headline read 65.3%.
These drive the real spawn code against a fake llama-server script: the port
scrape, the three reachable startup-race arms (start failure, stderr EOF,
context cancel), and Close actually reaping the child. The orphan test
re-execs the test binary as the daemon, SIGKILLs it, and asserts Pdeathsig
killed the grandchild. The last test rebuilds the production command line and
checks kill-maven.sh's pattern still matches it — that pattern has gone stale
twice and leaked orphans both times.
Package coverage 65.3% -> 76.9%. The 60s timeout arm stays untested; it needs
an injectable clock in production code.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012YQGVXu5J1iCMCff5J4S1R
#400 rewrote the chat and query prompts in Russian and left three pieces
of English prose behind.
PhraseReminder's user prompt was fully English. It is Russian now, and it
no longer restates the JSON contract or the persona rules: the call goes
through chat(), so nudgeSystem already states both, and a second copy of a
contract is one more thing that can drift out of step with the first.
querySystemPrompt and router.KnowledgePrompt both closed with the English
"Respond ONLY with valid JSON:". That sentence is prose instruction, not
wire format — the JSON skeleton after it is the wire format, and it is
unchanged. Kept rather than deleted: the GBNF grammar makes it close to
redundant, but the grammar is switchable off (phraser NoGrammar), and the
sentence is the floor when it is.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018CotYKycuio1GwLbYh9jfc
Accepting a proposed routine gives the tick loop a standing new reason to
speak. DESIGN.md § "surface caps authority" puts that at layer 3, and says
voice is structurally incapable of layer 3 because a room mic is reachable
by anyone in the room. The /routines button was gated at step-up; the voice
path accepted outright. The two surfaces disagreed, so one of them was wrong.
A spoken "да" now leaves the row 'proposed' and sends him to /routines,
where the gated button is. A spoken "нет" still dismisses: declining does
not move the boundary outward, so voice keeps it.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018CotYKycuio1GwLbYh9jfc
dialogue.Slots gained Value in 925ce22, but toDialogueSlots never copied
it, so a clarifying answer carrying a fact payload still landed nowhere:
clarify.go:202 sends the answer through the converter, and the SlotValue
arm reads answer.Value.
Both converters now carry every field. TestSlotsParity compares the two
field sets by name and type; TestSlotsRoundTrip populates every router
field and checks the round trip, and fails the fixture itself when a new
field is left zero.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01QChoBS5qJSrCV98oNUnHNU
Checked the doable, epic and infra tiers against the code, not just the two
tiers V-447 asked about. Ten entries are already built. The two the ranking
calls blockers for everything below are among them: sqlcipher at-rest ships as
Store.enc plus OpenEncrypted, and mavweb/mavcaldav have nine test files
between them where the ranking says zero coverage.
Also built and still ranked as work: rule trace, recurring reminders (cron +
RescheduleReminder), stale-reminder burst collapse (collapseReminders),
revert (VoidLatestFact), digest mode, testing infra, passkey persistence.
Recorded as a section at the top of the archived file so the tiers underneath
are read with the corrections in hand. No tasks created: V-447 scoped task
creation to the mandatory and easy tiers.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Xwomr2cT93KMSz9u3digX5
Checked the mandatory and easy tiers against the code instead of trusting the
2026-07-03 ranking. Two were already built and their tasks closed unstarted:
quiet hours (QuietHoursConfig + the care gate in internal/loop/loop.go:37) and
schema migrations (internal/store/migrations.go on PRAGMA user_version, 12+
steps shipped).
Three more were narrowed to what is actually missing. Destructive-confirm has
a mechanism and no policy: store.Tool.Destructive is one boolean, not a risk
tier. Bounded follow-up state has dialogue.Session with a TTL and slot
inheritance; what it lacks is Candidates, so "второй" resolves against nothing.
Clarify has a gate that can ask and one hardcoded sentence to ask with
(internal/voice/replier.go:56, which replier_llm.go hands straight through).
The other six were confirmed absent: list_items, capability model, go.mod
tidy, conversation repair, command history, pronunciation dictionary.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Xwomr2cT93KMSz9u3digX5
PROGRESS.md and 20-07-2026-BACKLOG.md were state snapshots that git log and
the Vikunja board already carry. Everything PROGRESS.md claimed as shipped is
a QA task. The backlog's only untracked item, bounded follow-up state, is now
V-448.
maven-feature-ranking.md moves to docs/archive/2026-07-03-feature-ranking.md
instead of dying. Its mandatory and easy tiers became V-449 through V-458; the
doable and epic tiers are reasoning about why things are not worth doing yet,
which no task captures.
Four code comments and the design.md ledger pointed at the deleted files.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Xwomr2cT93KMSz9u3digX5
Seventeen markdown files at the repo root, twelve of them dated one-shot
reports sitting next to CLAUDE.md. That is why stale docs read as
current: nothing in the path said which was which.
Root now keeps CLAUDE.md and AGENTS.md. Living docs move under docs/
and carry a Last verified line. Dated measurements move to docs/evals/
ISO-prefixed, and are never edited after the day, so a newer number is
a new file. The senior review moves to docs/archive/.
Every reference was rewritten across markdown, Go comments, the Makefile
and the recall fixture. The touched Go packages still build.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
task start and task pr already own the branch, the identity and the PR.
What was missing sat on either side of them.
pickup runs task start, reads TASK.md and any handoff, then restates the
assumption set and stops. That pause is the point: every wasted session
here began with an agent that inferred the goal instead of stating it
back. wrap runs the tests, updates the durable docs, commits in slices,
calls task pr, and records in Vikunja what task pr cannot know.
HANDOFF.md is gitignored and injected by a SessionStart hook. It holds
what the next agent needs to resume and nothing else. TASK.md is the
brief for the branch and does not change. Anything that would still
matter next week goes to Vikunja, CLAUDE.md or docs/.
CLAUDE.md documented none of this, which is why an agent would rebuild
it. It does now, including the two hooks in ~/.claude/hooks.
.claude/ was ignored wholesale. The workflow is now tracked, because how
a session behaves should be reviewed like code.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Two git hooks, tracked in .githooks and wired with core.hooksPath so a
fresh clone gets them with one config line.
pre-commit refuses master and refuses more than 300 changed lines in
non-markdown files. Markdown is exempt because docs land as one batch.
This is a commit-time guard, which diff-budget.sh is not: that hook
blocks the agent's edits and says nothing when either of us commits.
commit-msg requires (V-<id>), not (#<id>). Gitea autolinks # to its own
issues, and Vikunja is the tracker.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Two things the deploy did not settle: the turn was slow off a cold start and
that number is not yet trustworthy, and the personal boundary still has never
run on the box.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
8080 is taken several times over on this box, and the container name is the
only thing addressing it, so the port is ours to pick.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The evidence branch of PhraseQuery framed every source as "твои заметки" and
joined them into one quoted run-on. A live search snippet is not his note, and
a run-on gives a 1.7B one blurred claim to merge rather than sources to answer
from. That is the shape that named Левитан as the author of Война и мир.
Sources now arrive numbered, one per line, and the system prompt says three
ways that the answer comes out of them: only from the sources, say plainly
when they do not answer, add nothing of your own.
Blank sources take the knowledge branch. One empty string used to reach the
evidence branch and ask the model to answer from an empty list, which is the
one prompt guaranteed to make it fill the gap from memory.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Owner's call. The code default stays off — no `search` block still means no
query leaves the LAN — but the deployed config now carries one, so a question
that is not about him reaches SearXNG before it reaches the ZIMs.
Nothing runs at http://searxng:8080 on homesrv yet. That is the designed
degradation and not a broken turn: an unreachable instance falls through to
Kiwix and she never says the search failed.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The replier and the meeting summariser were the two call sites without a
GBNF. Both are exactly the shape that makes a Thinking variant answer with
its reasoning as prose, and neither had anything downstream that could
remove it.
The replier already parses {"response","mood"}, so it now sends the phraser's
grammar for that contract, exported once as phraser.ResponseGrammar so the
two definitions cannot drift.
The summariser stays text-in/text-out. The JSON wrapper is attached and
unwrapped in the daemon's Completer, so internal/capture is unchanged and a
Completer without a grammar still works.
The simulator told routing from phrasing by "has a grammar", which stopped
being true here; it now looks for the intent enum.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The offline encyclopedia was the only world source, and it reads what was true
when the ZIM was built. A self-hosted SearXNG now asks first and Kiwix is the
fallback for an empty result, an unreachable instance or no line out. Owner's
ruling, 2026-08-02.
internal/websearch is deliberately thin: no rewriter (SearXNG ranks through
real engines, so the Russian question goes out as he asked it), no page fetch,
no cache. It cannot read the store, so only the query string can leave the box.
The personal boundary is unchanged and still sits above this source, so a
question about him is never searched.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BFaeSbLMEVG5ey8tejU3y2
The budget was cut to 60s because a five-minute evaluation held the single
llama-server slot, and a voice turn arriving mid-evaluation waited behind it.
That collision is now solved where it belongs: the background client yields the
slot while a turn is in flight.
With the gate in place the short budget only truncates a Thinking model
mid-synthesis, which costs an observation and saves no latency on any real turn.
Kami's call, 2026-08-02.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BFaeSbLMEVG5ey8tejU3y2
Three documentation changes and one deletion.
CLAUDE.md and AGENTS.md gain the Nexus/Praxis/Hexis sections that were written
last session and never committed: what each service owns, where Maven's client
for it lives, and the rules that are not negotiable.
The p50 latency figure was wrong in two files. CLAUDE.md said the cascade costs
2.7s and that the LLM router is 90x slower than the classifier. Both come from
the bakeoff table, where the number is contention on a shared llama-server, not
the model. ROUTING-EVAL-31-07-2026.md line 61 says so and measures the router at
p50 825ms / p95 1.2s / max 3.0s. Corrected in CLAUDE.md, and the bakeoff table
now carries a header pointing at the routing eval for absolute latency. Latency
work was about to be planned off a number that was never real.
HANDOFF.md is deleted. It described work sitting on fix/integrated waiting for a
fast-forward onto overnight/eco-versioned-traces. Neither is true: master
contains that tip plus 22 commits, and both branch pointers are stale. The three
live defects it recorded move to PLAN-DETERMINISM-02-08-2026.md, which is now
the only planning document.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BFaeSbLMEVG5ey8tejU3y2
"во сколько у меня встреча" fell past the calendar, reached Kiwix, matched
an article on the 2015 CPISRA World Games and came back phrased as his
meeting. Inventing is worse than refusing, and as `system` this used to say
"пока не умею".
A new source sits between the notes pass and Kiwix: a question carrying a
possession marker ("у меня", "мой", "my", "do i have", "did i") that his own
data did not answer has no answer outside it either, so the walk stops there.
The markers are possession, not first person, so "как мне сварить борщ" still
reaches the encyclopedia.
This is also where CLAUDE.md's privacy line lands: only the utterance may
leave the box, and a question about him carries his life in the utterance.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TrVSBKe3RFDF4fGYKWYQnX
wireVoice runs before the tick loop exists, so it could only be handed
the bare store adapter — and that adapter answers DayPlan with "not
available via direct store API", because a day plan is assembled by the
tick loop and is not a table to read. So queryDayPlan, which the query
chain reaches for "какие у меня планы на сегодня", failed for every
caller on the deployed daemon.
main already back-patches the other direction (daemonAPI.chatFn =
handler.handleText). This is the same seam in reverse, at both wiring
sites. No recursion risk: nothing in the voice path calls api.Chat.
With the plan reachable, it recited its reminders as literal JSON. The
payload unwrapper existed but was private to the phraser, so the day
plan had its own non-unwrapping copy. One owner now, store.ReminderText,
with the phraser delegating to it.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TrVSBKe3RFDF4fGYKWYQnX
rememberTurn runs after followUpMerge, which has already inherited a
Text slot from the previous same-intent turn, so the fill-if-empty rule
pinned the first topic of a run of query turns and never released it.
"во сколько у меня встреча", then "какие у меня планы", then "а завтра?"
continued the meeting — two turns stale.
Overwrite for system and query, where Text is a topic and not a payload.
A continuation is the exception and keeps what it inherited: its own
utterance is the ellipsis, and the topic it carries is the real one.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TrVSBKe3RFDF4fGYKWYQnX
"что у меня сегодня" and "что у меня в календаре сегодня" both routed
IntentSystem on the deployed daemon, and replySystem has no agenda arm,
so both answered "пока не умею". The calendar source that can answer
them lives in the query chain and was never reached. The fixture has
said query since ru-query-019 was written; the daemon disagreed with the
fixture and the daemon was wrong.
AgendaQueryGrammars routes them at stage 0, after the clock rules so
"какой сегодня день" keeps reaching replySystem. Intent only — which
source claims the turn stays the query chain's decision.
This is what made the follow-up continuation look like it only worked
for "what day is it". It did: the query half inherited an intent whose
handler could not answer, so both halves came back "пока не умею".
Measured on the 77-case RU fixture: full accuracy 70.1% → 72.7%,
intent-only 75.3% → 77.9%, calendar 0/2 → 2/2, clarify counts unchanged.
The eval harness wires the new grammars too, or the fixture would stop
being a measurement of the daemon.
Go's \b is ASCII-only and never fires after a Cyrillic letter, which the
first version of the pattern learned the hard way.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TrVSBKe3RFDF4fGYKWYQnX
The follow-up continuation re-aimed Slots.Time, but every query source
matches on dec.Utterance and nothing in the chain reads it. So the
inheritance bought almost nothing: "какие планы на сегодня" then "а
завтра?" missed day-plan's matcher and fell to the calendar, which had
parsed the day out of the raw utterance anyway.
Worse than nothing in one place. queryFactByKey runs first and claims on
HasKey plus HasTime, both of which the continuation sets, so a keyed
query continued with "а вчера?" answered "я записала это <the fact's own
timestamp>" and dropped the day entirely.
Widening the topic for every source would have made it worse still, not
better: CalendarEvents is the only CoreAPI call that takes a date, so
ten date-blind sources would have answered a question about tomorrow
with today's data. Gate instead of widen — a continuation is only
offered to a source that reads the day, and when none claims it she says
so rather than "не знаю", which reads as "nothing tomorrow" when she
never looked.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TrVSBKe3RFDF4fGYKWYQnX
claude
kami
kami