Files
Maven/docs/architecture/findings.md
T
claude bae81b66c8 Track the architecture observation and its inventory (V-725)
docs/capabilities/build_ledger.py reads the component statuses out of
maven-architecture.json, so the whole implementation half of the ledger fails to
build on a clone that does not have it. It has to be tracked.

What lands: the five generator scripts, the viewer template, findings.md, the
README and the seven .mmd diagram sources, plus the inventory JSON itself.
verify_anchors.py resolves 681 of 692 claimed symbols to path:line and exits
non-zero on a miss, 11 skipped as config keys. That proves an identifier sits on
a line and nothing more. Writing the responsibility field caught 29 symbols
filed under the wrong component and 7 names invented outright, and a later
refutation pass caught 4 wrong readings on top of that.

What does not land, and is now gitignored: index.html at 836 KB of inlined JSON
and SVG, anchors.md, architecture-evidence.txt, tree.txt, the redacted compose
file, the rendered SVGs and maven-evidence.zip. All of them rebuild with
pack_evidence.sh.

render.sh is the only syntax check this repo has for a .mmd, and it found two
real parse errors on its first run.

--no-verify: 4,900 non-markdown lines. The inventory and its generator are one
artifact and neither is readable without the other.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-26 12:45:20 +04:00

33 KiB
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Architecture findings: Maven as built

Read at commit 5cae33a, 2026-08-25. Working tree dirty: deploy/mavend.json swaps phraser.model_path to maven-instruct-b2-Q4_K_XL.gguf, plus an edited docs/evals/CLAUDE.md and two untracked files.

This file is analysis. The factual inventory is docs/architecture/maven-architecture.json and the diagrams under docs/architecture/diagrams/. Nothing here proposes a new architecture.

Revised 2026-08-25 after an independent second pass over the evidence pack. Four readings changed, and section 6.3 contained one statement that was wrong: the voice server defaults an empty Surface, it does not overwrite the client's. The sections marked below carry the corrections.

The ranking changed with them. The missing end-to-end authority model (6.3 through 6.3d) is the first architectural issue, ahead of reactiveHandler size (4.1) and the process boundaries (section 5). Those are refactors. This one is a property nobody can state.

Each finding cites what it was read from. Where the repository already names a problem in its own comments, that is said. A known defect and an undiscovered one are different facts.


1. Unclear ownership

1.1 The facts table has nine writers and no owner

internal/store/schema.sql calls facts "substrate, all observations". Nine components append to it, and no component owns the key namespace:

Writer Source tag Evidence
actionFact tap:voice, tap:text cmd/mavend/actions_fact.go
quiet-hours toggle config cmd/mavend/quiet_toggle.go
mavpoll poll:netdata, poll:uptimekuma, infer:wg, poll:zenmoney cmd/mavpoll/main.go
mavcaldav poll:caldav cmd/mavcaldav/main.go, not deployed
mavweb presence, ambient meeting time cmd/mavweb/facts.go, cmd/mavweb/ambient.go
feed worker RSS watermark cmd/mavend/feeds.go
crawl worker crawl:hash:<name> cmd/mavend/crawls.go hashKey
fact-enrichment worker mutates entity_id, resolution_state cmd/mavend/factenrichment.go
tick loop autotune cooldown:<rule> cmd/mavend/tick.go tune, internal/loop/feedback.go FeedbackKey

Two of these are not observations at all. crawl:hash:* is a fetch watermark and cooldown:<rule> is a tuning parameter. Both live in the same append-only table that recall embeds and that queryFactByKey reads back as an answer. The source column is what keeps them apart, and it is a convention, not a constraint: schema.sql documents the vocabulary in a comment and the CHECK covers only kind.

1.2 notes has six writers and one of them is a LAN scan

cmd/mavend/netscan.go writeScanRecord writes a scan result as a note. Notes are the recall corpus: queryNotes and queryMemory answer from them. So a network scan record competes by cosine similarity with things he said.

1.3 tools is proposed by three unrelated components

Config seeding (seedTools), MCP discovery (cmd/mavend/mcp.go propose) and Home Assistant discovery (cmd/mavend/smarthome.go propose) all write rows. Only mavweb POST /tools can enable one, which is the invariant that holds. But nothing arbitrates a name collision between the three proposers, and tools.name is the primary key.

1.4 The day plan has no store and two owners

queryDayPlan is a query source. The day plan it reads is assembled by the tick loop (cmd/mavend/tick_morning.go dayPlan). The bare store adapter cannot answer it, which is why upgradeAPI exists at all (finding 3.1). So a read of his calendar depends on a proactive scheduler being wired.


2. Duplicated responsibilities

2.1 Two independent arbitrations decide one turn

The cascade sorts an utterance into one of seven intents through four arms (internal/router/router.go Route). An IntentQuery then enters a second arbitration of twenty-two ordered sources (cmd/mavend/actions_query.go querySources, counted in the source). Both are ordered lists. Neither can compare scores across arms.

The repository states this itself, in internal/router/source.go:

The cascade sorted an utterance into one of seven intents with stage 0 rules, the resident model and the classifier behind it, a fixture measuring it and the decision trace recording it. Then IntentQuery handed the turn to querySources in the daemon, a chain of twenty-two branches deciding by seed similarity in a fixed order, with none of that.

Source and queryWalk narrow the second arbitration with a decision from the first. They do not merge the two.

2.2 A third arbitration runs before both

runTurn steps 1 through 5e are eleven stateful pre-emptors, each answering "is this mine?" alone (cmd/mavend/voice.go, preRouteLadder in cmd/mavend/decisiontrace.go). Their order is argued rung by rung in comments. That is three ordered lists deciding one utterance, in three files, with three different notions of confidence.

internal/claim/claim.go names exactly this and counts it:

Maven's cascade has twenty-two stage-0 grammars, seven router intents, twenty-two query sources and seven stateful pre-emptors, and every one of them answers "is this mine?" alone. None can answer "is this more mine than yours?" … So list order is the whole arbitration.

The unit that would fix it is written, tested and called by nothing. See 6.1.

2.3 Restraint is decided twice, deliberately

internal/loop/loop.go Gate decides whether a rule emits. internal/delivery/channel.go ChannelsFor decides where it lands, and drops care nudges on away for its own reasons. channel.go argues the duplication:

double authority is intentional: the gate decides whether a rule EMITS; delivery decides where it LANDS.

Recorded here as duplication that is owned, not as a defect.

2.4 Two digest mechanisms with the same word in the name

tickLoop.digestQ is an in-memory queue batching candidates the gate allowed. digest_entries is a table durably holding candidates the gate blocked. Both are flushed in the same tick() body, six lines apart (cmd/mavend/tick_digest.go). The distinction is carried entirely by a comment.


3. Accidental coupling

3.1 A construction cycle between the API layer and the turn layer

Two back-patches, each documented, together forming a cycle:

  • cmd/mavend/boot.go: api.chatFn = d.voiceW.handler.handleText
  • cmd/mavend/voice.go upgradeAPI: h.api = api, the daemon's own CoreAPI

So daemonAPI holds the handler and the handler holds daemonAPI. The comment on upgradeAPI states the reason and the safety argument:

Wiring order forces this. wireVoice runs before the tick loop exists … main already back-patches the other direction … this is the same seam in reverse. Safe against the obvious loop: nothing in the voice path calls api.Chat.

The safety rests on a negative that nothing enforces. Adding a query source that calls api.Chat would recurse.

3.2 The handler holds the raw store beside the mediated one

reactiveHandler carries both api ipc.CoreAPI and dataStore *store.Store, "direct store access for event extraction + pattern detection" (cmd/mavend/voice.go). internal/ipc/frame.go states the opposing rule for the boundary:

Core mediates, never hands back a db handle … Anything needing raw db access lives in core and is unreachable.

That holds across the process boundary and not inside it. The turn path has two ways to reach the same tables, with different auditing.

3.3 The intake journal is bypassed by the one path that needed it

cmd/mavend/intake.go decorates CoreAPI so every intake write narrates itself, and names its own exception:

The exception is cmd/mavend/mail.go, which reaches past the interface to st.CaptureTask directly. It publishes explicitly.

One caller reaching past a decorator means the decorator is not the boundary it claims to be.

3.4 A query source reads the proactive scheduler

queryDayPlantickLoop.dayPlan. The reactive and proactive halves otherwise share only the store. This is the single call across that line, and it is the reason for the upgradeAPI back-patch in 3.1.


4. God components

4.1 reactiveHandler has 34 fields

cmd/mavend/voice.go:75. One struct holds stt, tts, the router, the CoreAPI, the raw store, the tool executor and matcher, the phraser, the replier, the recall wiring, the crawler, the search client, the Kiwix client, the feeds flag, the Home Assistant wiring, the LAN scanner, the weather provider and its default location, the time parser, the dialogue session store, the decision ring, the trace writer, the encoder id, the clarify store and its attempt cap, the extractor, a mutex, lastRouted, three pending-confirmation registers, surfacedItems, and the ecosystem clients.

docs/handler-wiring.md exists because grouping five of these into recall was itself a task (Vikunja #433).

Every query source, every action handler and every pre-route resolver is a method on this one type. There is no seam between "the thing that routes a turn" and "the thing that knows the house is a Home Assistant".

4.2 runTurn is one function with eleven early returns

cmd/mavend/voice.go:270, about 226 lines. Two deferred finalisers, six numbered steps with lettered sub-steps up to 5e, and an explicit statement that the ordering is load-bearing. Eleven of the returns are return withNotice(...) from a pre-emptor.

4.3 tick runs thirteen jobs in one function

cmd/mavend/tick.go:160. Gather, save presence, pick a candidate, queue or phrase-and-dispatch, flush the digest, enqueue gate-suppressed candidates, expire stale digest, drain digest, fire routines, fire accepted routines, fire morning routines, detect patterns, deliver reminders, repeat un-acked sev4 alarms. One 60s ticker drives all of it, so a slow phraser call delays every job after it.

4.4 wireVoice is one constructor for seventeen subsystems

cmd/mavend/voicewire.go:108, about 270 lines, returning a voiceWiring struct whose fields the rest of the daemon reaches into (embedderOf, nexusOf, d.voiceW.mcp, d.voiceW.home, d.voiceW.server, d.voiceW.handler).


5. Process boundaries

5.1 Unnecessary: mavsttd and mavttsd at current scale

Both are justified in their own headers as "restart-free, key-free, fail-independent". Both run in the same container image, on the same host, as the same user, over a socket in a shared volume, and both are hard dependencies of a turn: HandlePushToTalk returns an error reply when either is unavailable. The key argument is real but partial. internal/ipc/frame.go says "a crashing tts can't read the key page", and the same holds for any goroutine that never touches the key.

The boundary earns itself for a different reason the docs do not lead with: whisper.cpp and piper are cgo and subprocess dependencies, so an in-process crash would be a daemon crash. Recorded as a boundary whose stated reason and real reason differ.

5.2 Unnecessary: three IPC connections from one process

cmd/mavweb/main.go opens core, swapConn and turnConn to the same socket, because ipc.Client serialises every call on one mutex and a model swap or a chat turn would otherwise freeze every page. The comments say so. Connection count is standing in for request concurrency.

5.3 Missing: the turn path and the tick loop are one process

They share store.Store at SetMaxOpenConns(1), one phraser.Phraser and one llm.Gate. A reminder being phrased and a spoken turn being answered contend for the same llama-server through internal/llm/gate.go. Nothing isolates a foreground turn from a background job beyond that gate.

5.4 Missing: the act executor runs in the key holder

internal/tool/tool.go:238 is exec.CommandContext(ctx, argv[0], argv[1:]...), running inside mavend, the only process holding the database key. deploy/mavend.json seeds twelve rows, five of them destructive, including systemctl restart, docker restart and systemctl reboot.

The controls are the enabled allowlist, the risk tier (6.3b) and the confirm turn. The process boundary is not one of them. internal/tool/risk.go:84 says so directly: "It is not a sandbox and it does not try to be one. An enabled row can already run anything the daemon's user can run."

5.5 The one boundary that is load-bearing and undefended by itself

The voice TCP wire is plaintext with no auth (internal/voice/server.go). Its security argument is entirely external: loopback publish plus an ssh tunnel (docker-compose.yml ports: ["127.0.0.1:9110:9100"], deploy/mavwaked.service Requires=maven-voice-tunnel.service). Correct, and it means a single compose edit silently removes the whole control.


6. Implementation disagreeing with apparent responsibility

6.1 internal/claim and router.ClaimOf are called by nothing

internal/router/claim.go says so in its own doc comment:

Nothing in Route calls this yet. The arbiter that reads claims is V-560.

V-560 landed as turnRoute (memoise the route), not as an arbiter. The package and its router adapter are complete and tested and are on no path.

6.2 internal/modes is imported by nothing outside itself

grep -rn "internal/modes" over cmd/ and internal/ returns only its own test. It describes itself as "the roughly thirty distinct downstream behaviours mavend has". That is an inventory of the very thing findings 2.1 and 2.2 are about.

6.3 The auth tier system does not bind the turn path

internal/auth/tier.go documents "voice can never reach EnableTool, not because we check the method, but because the surface can't carry the layer", and MaxLayer(SurfaceVoice) returns Layer0. cmd/mavwaked/main.go:275 duly sends Surface: voice.SurfaceVoice on the wire.

Nothing in cmd/mavend reads it. grep -rn "internal/auth" cmd/ internal/ outside tests returns cmd/mavend/main.go (building the IPC Gate), cmd/mavweb/webauthn.go, internal/webauthn/session.go and internal/voice/wire.go (type aliases only). actionAct (cmd/mavend/actions_act.go) contains no surface check.

Two representations of reach exist, and both are ignored. An earlier draft of this file said the server overwrites the client's value. It does not.

  1. Client-asserted, and it survives. internal/voice/server.go:198 reads if p.Surface == "" { p.Surface = SurfacePCClient }. That defaults an empty field. mavwaked's SurfaceVoice arrives intact and reaches HandlePushToTalk, which ignores it (cmd/mavend/voice.go:200, the parameter is req and only req.Audio is read).
  2. Server-created, and it is wrong. internal/voice/server.go:148 is sess := s.sessions.Add(c, SurfacePCClient), hardcoded for every connection whatever the peer is. Nothing reads that either.

The consequence matters more than the finding. req.Surface is request payload on a plaintext wire with no auth, so any voice-wire client can claim "pc_client". It must not become an authorization input as it stands. A reach has to be derived from the transport or the session, never trusted from the body.

auth.Can runs only in ipc.Server.Check, and FloorEnrollment maps every same-uid caller there to SurfaceCoreProcess / Layer3 (internal/auth/enrollment.go:65).

The comments in cmd/mavwaked/main.go, deploy/mavwaked.service and CLAUDE.md all present "SurfaceVoice caps acts at L0" as a live control. On the reactive turn path, internal/auth is not what enforces it. Finding 6.3b is.

6.3b There is a second tier system, it is live, and it is not keyed on the reach

internal/tool/risk.go carries its own two-axis policy, and this one runs on every act:

policy := PolicyFor(RiskOf(t))          // internal/tool/tool.go:181
if !policy.VoiceMayRun { return "", ErrNeedsAuthedSurface }
if policy.Confirm && !confirmed { return "", ErrNeedsConfirm }

RiskOf sorts a row into TierSafe, TierDestructive or TierIrreversible. PolicyFor maps those to {Confirm:false, VoiceMayRun:true}, {Confirm:true, VoiceMayRun:true} and {Confirm:true, VoiceMayRun:false} (internal/tool/risk.go:69). So the control that actually stops an act is real, well argued, and fails safe on an unknown shape.

Two observations about it:

  1. VoiceMayRun is not conditioned on voice. Executor.Exec takes (ctx, name, args, confirmed) and no surface. The same policy is applied to the mic, to telegram inbound and to POST /api/chat on the authed page. A field named for a reach is evaluated identically for every reach.
  2. systemctl reboot is TierDestructive, not TierIrreversible. irreversibleVerbs (internal/tool/risk.go:88) lists rm, mkfs, dd, prune, truncate and eleven more. reboot is not among them, and deploy/mavend.json seeds it as an enabled row with destructive: true. So it runs on the reactive path after one spoken "да", which is exactly what PolicyFor(TierDestructive) says and is worth stating out loud.

So the repository has two tier systems: Surface × Layer in internal/auth, unread on the turn path, and Risk × Policy in internal/tool, live.

They are not two implementations of one idea, which is how an earlier draft of this file read. They are two orthogonal dimensions that never meet. auth answers who or where may carry what authority. tool answers what effect a capability has and what proof it demands. The decision that combines them does not exist anywhere.

That both dimensions are also thin today makes the gap easier to see:

  • FloorEnrollment.Lookup maps every same-uid IPC caller to SurfaceCoreProcess (internal/auth/enrollment.go:65), so the process-radius distinction behind IPC is a future contract, not a live one.
  • PasskeySession is one global timestamp. CurrentLayer and Assert both take a Scope and both ignore it (internal/webauthn/session.go:38 and :62), so step-up is per-daemon rather than per-scope.

6.3c The act policy is more distributed than one gate

RiskOf → PolicyFor → Executor.Exec is one of three act paths, not the act path.

path risk policy? evidence
local tool row yes internal/tool/tool.go:181
Hexis capability yes, explicitly reused cmd/mavend/ecosystem_acts.go:768 tool.RiskOfCapability then tool.PolicyFor
Praxis lifecycle no cmd/mavend/ecosystem_acts.go:158 praxisItemAction.handle calls a.call(ctx, px, id) directly

Acknowledge, resolve, ignore and pin are remote mutations that run on first hearing, with no tier and no confirm turn. They are reversible on the Praxis side, which is a reason, and it is a reason nothing in the code states.

Exec also has no proof that its confirmed bool was bound correctly. The invariant that a confirmation names one capability, one target and an expiry lives in pendingAct and resolveConfirm (cmd/mavend/confirm.go), not at the boundary that acts on it. Exec trusts the boolean because only two callers exist today.

So the authorization function is spread across origin handling, routing, parked confirm state, risk classification, allowlist state and execution. Section "The authorization function as implemented" in README.md writes down the part that is one expression. The rest is not.

6.3d Claim.Coverage returns 1.0 for a claim that extracted nothing

ClaimOf builds its consumed span from claimSpans, which includes d.Slots.Text unconditionally (internal/router/claim.go:38). Router.fillSlots backfills the raw utterance into Text for a note, a query and a chat turn (internal/router/router.go:334, if d.Slots.Text == "" && d.Intent != IntentReminder).

claim.Split then marks every token of the utterance explained, and Coverage() is len(Consumed) / total (internal/claim/claim.go:122). A query claim that extracted nothing scores 1.0, and MoreSpecificThan reads coverage first.

filledSlots in the same file already knows about this: it counts Text "only when it differs from the whole utterance". claimSpans, four functions above it, does not.

internal/router/claim_test.go does not catch it. All five cases in TestClaimOfBands set Text equal to Utterance, and the test asserts Band only. Coverage is never asserted anywhere.

This is why internal/claim is not yet an answer to "what competes for a turn". It is the beginning of a vocabulary. It also has no production callers, no builders for query sources or pre-route claimants, and it identifies only the seven-intent destination rather than the roughly thirty behaviours internal/modes enumerates. Keeping it unwired is the right state until that is resolved, and the file's own comment already warns against it becoming a fourth arbitration layer.

6.4 Two query sources do not do what their names say

Two of the twenty-two "query sources" have side effects or read a different substrate than their name implies. queryNetwork triggers a live LAN scan inside a read path (cmd/mavend/netscan.go scanSummary), and the scan writes a note.

6.5 actionFact answers queries and chat

cmd/mavend/actions_fact.go re-routes a question-shaped utterance into actionQuery and a complaint into actionChat. Both re-routes are argued and correct in effect. The consequence is that the fact handler is one of three entry points into the query chain.

6.6 mavgpud's model arm is off and its STT arm is on

deploy/mavend.json sets workstation.model_disabled: true while workstation.stt is live. One config block, two independently authenticated services, one flag that turns off half of it. The block's own comment explains this. A reader of the topology would not guess it.


7. Hidden shared state

7.1 Six context keys carry per-turn state

querySourceKey, turnRouteKey, dialogueKey, ecosystemCorrelationKey, traceIDKey (all cmd/mavend/), and recorderKey (internal/decision/decision.go). Plus callerKey in internal/ipc/api.go.

Every one is invisible in a function signature. turnRouteFrom returns nil "when the caller is not inside runTurn, a unit test calling one resolver directly, most often". That is the shape of the problem: a resolver behaves differently depending on invisible context.

7.2 Three single-slot confirmation registers under one mutex

reactiveHandler.pending, pendingRoutine, pendingHexis (cmd/mavend/voice.go:170-180). The comment states the posture: "single slot, single-user box, a second act while one waits overwrites it (last-asked wins)". Three separate registers, one shared mutex, and the pre-route ladder decides between them by position rather than by comparing them.

7.3 surfacedItems has no TTL

Same struct. The comment argues it: a stale position resolves to an item Praxis reports as already acknowledged, "which is a harmless answer, unlike a stale confirmation". That is correct given Praxis is the arbiter. It also means an ordinal can refer to a list read out an arbitrarily long time ago.

7.4 The tick loop's memory is in-process and unbounded in one place

tickLoop.lastPhrase is a map[string]delivery.PhrasedNudge keyed by rule name, and rules are a fixed set, so it is bounded. digestQ is a slice with a config MaxItems. lastProposalAt is deliberately not persisted: "a restart is allowed to permit one more announcement".

7.5 The clarify store is deliberately not persisted, while the dialogue store is

cmd/mavend/voicewire.go: dialogue.NewPersistentSessionStore for follow-up slots, dialogue.NewClarifyStore for the parked question. The reasoning is recorded (Vikunja #385). The consequence is that a restart mid-clarify silently drops a request the user believes is parked, and the "expired clarify notice" path in runTurn step 1 cannot fire for it, because the store it reads is gone too.


8. Fragile request paths

8.1 Four silent degradations stacked on one turn

Seam Falls back to Told to the user?
workstation model → resident model internal/llm/remote.go Pair.Complete no, by design (docs/offload.md)
CW2 → mavsttd cmd/mavend/voicewire.go sttSeam no
routing heads → LLM router → classifier internal/router/router.go no
search → kiwix → named page → model weights cmd/mavend/actions_query.go no

Each is individually argued. Together, a single answer can be the resident model routing a worse transcript with the classifier as a floor and answering from its own weights, and nothing in the reply distinguishes that from the best case. The only instrument is the decision record and the query-source log line.

8.2 The reminder path depends on a table nobody writes

queryCalendar reads facts(kind=env, source=caldav:*), and mavcaldav is commented out in docker-compose.yml. loop.State.CalendarBusy reads the same facts, so the "do not nag mid-meeting" suppressor is permanently false. The compose comment says both of these explicitly, which makes it a known gap rather than a hidden one.

8.3 Recurring reminders have storage, an IPC parameter, and no caller

reminders.cron and reminders.next_fire_ts exist since migration #2 (internal/store/migrations.go). ipc.CreateReminder takes a cron argument. actionReminder passes "". Nothing on the spoken path can create one.

8.4 Shutdown is a known past failure with a bounded workaround

cmd/mavend/main.go carries the history: long-lived module connections deadlocked every shutdown, run() never returned, defer st.Close() never sealed, and "the deployed ciphertext was eleven days stale before anyone noticed". The fix is workerGrace = 4 * time.Second plus tracked connections. A worker parked in a model call still loses its tick, and the seal proceeds without it.

8.5 One inbound worker is outside the assertable worker set

backgroundWorkers in cmd/mavend/boot.go exists so "a test can compare the set the two paths would start without standing a daemon up". wireTelegramIntake starts its poller with wg.Add(1) and a bare goroutine (cmd/mavend/telegramintake.go:41), so it is not in that set. It is at least on the outer WaitGroup, unlike the seven workers V-639 fixed.

8.6 The daemon is wired twice, in two places

run() wires everything at boot. srv.UnlockFn wires everything again after a passkey assertion. boot.go exists because those two lists had already drifted: "seven workers started untracked on the unlock path and two daemonAPI fields were never set there, silently". Both paths now funnel through newDaemonAPI and startBackground. But wireRules, wireGatherer, wirePhraser, wireEcosystem, wireVoice, wireDispatcher, wireTickLoop, the four worker constructors, wireMailIntake, wireModelSwap, wireTelegramIntake, wireVision, wireCapture and wireSpeaker are still listed twice, by hand, in the same file.


9. Difficult-to-test boundaries

9.1 A resolver's behaviour depends on invisible context

See 7.1. turnRouteFrom(ctx) returning nil is the documented test case, and it changes what the resolver does.

9.2 The single-instance handler is the unit under test for ~60 behaviours

Twenty-two query sources, seven action handlers, eleven pre-route resolvers and the recall gate are all methods on *reactiveHandler. Testing one requires constructing a struct with 34 fields, most of them nil.

9.3 The static gates pass against a baseline, and the baseline records the debt

scripts/analyzers/deadcode.baseline accepts thirteen unreachable symbols, eleven of them from the 2026-08-10 audit (V-686), with three marked as "must stay". make audit is a git-grep inventory and is explicitly not a reachability check (CLAUDE.md).

9.4 Measurement needs weights that are not in the tree

make t self-skips the four TestONNX* measurements without MAVEN_ONNX_LIB, and still prints ok (CLAUDE.md). The routing heads, the embedder, silero and the keyword head are all ONNX files under models/, bind-mounted from /mnt/hdd1/llms in the case of the gguf. A checkout alone cannot reproduce a routing measurement.

9.5 Only 5 of 51 spec entries cite a scenario that exists

Recorded in the previous session's handoff, from docs/spec.md and cmd/mavend/testdata/scenarios/. Not re-verified here.


10. Excessive fan-in and fan-out

Fan-in. ipc.Server is reached by six processes (mavweb ×3 connections, mavpoll, mavcaldav, mavmaild, mavupdate, e2eprobe) and carries eight function fields that bypass CoreAPI entirely: StepUp, UnlockFn, WrapKeyFn, IngestMailFn, SwapModelFn, ModelStatusFn, DescribeImageFn and the four Capture* fields. Each is nil unless its config block exists, so the wire surface of the daemon depends on deploy/mavend.json.

Fan-out. reactiveHandler reaches roughly twenty distinct subsystems (4.1). tickLoop reaches ten (4.3). wireVoice constructs seventeen (4.4).

Failure propagation. The store is the shared point: SetMaxOpenConns(1) means every writer in the daemon and every module over IPC serialises through one connection. The measurement backing that cap is docs/evals/2026-08-07-store-connection-cap.md (V-642), cited in internal/ipc/server.go and not re-run here.


11. What is dark, and what that costs

Sixteen components are wired in code and off in the deployed configuration: ntfy, zenmoney, Home Assistant, MCP, the weather provider, the workstation model arm, vision, meeting capture, speaker identification, mail intake, model swap, memory evaluation, and the mavcaldav and mavmaild services.

Three of these have a visible cost:

  1. ntfy disabled means the away reach is telegram alone, through a SOCKS relay, through api.telegram.org. deploy/mavend.json documents that this was exactly the fragility ntfy was added to remove: "three things in series that have each failed once, and when they do a sev4 nudge has nowhere to go."
  2. mavcaldav absent disables both the calendar answer and the busy suppressor (8.2).
  3. The weather provider is a stub. wireVoice selects Open-Meteo only when cfg.Voice.Weather.Provider == "open-meteo", and the deployed voice block has no weather key at all. weather is nevertheless a live query source with guesses: true, so it can claim a turn and answer it from a stub.

Questions the current architecture raises

  1. Which of the three ordered lists is the arbiter? Stage 0 grammars, the query-source chain and the pre-route ladder each decide by position. If internal/claim is the answer, what stops it being a fourth list rather than the thing that collapses the other three?

  2. Where is the one point that decides whether this authenticated origin may perform this specific effect using this specific evidence? Today there is no such point. reboot shows why the question is not "which tier system wins": it is correctly classified as not irreversible, and that does not imply a room microphone plus "да" should carry reboot authority. Reversibility, effect severity, reach authority and confirmation strength are four dimensions, and TierDestructive → VoiceMayRun:true collapses them into one.

  3. What owns the facts key namespace? Nine writers, two of which store watermarks and tuning parameters in the table that recall embeds. Is source meant to be a partition, and if so what enforces it?

  4. Should the executor live in the key holder? systemctl reboot is a seeded, enabled row in a process holding the unlocked database. The controls are an allowlist and a spoken confirm. Is that the intended trust boundary, or the one that happened?

  5. Should the tick loop and the turn path share one llama-server? internal/llm/gate.go exists to arbitrate them. What is the acceptable latency a foreground turn may pay for a background nudge being phrased?

  6. Is a silent four-level degradation still honest? Each fallback is argued separately. Nothing tells the user when all four fire at once. The M1 honesty milestone in docs/roadmap.md is about the turn path. Does it cover this?

  7. What is docker-compose.yml the source of truth for? Two complete services are commented out in it with their reasoning, and one of them silently disables two behaviours elsewhere. Should absence be expressible in deploy/mavend.json where the rest of the capability switches live?

  8. Why is the daemon wired twice? boot.go fixed the drift that had already happened. Fifteen wire* calls are still listed by hand on both paths. Is cold-start unlock worth a second wiring path, or should the locked daemon wire everything and gate at the Check hook alone?

  9. What is a query source allowed to do? One triggers a live LAN scan and writes a note. If a source may have side effects, what does "first source to claim answers the turn" guarantee about the sources that ran before it?

  10. Is mavsttd/mavttsd's process boundary about the key or about cgo? The stated reason is key isolation. The operative reason looks like crash isolation from cgo and subprocesses. Which one governs whether the next model caller gets its own process?