The server picks the bucket per zoom and sends it as `bucket`: quarters
for an `all` window over two years, months for `year` and a shorter
`all`, weeks for `quarter`. Each point carries the readings behind its
mean as `count`; a bucket without a reading stays absent. Means remain
the mean of day values, so pulse-like types keep the hourly-mean day.
`values` accepts up to six series.
The claim preview is anonymous: whoever holds the link has proved
nothing yet. It listed each guardian's grant id and fell back to their
login name. It now carries the display name alone, null when there is
none, and the page says "a guardian" for that.
The notifications to the guardians fell back to the new owner's login
name when the record had no display name. They now use sentences about
the person the guardian looked after instead.
Two adds of the same custom vaccine name both passed the name lookup,
and the loser failed on the unique index with a 500. A unique violation
on the add or the rename now answers the same 409 the lookup gives.
Life events rode the profile sharing domain, so a profile share, a
legacy whole-record share and a MANAGE grant all read them, and MANAGE
could write them. No share level was ever worded for them, so in this
release they are the owner's only.
The life-event routes take a bare requireAuth, which refuses under an
acting-account switch. The day section and the timeline's life lane map
to no domain, so a delegate sees the section named not_shared and never
gets the lane, its readiness row or the day index marks. The profile
consent copy no longer names life events, the sharing guard and the
mutation inventory drop the four entries, and the OpenAPI descriptions
say owner-only.
The backfill route shared the analytics-read bucket and sent every
explicit range without a key, so one account could queue two-year
backfills until the instance-wide daily budget was gone for everyone.
The route now allows three backfills a rolling hour per account (429
environment.backfill_rate_limited) and one queued backfill per
twenty-minute slot, keyed on the account (409
environment.backfill_pending). Every fetch made for an account is also
charged to that account's own share of the daily budget, one twentieth
of it, so a refused request ends the run as budget-blocked and the
nightly run continues.
The read and save of /api/auth/me/source-priority now carry inUse: the
ranked sources the account has connected or holds at least one
measurement from, one index probe per source. The settings page lists
only those, hides a metric nothing delivers, and opens one metric group
at a time, the first by default, with the winning source named on each
collapsed line. The ladders stay whole: moving a source swaps it with
its nearest listed neighbour, so a hidden source keeps its slot.
Offer every shipped locale as the server default language, move the app
log refresh out of the header status slot, let filter selects fill their
grid cells, name the coverage table as a focusable region, hide the
legacy-key badge when only one key exists, keep the encryption cards
still while they load, and stop repeating the page title in card titles.
The status verdict looked only at the user's last-batch column, which
moves on a live batch alone. Rows that reached the account another way,
such as the export.zip import, left it null, and the card said 'waiting
for first data' beside a four-digit record count. The verdict now takes
the newest of that stamp, the per-type arrival ledger and the newest
stored sample.
On /insights/mood the line chart used to paint first and the calendar,
whose aggregate is the slower read, pushed it down when it landed
(CLS 0.16 at 390 px on a cold load). The page now holds both on
final-height skeletons until the chart's read has settled and the
calendar's has landed, then shows them in the same frame. The calendar's
height is written in container-query units, so its box is the right size
from the first paint, in the skeleton and the painted grid alike. A
server wrapper prefetches both reads in parallel (time-boxed, skipped
under a record switch, off when SSR prefetch is off), so on a warm cache
they are in the first HTML. The route and the prefetch share
`moodInsightsWire`, so the seeded cell is the route's shape.
The "Log a mood entry" and "Take a mental-wellbeing check-in" text links
under the heading are gone. Logging is the header plus, which opens the
mood form in place; the check-in keeps its own place in the navigation.
The plus is one shared component, `SubPageAddButton`, now also behind
the measurement pages' capture link and the workouts page, which drew
its own. An audit of every Insights page found no other text add-button
of this kind; the remaining buttons are empty-state calls to action.
A sweep keeps it that way.
`e2e/v142-qol.spec.ts` covers all three surfaces of this change set.
The wrench beside Upload opens Settings, Appearance, Documents, the way
the illness journal offers its display options: preview cards or a
compact list, and months stacked as blocks or flowing across the full
width with the month name inline above the document that opens it. The
choice is stored per account in `users.documents_layout_json` behind
GET/PUT /api/documents/inbound/layout (preserve-when-absent, module
gated, the read delegable like the rest of the vault), carried in the
account-settings backup and cleared by the data wipe.
Deleting from the vault now always asks first. The bulk bar's Delete and
a focused card's Delete key both go through one confirmation on the page,
and the detail sheet's Delete opens its own; before, all three deleted on
the spot with only an undo toast behind them.
The selection bar is two tight lines: the count with an X at its right
edge, then one action row with Delete alone at the right in the
destructive style. Below 1024 px the verbs are icon-only at the 44 px tap
floor, so the row stays one line at 360 px. The bar carries the
selection-bar slot the Coach launcher already steps aside for.
Replace the day, timeline and life-event stubs with their implementations
(#613) and drop the not-implemented helper, its error code and its OpenAPI
response with the last stub.
loadDay reads one local day for every reader: the readings live inside the
record's own day window (never the UTC rollups), through the canonical-source
engine the mood sheet already uses (resolveDayReadings in linked-context.ts),
with the person's usual range over the 30 days before; the record sections
from their own tables, each in the storage form it speaks (an instant in the
local window, a date string with its own zone, a calendar date). A switched-off
module's section is not read; a section the grant does not cover is named
not_shared and not read.
The day, the day index and the new visit preparation (GET /api/day/notable)
are admitted on the readings and narrowed per section through
actingDomainVisibility, so a scoped grant sees exactly its sections. The
timeline and its readiness stay whole-record reads and narrow their lanes the
same way.
Notable days are deterministic keys: a three-month high or low with history
behind it, a first reading, and in the visit preparation a regular reading
that stopped. The timeline lays out spans and points from the owning tables,
standing items without a date, and series by zoom: months from the rollup
tier inside its five-year window and from one cached live query before it.
The readiness inventory rates each lane with one link per gap.
Life events are created, edited and soft-deleted as MANAGE verbs with audit
rows, encrypted at rest, and join the sharing guard and the handler matrix.
get_day reads a day for the Coach and the MCP endpoint without life events,
notes or document names; its step carries the date it read.
Land every file the day view, the timeline and life events share before
any of them is built, so the server, the day view and the timeline can be
built side by side without editing the same file (#613).
Schema and migration 0387: LifeEvent with a short category list, calendar
start and end dates, a day/month/year precision, encrypted title and note,
a soft-delete tombstone and an index for the per-user live list. Every new
column is annotated for the column-reader sweep. Life events travel in both
backup purposes with their two ends in one file, are wiped with the
account, and are registered for key rotation.
src/lib/day/contract.ts carries the constants and wire types for
GET /api/day/{date}, /api/day/index, /api/timeline, /api/timeline/readiness
and the life-event routes, free of Zod so the navigation chrome can import
it; the schemas beside it feed the routes and the published contract. The
Coach and MCP tool name get_day is reserved there, and life events are
listed as the one section no model ever sees.
The opt-in timeline module, its navigation entry, the day-section and
timeline-lane surfaces, the day and timeline query keys (evicted by every
record data bundle), and stub routes that answer 501 behind their
admissions. The four cross-section reads declare the whole record for now;
the life-event list is a profile read, and life events join the profile
sharing domain and its consent copy in all seven locales. The day,
timeline and lifeEvents message namespaces carry their base copy as
release-pending keys.
The aggregate bundle cap moves to 4400: the branch already measured 4365
against 4335, and the new copy adds 10 KB.
A dose can now name a vaccine the catalogue does not list. The person
defines it once (a name, the diseases it protects against from the
catalogue's antigen list, the series length and the booster interval) and
logs doses against it; such a dose counts into each listed antigen's
series, settles a booster reminder keyed to one of them and offers a
booster, the way a catalogue combination does.
One resolver (resolve-vaccine-entry.ts) now answers for every consumer
that asked the catalogue directly: the series, the satisfy matcher, the
booster mint, the dose DTO, the doctor report, document links, the
upload suggestion, MCP search and the client's info sentences and
booster offer. The catalogue wins when a dose carries both.
The custom routes resolve the record through requireRecordAuth (list at
READ, create at WRITE with the actor-keyed write bucket, edit and remove
at MANAGE with the C4 overwrite audit) and join the sharing guard, the
MANAGE matrix and the activity feed. Removing a definition tombstones it
and lets go of its doses, each keeping a name. Definitions travel in the
backup and restore before the doses that name them; the dose form picks
them, adds one without leaving the form, and the page lists them for
editing. With the last contract stub implemented, the 501 helper and the
not_implemented code leave the tree.
- Load each settings section on its own: the section route imported all
twenty-one statically. A preload starts the chunk beside the record
gate's read, and the loading state paints the settings card shell.
/settings/[section] goes from 611 to 403 KB gz.
- Take Zod out of the shell every route shares: the account-access parse
run on each boot is plain TypeScript now, held to the published schema
by an equivalence test over good and broken blocks. The canonical unit
table moves to its own module, so the display transform no longer
pulls Zod in either. Layout entry 199 to 136 KB gz; /insights 369 to
304, /medications 428 to 365, /labs 400 to 337.
- Open a saved Coach conversation at its last answer: an instant jump
instead of the smooth scroll that lost the end, then follow late
layout (charts, tables) for a few seconds until the reader scrolls.
- Show the document archive as a month grid of preview tiles, two
across on a phone and three or four on a desktop, with the month
headings kept.
- Add the admin card for the measurement table maintenance: a status
read on the maintenance route, one calm confirmation, and the run's
state while it is queued, running, finished or stopped.
- Re-base the bundle budget: /insights at 304, /settings/[section]
watched at 403, aggregate cap 4335 with the reason written down.
A guardian with a fresh second factor mints a one-time handover link
(hlp_ token, HMAC hash stored only, 1/7/14 days, at most one open per
profile, withdrawable) with a proposed access level per guardian: end,
view only or manage, view only by default. The link is shown once with a
copy button and a QR code; nothing is mailed. The panel sits at the end
of each managed-profile row and hints when the person is under 16.
The person opens /claim/<token>, sees a minimal preview (name, expiry,
who keeps which access, no health data) and chooses a username, a
required email and a password under the registration policy. The claim
is one transaction under the managed-profile lock: the token is
consumed, the credentials are set, the marker is cleared, every pending
invitation the record offered is withdrawn, each guardian's access is
set to its proposal, the disclaimer, onboarding and AI consent are
reset, and every step is audited on the record and on each guardian's
own account. A failure anywhere leaves the profile managed and the link
unused. Each guardian is notified on their own channels.
The new owner then sees each guardian's access on the first screen after
signing in and decides finally; until then the proposal holds, and the
decision waits at the top of Shared access. A guardian whose access
moved since the claim is left alone. The same screen points the owner
at their own notification channels, since reminders no longer reach the
guardians.
Both anonymous routes refuse a single-sign-on-only instance, refuse a
live session before spending the per-address rate limit, check the link
before probing names, and answer one 404 for every unusable token. The
token travels in request bodies only; hlp_ joins the redaction and
secret-shape rules and /claim/ the path-secret registry. Usernames
starting with managed- are reserved. The session-surface and acting-
account guards list the new surfaces with their reasons.
- Publish timezone, glucoseUnit and a features block on the account
payload; glucoseUnit reads as the closed pair the contract names, and
features.trackIntake tells a separately released client that
medications take the record-only switch.
- Refuse a new dose for a record-only medication with
medication.intake.notTracked on every dose-writing route; the bulk
route reports it per entry as intake_not_tracked, and correcting an
already resolved event stays open.
- Answer passkey sign-in failures by name instead of a 500:
passkey.challenge.expired, passkey.unknown, passkey.response.invalid
and passkey.verification.failed, each with an audit row.
- Carry one account-wide adherence figure in meta.aggregate on the
batched compliance read, weighted by expected doses, and accept
?days=30|60|90|180|365 for a report window.
- Accept ?days=30|90|180|365 on the mood insights read so stability
covers the period shown, and name the window it covers.
- Keep only the reminder that announces a dose off APNs when the phone
owns medication reminders; follow-ups for a dose still open are
pushed again, marked by a followUp flag the reminder cron sets.
- Document which batch validation issues belong to an entry and pin it
with a test that splits and resends a batch; publish rejectedFields
items as ValidationIssue.
Fetch the Open-Meteo air-quality feed (CAMS, domains=auto) with the weather:
17 hourly variables folded into local days by fixed rules (means and maxima
only with 18 of 24 hours, ozone as the highest 8-hour running mean, UV only
with the midday hours), a value the feed did not cover stored as null, never
as zero. Requests are cut into 90-day chunks, newest first, and chunks before
mid 2022 ask for the eight pollutant and index variables only. An air-quality
failure never costs the weather row; the day stays unfetched and the nightly
gap fill (up to 90 days per account, newest first) asks for it again.
Every Open-Meteo request asks an instance-wide budget kept in Postgres first
(500 a minute, 4000 an hour, 8000 a day, weighted by the hosted pricing
rule). A refused request is not sent and the run ends as done with
budget_blocked. OPENMETEO_AIR_QUALITY_URL and ENVIRONMENT_AIR_QUALITY_DISABLED
are honoured; the account switch lives on PATCH /api/environment/preferences.
The home, each dated location period and each stored day keep their coarse
location sealed as one value under healthlog/environment-location/v1. The
writers write the sealed value only, the readers open it and fall back to the
readable columns for rows the free-text encryption backfill has not reached,
and the backfill now seals all three and clears the readable columns. The
backup carries the location readable in a portable file and sealed in a
disaster-recovery file; a restore seals either under the receiving key.
Three correlation channels join the environment family (PM2.5, the ozone
8-hour high, the day's highest pollen count), read through the averaged
same-day window and left empty while air quality is off. The Coach and MCP
gain get_environment: module-gated, clamped to the lookback limit, no
coordinate or place name anywhere, with provenance and the attribution
lines. The settings section gets the switch, the coverage and the newest
day's values; the dashboard shows a quiet chip on a day with high pollen,
a warm night or very poor air. Copernicus and Open-Meteo are credited next
to the values.
Upload the ZIP the Android Health Connect app writes and import its
`health_connect_export.db` in the background, the same way an Apple
Health export is imported: streamed to disk with a SHA-256, capped at
1 GiB, one import per account, a job row of kind `health_connect` that
the shared reconcile cron and staging sweep now look up on its own
queue.
The worker extracts the database (4 GiB ceiling, zip-bomb checks) and
opens it read-only with `immutable=1`, `trusted_schema=OFF` and
`query_only`. A view in place of a record table refuses the file,
columns are found by name, and schema versions below 9 are refused.
Records are read in batches of 500 and aggregated in SQLite: steps,
energy and distance as one total per day from the app the person's
Health Connect priority list ranks first, heart rate per minute for 90
days and as hourly means before that, sleep stages with the unknown
stage counted only in sessions without real stages, workouts, cycle
days, water and micronutrients. Apps whose integration the account has
connected are left out, and a reading already stored under another
source is skipped. Rows carry source HEALTH_CONNECT, `hc:<uuid>` or the
`stats:` ids, so a second import of the same export writes nothing.
Both staged files are removed on every way out; the job result holds
counts per type and per app only. Settings gain a Health Connect card
with the export steps, progress and the outcome, in all seven
languages, and the import is documented in
docs/integrations/health-connect.md.
A workout logged by hand could only be deleted and logged again. The
detail page now offers an edit control beside delete for a MANUAL workout
carrying the form's `manual:` id, in one's own record. It opens the log
sheet on the stored values and saves by re-posting that id through
`POST /api/workouts/batch`, which already applies such a re-post as an
overwrite of that one row. No new route.
The overwrite nulls every overwritable column a re-post leaves out, and
the form has no fields for heart rate, steps, elevation or pauses. The
edit therefore sends those back as stored. A field left as shown sends the
stored value rather than one re-parsed from its display, so saving an
untouched edit keeps the start's seconds and a distance shown in miles at
its exact metres, and answers `duplicate`.
The detail read's `avgHr` / `maxHr` can come from a same-session twin;
the read now also serves the row's own `storedAvgHr` / `storedMaxHr`,
which is what the edit sends back.
The Apple Health card listed each type's newest sample. A type the phone
only hands over on "Sync all" can carry a reading from this morning and
never have arrived in the background, so the sample time could not answer
whether a type flows on its own.
The batch route's per-type ledger now records, in one upsert per batch,
when each Apple Health type last arrived, the trigger that carried it
(including the new `manual`), and when a batch last brought a new or
updated sample of it. Duplicate-only re-sends move the arrival but keep the
last new value; scoped credentials and MANUAL rows write nothing, the same
rule as the sync checkpoint. A ledger failure leaves a warn line and never
fails the ingest.
`GET /api/integrations/healthkit` lays `lastReceivedAt`, `lastTrigger` and
`lastNewSampleAt` over each `metricFreshness` entry (null for a type no live
sync has carried, absent on the workouts entry and when the ledger read
failed), and the card shows them as a second line per type.
The per-type newest-sample read walks live types through
`listLiveMeasurementTypes` and probes each type's newest row instead of
grouping every live row of the source.
The nightly briefing warm completed every night and read "all-failed",
because one run event held every account's annotations and the last
account won. Each candidate now runs in its own wide event and the run
reports every outcome through `reportJobRun`, so ok, dead sign-in,
withheld and failed accounts show side by side.
A dead Codex refresh token threw a bare error with no status, so the chain
read it as a network failure: the health ledger recorded hard_failed, no
"reconnect" hint appeared, and every night tried the same token. The
refresh now throws `CodexRefreshError` with a 401 for a dead grant
(invalid_grant / invalid_refresh_token on a 400 included), as do a missing
or undecryptable stored credential. The ledger records auth_failed, the
chain marks the primary credential expired, and the nightly pass reports
the account as auth_failed without queuing a retry.
A briefing the outbound screen withheld (a causal claim) failed outright,
and the 45-minute provider retry then asked the same question eight times
a night. The generator now makes one bounded repair that names the broken
rule and keeps the repaired payload only if it passes the same parse,
grounding and screen; a withheld outcome queues no retry.
A provider that keeps failing is paused: from five consecutive hard
failures the skip window starts at 30 minutes and doubles per further
failure, capped at a day. A paused provider is walked last and tried again
when the window lifts; one success resumes it. The operator card shows how
many accounts it is paused for and until when. After a 5xx from a
non-canonical OpenAI-compatible endpoint the client asks the free model
listing, and a configured model the endpoint no longer offers is named in
the error, on the hop line and on the card.
Also:
- The tiered context's live day band read `measured_at AT TIME ZONE tz`,
which treats the stored UTC as local time; a far-from-UTC reader's
evening readings landed on the next day. It converts from UTC first now.
- Google Health intraday heart rate re-reads two hours per sync instead of
a day; daily summaries and sleep keep the day (#1023).
- The first filtered daily read that answers 400 and triggers the
snake_case retry is recorded as a note, not an error (#1023).
- The single derived-score read goes through the derived cache with
stale-while-revalidate, like the batch beside it.
The nightly folds soft-deleted every raw Apple Health sample they folded
into an hourly or daily stats row and kept it for 75 days. Nothing ever
read those rows as deletions; they only held a re-upload of the sample
off, and they were most of the measurements table and its indexes.
Ingest now refuses such a re-upload directly: a raw sample of a dense or
mean type, old enough to have been folded, whose hour or day a live
stats row covers, is a duplicate with reason folded_window. The batch
route and the Apple Health export import apply the same rule. With that
in place the dense retention and the daily-mean consolidation delete the
raw rows outright, and a new compaction-tombstone-purge job removes the
backlog: 5,000 rows a batch, one account at a time under the restore
lock, a short pause between batches, resumable because the predicate is
idempotent, queued at every boot and continuing itself while it makes
progress. A person's own deletions are never in its predicate. The sync
feed leaves compaction tombstones out and a restore does not write them
back; all three classify through the same function.
The batch route answers an exact re-sent sample without a transaction:
one read over the batch's sample ids, live or deleted, decides what the
reconciler would have decided, at the same point in the loop, so every
status, reason, counter and the cross-source merge stay as they were. A
batch of duplicates only no longer queues PR detection, a reminder sweep
or the detection audit row. Caches are evicted only for a foreground or
manual sync or a batch that wrote a hand-entered reading, and marked
stale otherwise; the targets cache follows the same split.
Also:
- POST /api/admin/maintenance/measurements queues VACUUM (ANALYZE) and a
REINDEX INDEX CONCURRENTLY per index, largest first, on a connection of
its own; it refuses while the purge runs, drops invalid leftover copies
and stops at the first failed rebuild. Runbook in docs/ops.
- The pure volume queues keep their finished jobs for 96 hours instead
of seven days, never less than the failure window plus a day.
- work_mem is set per app connection from DATABASE_WORK_MEM (16MB), also
when the statement timeout is disabled.
- The PR-detection fallback tick re-scans only accounts whose readings
or workouts changed since the previous tick.
- Type discovery for the status refill walks the live-rows index as a
loose index scan instead of grouping every live row.
- The host metrics chart polls every five minutes, like its sampler.
- The batch route records per-type HealthKit arrivals.
Land every file the v1.42 work shares before any of it is built, so the
parts built side by side never edit the same file.
Schema and migrations 0379-0386: the HEALTH_CONNECT measurement source,
ImportJob.kind, the air-quality columns and the per-user switch on the
environment tables, sealed environment locations with nullable plaintext,
managed-profile handover links, the per-type HealthKit arrival ledger, lab
unit-conversion provenance, and user-defined vaccines. Every new column is
annotated for the column-reader sweep.
HEALTH_CONNECT reaches every exhaustive list: the source labels, the
read enum (not the write allowlist), the source-priority ladder cap, now
the number of sources rather than a fixed eight, and the write-path smoke
test. RMSSD gets its own priority class and a 300 ms ceiling. The batch
syncTrigger gains `manual`, with its label on the Apple Health card.
Queues for the Health Connect import, the compaction-tombstone purge and
the measurement-table maintenance are registered with stub handlers;
host-metric sampling moves to every five minutes. Environment and work_mem
variables reach the compose whitelist, the production example and the
manifest. The proxy admits the handover link and redirects it at the edge,
and the Health Connect upload bypasses the proxy body limit.
The new routes answer 501 behind their final authentication and are
published in the contract; backup, wipe and key rotation classify the new
models and columns; the seven message bundles carry the base copy. Guards
that list release-pending keys and columns fail once an entry is wired, so
those lists empty themselves before the tag.
Also re-anchor a login-throttle fixture to the wall clock, where its
expiry is compared, and re-base the aggregate bundle cap on a measured
12 KB of new locale strings.
Own-plan turns get 165k tokens, 200 s and 16 rounds, operator turns 55k,
120 s and 8; the final-answer reserve, the concurrent-turn slot and the
step cap move with them.
Codex requests carry a per-conversation prompt_cache_key and a stable
session id, api.openai.com gets the same key, Anthropic usage counts
cache reads and writes in the gross, and local servers report cached
prompt tokens, so the turn budget discounts cached input on every
provider.
remember_fact and propose_plan wrote their rows during the tool round. An
answer that was then blocked, failed or abandoned left the fact in memory
without its note and Undo, and left the plan listed, activatable and fed
into later turns and the briefing. Both are now staged under an id minted
up front and written in the transaction that stores the assistant message,
only when its provenance carries them. A background proposal counts as
offered only once an answer carrying it is stored.
Plan text is model text: ifCue, thenAction and target pass the outbound
dose and risk screen in the person's locale, with their scheduled doses and
medication names, and the injection screen; a trip declines as "unsafe".
The trail route serves recalled facts and the proposal's fact to the owner
whatever the AI capability (only the model-written entries are gated), and
withholds medication facts while the medications module is off.
Accepting a fact proposal is decided under a per-message advisory lock, so
concurrent taps write one fact. Editing a fact re-reads its wording: text
naming a medication moves to "medication", other health wording moves a
non-health fact to "condition", and a health fact the person edited counts
as confirmed.
The usual-range strip on a metric page placed the latest single reading
against a band built from whole-day means. For glucose the day mean climbs
with every meal, so at nine in the morning a fasting reading sat under a
band of whole days and the strip said "below your range" on an ordinary
morning; the MCP baseline read reported the same.
Glucose is now placed by its day mean. A day still in progress, in the
reader's own zone, is held against the earlier days cut at the local time
of today's latest reading, the comparison the health status already makes;
with fewer than seven earlier days that have readings in those hours there
is no verdict. The baseline carries `basis: "sameHours"` on the coach-read
route and the MCP read, and the strip names the range as the one for this
time of day, in all seven locales. Other metrics keep their placement.
The chat route hands the turn the level resolveCoachTurnReasoningLevel
returns: the stored Coach preference, absent read as medium, after the
operator's switch and cap. The turn still applies the operator-paid
ceiling once its chain is known. The controls loader no longer throws
when the request cache cannot serve it; it fails closed to off. The
admin guard pins the route to the resolver.
Build the memory block for the providers the turn sends to, send it on
both paths, keep the facts it recalled in the owner's trail, and offer a
health fact the background found as the answer's one note. Every turn
enqueues the memory refresh; the job's debounce and singleton key decide
when it runs. A remembered fact points back to the stored user message.
GET /api/auth/me gains coachReasoning: the level a turn runs at, the
person's own pick, the highest level the settings may offer, whether
reasoning can run at all, whether the lowest option is a real off, and
the layer that decided. Resolved on the server so the web settings and
the native client read the same answer.
The web reads it through useCoachReasoning. The Coach preferences route
names the stored level on its wide event, and a unit test round-trips
the level through the account-settings backup section.
PUT /api/admin/settings/assistant-flags accepts aiReasoningEnabled and
aiReasoningMaxEffort (low, medium, high), writes them field by field
with an audit row like the other switches, and both methods echo them
as reasoning: { enabled, maxEffort }.
Unit tests for the turn budget and the no-progress brake, the budgeted
loop (every stop reason, the round-by-round ledger, repeated calls,
questions, comparisons, reasoning and provider state), the trail recorder
and its screen, clarifications through the tool and the brake, the
comparison table and chart, the trail column and its owner-only read, the
reply frames, and the turn's frames end to end through the route. An
integration test proves the trail against a real database. Eval
scenarios cover a multi-round why question, a period comparison with its
chart, a question asked through the tool, and keep the charts the
existing table scenarios already showed.
Take the effective reasoning level from the route rather than resolving
it in the turn; the turn only caps it when the operator pays.
Give the Coach one statement of how an answer is shaped, in the German and
English bodies and on every other locale: the first sentence answers, one
carrying number with its unit and window, the person's own baseline, an
assumption in one line, at most one next step and no habitual closing
question, 40 to 120 words, and a closed list of filler it never writes.
- Brief is 30 to 70 words in one paragraph, detailed up to 220 in three.
- Motivational-interviewing moves only when the person opens a change topic,
at most one, never as a closing question; the confidence ruler only on an
explicit plan request.
- The few-shot examples are rewritten to model the voice.
- Result tables: show the numbers whenever they carry the answer and span
more than one value, a table for exact values or up to twelve like rows,
one figure alone only for a moment.
- Follow-up chips are the answer's only "what next".
- A voice grader for the eval (length, filler, emoji, next steps, closing
question, warm-up opening) plugs into the golden set as criteria; five
voice cases in German and English.
- A guard holds both prompt bodies to the rules and every example answer to
the grader, each check broken once on purpose.
What a person told the Coach never reached a tool-mode turn: facts and plans
rode the snapshot's memory block, which tool mode does not send, and the
extraction ran only past twenty turns and failed to parse on every
non-Codex chain, because the status chain runs in JSON-object mode while the
prompt asked for a bare array.
- Memory block: WHAT YOU KNOW ABOUT THIS PERSON, built per turn behind the
wire egress check (nothing is read on a refusal), fenced as data, at most
1,500 characters, never trimmed before the inventory. Confirmed facts
first, then the newest; active plans with a server-computed progress line;
reminders the person asked for. Medication facts stay out while the
medications module is off. Building it stamps last_used_at without moving
updated_at. buildCoachToolRequest and buildCoachProviderPrompts take it as
an optional memoryBlock; the snapshot memory keeps only the narrative and
trend recall.
- remember_fact: preferences, goals and context are saved at once
(source coach, source_message_id set); anything that names a condition,
limitation or medication, by category or by wording, is only proposed.
A fact must come from the person's current message; one note per answer.
- The person's answer reads the proposed fact from the encrypted trail on
the assistant message, never from the request.
- propose_plan writes a proposed plan; the tap activates it with its review
window counted from the tap. One per answer, three open at most.
- Progress: one sentence per active plan from the person's own day series
and units, also offered to the briefing (two lines at most, behind the
briefing capability). The plan review and the progress line read a step
plan as daily totals instead of per-sample means.
- Background extraction asks for {"facts":[]} / {"plans":[]} and reads
either shape, runs once a conversation has been quiet for 30 minutes, and
stores health facts as proposals offered once at the next turn.
- Unanswered plan and fact proposals lapse after 14 days in the reminder
sweep.
- Memory list API: POST saves one of the caller's own messages (the
remember button), PATCH edits a fact's wording, GET reports source, origin
and last use and never lists a waiting proposal.
- A structural guard keeps the egress check ahead of every read and the
callers of both builders to the turn and the briefing.
Replace the fixed three tool rounds with a budget fixed by who pays:
120k tokens, 150 s and 12 rounds on the person's own plan, key or local
model, 40k, 90 s and 6 rounds when the operator pays. Cached input counts
at a tenth. The final answer is reserved from the start, so a turn whose
budget, clock or round cap runs out answers from what it read. A
no-progress brake stops a turn that repeats calls or reads nothing new,
and a repeated call is never run again.
The day's ledger is booked round by round: round one and the final
reserve when the turn starts, each further round right before it runs,
every round settled as it returns, the unused reserve given back at the
end. A round the daily ceiling refuses ends the turn with an answer.
Every phase goes out live as an activity frame (thinking, fetching,
summarising, asking, remembering, planning, the stop, the answer), with
screened reasoning titles and summaries; the structure rides the
provenance and the text is sealed in trail_encrypted, served by
GET /api/insights/chat/{id}/messages/{messageId}/trail. Tables go out as
interim results as soon as they are read.
Add ask_clarification with a server brake, remember_fact and
propose_plan over the memory contract, model-free decision turns,
compare_series with the compare chart, eight tables per message,
assumptions with change-assumption chips, a reasoning level per turn and
at most two concurrent turns per person.
Marc-André Bombeck