A stored per-metric ladder replaced the default wholesale, so a source
integrated after the user last saved — WHOOP on a pre-v1.11 sleep
ladder, Fitbit on pre-v1.12 ones — never surfaced again: the settings
page renders only the stored array and offers reorder, not add, and
the picker ranked the invisible source behind everything. The resolver
now appends default-ladder sources missing from the stored ladder
after the user's explicit order — visible, reorderable, and ranked
where the old behaviour already ranked them.
/settings/mood manages the whole tag vocabulary: own groups (encrypted
labels, twelve per account), custom tags with a searchable icon picker
over a 75-icon catalog, hide and unhide of catalogue tags, archive
semantics that never touch historical entries (hard delete only behind
an explicit second confirm), and drag-or-arrow ordering of groups and
tags shared by the picker. One GET serves the fully ordered tree —
groups, placements, hidden and archived state — so the entry form, the
settings section and a native client all read the same resolved layout.
The picker finally renders custom tag labels (they were ignored since
v1.13.0) and offers inline tag creation per group. The mood-tag API
enters the OpenAPI contract for the first time, and the key-rotation
script now covers both encrypted tag and group labels — custom tag
labels had been missing from it since v1.13.0.
The hero band, dose tally, verdict and checklist all read one snapshot
query that neither refetches on mount nor on focus — and no mutation
ever invalidated its key, so a dose taken right there stayed visibly
due for up to the next two-minute poll. The snapshot key joins the
medication-dependent invalidation bundle; the intake routes already
hard-evict the server-side bucket, so the triggered refetch returns
post-write data immediately. (#316)
A daily job projects each tracked medication's remaining supply against
its schedules and notifies through the normal channel cascade when the
runway falls below the user's threshold (default seven days, 1-60 or
off, set beside the reminder thresholds). One notification per
crossing: a stamp on the medication row re-arms on refill or threshold
change, and a failed dispatch leaves it clear for the next day's retry.
The GLP-1 card's fixed four-dose flag stays as the locked iOS read
contract; the engine covers it like any other medication.
Production showed multi-second windows where every response — routes,
RSC payloads, static assets — waited together while handler durations
stayed under half a second: the process stalled, and nothing
route-shaped could name it. A self-rescheduling tick now records how
late it fires; a tick past the stall threshold emits its own
event_loop_stall background event, and every wide event carries the
recent worst lag so the first request finishing after a stall is
annotated with it. Measured via a timeout chain rather than
perf_hooks.monitorEventLoopDelay — the histogram's sampling timer races
a sibling read-and-reset interval in the same timers phase and the
stall sample can vanish into the reset window.
A writer whose stage rows all share one timestamp carries night totals,
not segments — reconstructing them as segments paints every stage
flush against the night's right edge. The session picker now prefers a
writer with genuinely timed rows among the granular candidates, so a
stage summary backfilled for a night an actually-timed writer also
recorded no longer evicts the real timeline; summary-only nights still
resolve. The hypnogram itself degrades a summary-shaped session to the
stage breakdown instead of drawing the false skyline.
- The legacy GLP-1 ledger reads again: GET and the Coach snapshot fall
back to ledger-derived pen/dose figures when a medication has no
inventory items; items always win once they exist. The delta branch
on the POST is marked deprecated in favour of the inventory endpoints.
- Expired containers count as available nowhere: one shared supply
summary (ACTIVE/IN_USE with units) feeds the overview row, the
Bestand summary, the list payload, the GLP-1 card, and the runway
estimate; expired units surface as a muted suffix instead.
- The inventory endpoints speak one wire dialect: request fields renamed
to unitsTotal/unitsRemaining to match the responses, OpenAPI regenerated.
- The reorder dialog mirrors the page's grouping: active and inactive
sections, each sortable within itself, so a saved order can never
interleave them.
- Polish strings avoid the 2-4 plural trap, sub-dose quantities render
as below one dose instead of approximately zero, and the table's name
sort collates by the active locale instead of hardcoded German.
The hero renders only when the layout carries the literal
heroVisible: true. Legacy blobs without the field, malformed values,
and fresh accounts all keep it off; the Settings toggle persists an
explicit opt-in through the existing layout PUT.
Two hardening passes on the consumption stamp:
- consumeForIntake claims the stamp with a single conditional UPDATE
(NULL-stamp predicate + row lock) instead of read-then-write, so a
double tap racing a sync replay decrements exactly once; the loser
sees count 0. restoreForIntake clears the stamp the same way, so
concurrent restores cannot refund twice.
- Every seam consumes only on the pending-to-taken transition. A sync
replay that re-posts an already-taken history row, or an edit that
corrects the timestamp of an old dose, never touches today's stock.
The medications page gains a compact table beside the card view — one
row per medication with the same served-due status pill, next-intake
line, cadence-scaled adherence bars, dose-derived stock and the take
and skip actions the cards use, all from the payloads the cards
already read; the list response aggregates stock in the same round
trip. Columns sort tri-state with nulls last, the default order is
yours to arrange — the same drag dialog the dashboard and insights
use, applied to both views — and the chosen view and order persist
per user on their own settings column with field-scoped writes, so
toggling the view never touches the order. Inactive medications pin
to the end, the first column stays put under horizontal scroll, and
the loading skeleton follows the view you left.
The snapshot's thick phase gated on every type the account had ever
logged having rollup coverage — one fresh reading from a new
integration nulled the health score and the blood-pressure extras
while the insights page showed a score for the same account. The gate
now checks only the three types the phase reads, per the established
per-type pattern. Underneath sat the destabiliser: the large rollup
fold deleted the window's buckets and re-inserted without a
transaction or duplicate tolerance, so a racing sync write aborted the
insert and left the delete committed — whole types lost their buckets
until the next clean fold, and accounts with data older than the
five-year fold window re-ran the full backfill on every boot because
discovery scanned unbounded history. Delete and insert now commit
atomically with duplicate tolerance, discovery shares the fold's
bound, the provisional ring says the score is being computed when the
inputs exist and reserves the no-data wording for accounts that have
none, and the greeting leads the band typographically.
Stock only decremented on the web card's take button — the status
toggle, the phone sync, the Telegram buttons and the token API all
recorded the dose and left the inventory untouched, which is why a
fresh pack kept reading full. Consumption now stamps the intake row
itself: every path that turns a row taken consumes through one module
— open container first, then earliest expiry with auto-open, spilling
into the next pack and flooring at zero — and every path that takes it
back (undo, delete, a take turned skip, a converged duplicate)
refunds exactly what the stamp recorded. Replays and pending sync
echoes can never double-charge, and the nightly convergence pass
refunds the rows it tombstones. A medication can declare units per
dose, so two 2 mg tablets book as one 4 mg dose and stock reads in
doses with the unit count alongside; containers carry a named type
including tablet packs, hold up to a thousand units for inhalers, and
the GLP-1 card reads the same stock as the inventory tab instead of a
separate ledger. The inventory endpoints join the documented API.
A fresh crisis-level blood-pressure reading outranks an overdue dose in
the daily verdict, and once it ages past a day the dose leads again.
The greeting returns to the page header whenever the daily band is
hidden, and the settings toggle says it rides along. The nightly
convergence pass honours the early grace, so a take recorded shortly
before a window that starts at the dose time heals like the write path
credits it. The early-take context line states a fact — last dose
yesterday, last dose n days ago — instead of claiming an early intake
after a late one, the quick-add default pick runs in the profile
timezone, a dose line without a medication name reads cleanly, the
early-grace constant has one home, and the Telegram confirm writes
intake and snooze atomically again.
The external ingest endpoint was the one intake writer that never
attributed to the minted band: it stored a bare row beside the pending
slot, so an early take through the API showed as the last intake while
the slot kept demanding a dose, the ledger recorded an extra plus a
miss, and the day tally counted both. It now resolves the band and
converges onto the pending row like every other path, the Telegram
confirm and skip buttons do the same preferring the reminder's own
slot, and the nightly convergence pass heals the pairs this has
already produced — one band match, one live anchor row, both days'
rollups recomputed. The cache layer fences in-flight builders on
invalidation so a read can neither join a pre-write build nor have a
background refresh re-cache a pre-write body as fresh. Ad-hoc rows no
longer resolve a different slot through the six-hour radius, a bounded
early grace credits a take up to an hour before the window without
crossing the previous band, day-scale cadences taken early downgrade
the slot-day prompt instead of inviting a double dose, the overdue
pill ignores the projector's pending mints, created intakes carry the
same plausibility bounds as edits, slot moves keep the recorded
injection site and dose, both affected days recompute on a moved
toggle, deliberate slot-less skips converge instead of orphaning, the
coach reads adherence from the ledger, the cards and quick-add run in
the user's timezone with the served next-due as the gate, and
schedule-revision, wipe and restore writes invalidate the caches they
feed.
The dashboard now leads with a daily band: the greeting, the one item
that matters right now — an overdue or upcoming dose, a very high
blood-pressure reading, weight drifting from its range, a run of short
nights, a quiet stretch, a score drop, or the briefing's key finding —
with a single action, today's dose tally beside the next due time, and
the health score as a ring on the right. The verdict resolves from a
fixed nine-rung ladder on the client with the thresholds shared from
the nudge engine through a dependency-free module, the blood-pressure
rung uses fixed crisis floors rather than personal target ranges, and
a cached next-due in the past never renders as overdue. The band
reserves its exact footprint from the first paint, swaps in with the
tiles in one pass, respects the hour-format preference, and can be
turned off in the dashboard settings; the greeting moves out of the
page header into the band.
The snapshot's fast phase gains a medsToday block — active count,
today's scheduled/taken/skipped tally after the idempotent projection,
and the earliest server-computed next due across active medications —
and the warm phase derives a compact health score from the coverage
map and graded blood-pressure windows the extras build already holds.
A pure verdict resolver ranks the day's single highlighted item over
nine rungs from an overdue dose down to a quiet-day fallback, with
fixed crisis floors for the blood-pressure rung and timezone-correct
day checks. The layout grows a heroVisible flag riding the stored
widgets JSON, the iOS summary route adopts the shared dose-state
builder with an unchanged wire shape, and the new sub-blocks report
their build time alongside the existing snapshot timings.
A trailing space from the portal's copy button reached WHOOP verbatim
and answered as an unknown client; the credential schema trims both
fields. The redirect override fell through nullish coalescing, so the
empty string the compose whitelist materialises for an unset var was
sent as the literal redirect target — empty now derives the callback
from the app URL.
Per-status texts check AI consent before the unchanged-data refresh can
re-stamp them, the comprehensive fingerprint folds in the comparison
baseline and generation language so toggling either regenerates once,
and profile, threshold and source-priority writes evict the analytics,
targets and derived caches they feed. CSV export neutralises spreadsheet
formula prefixes on free-text cells while numeric columns stay typed,
the derived batch validates its type token against the measurement enum
and carries a per-user rate limit, and a dose synced from the phone app
counts as the interactive write it is. Background cache refresh
failures log a structured event instead of vanishing, the warm queue
runs visit-triggered jobs alongside the nightly walk, the formatter
memo evicts one entry instead of flushing wholesale with its option
objects frozen, the targets cold build bounds its fan-out, and time in
bed unions every writer's envelope while stages stay with the richest
recorder.
Staleness can re-enter a generated text: measurement age is hashed as a
bucketed tier, so the fingerprint stays stable day to day but flips
exactly when a reading crosses the boundary the prompt caveat cares
about. The ingest debounce becomes a one-hour minimum gap with the
hash gate carrying the budget, so a notable morning reading is
narrated the same morning instead of after the next nightly run. A
manual regenerate now refills the status cards through the same
hash-gated pipeline — changed cards regenerate, unchanged cards
refresh free, no eviction touches the hash baselines. The user's
self-context joins the comprehensive fingerprint so a newly remembered
fact reaches the briefing, the sleep writer collapse covers every
caller that reads nights, the batched compliance build fans out
bounded instead of sequentially, and a failed compliance read renders
a quiet retry state in the exact skeleton footprint instead of
swallowing the error.
Sleep nights collapse per writer instead of per source: several
HealthKit apps land behind the same source value, so a phone's coarse
awake and in-bed blocks could blend into or fully constitute a night
whose stages another writer had recorded. The winning writer per
session is the one with the most distinct granular stages, then the
user's source ladder, and its rows are kept whole. The device type is
threaded through every sleep read including the stage stacked bar, and
the sync overlap for late-arriving nights widens from one day to seven
so a night scored after the cursor passed is fetched on the next tick —
assembly is read-time, so affected nights heal without manual repair.
Mood notes expand to their full text in the list on desktop and touch,
replacing the hover-only tooltip, and the mood CSV export carries a
note column.
A remember action under every persisted chat message adopts its content
into the matching self-context field — allergy statements land in
allergies, diagnosis wording in conditions, everything else in the
coach focus — reusing the adopt endpoint's dedupe and encryption, with
the result visible and editable where the self-context lives. The
deterministic fact patterns accept closed filler-word and possessive
variants that previously defeated them, and stored facts survive the
snapshot budget squeeze instead of being the first block shed on
data-rich accounts.
The dashboard reserves chart-row skeleton cells from the saved layout
before the snapshot resolves, so a cold load paints close to its final
footprint instead of growing by a screen when data lands; the tile
silhouettes count only tile-capable widgets with blood pressure as two,
the greeting line keeps its box through name personalisation, and the
getting-started checklist moves below the charts where its arrival
shifts nothing. On the insights overview the targets build runs its
eight reads in parallel with a one-year floor on the glucose scan
instead of strictly in sequence over an unbounded history, the derived
batch gains a server cache where it previously recomputed sixteen
metrics on every read, both serve stale-while-revalidate, and the
health-score column reserves its exact footprint while the analytics
payload is pending.
The update poller and the chunk-error reload guard key on the target
version instead of disarming for the whole session, so a second deploy
re-arms the self-heal and a stale shell can no longer strand with
404ing chunks. Lazy chart imports retry once and mount inside a
per-card error boundary with a reload affordance — a failed chunk
degrades to one card instead of replacing the page. The JSON API
client attaches a fifteen-second timeout unless the caller brings its
own signal (the raw streaming path is exempt), chart queries surface
errors with a retry instead of rendering as an empty period, per-type
fetch failures reject instead of caching an empty series as fresh, and
the session and snapshot queries retry once on transient network or
server errors.
Intl.DateTimeFormat instances are memoised per locale, timezone and
options signature — construction dominated the 365-day ledger build and
the hot path drops about fivefold. A batched GET /api/medications/compliance
serves every card from one request through the same per-medication cache
cells the detail page reads, replacing the per-card fan-out; the list
response stays untouched so the due line never waits on a ledger build.
The medications and compliance buckets serve stale-while-revalidate,
interactive writes evict while background bulk sync marks stale, the
per-id route defers ownership and schedule reads until a cache miss,
and the card body reserves constant slots for the status and cycle
lines so late data stops shifting the layout.
A sha256 fingerprint of the compacted feature snapshot is stored beside
every generated text; nightly, forced and ingest-triggered regeneration
all skip the model call when the fingerprint matches and refresh the
timestamp instead. Warms cover only the user's resolved locale and the
blanket per-status eviction after a comprehensive generation is gone —
a lazily-read second locale regenerates on its own miss path. The
ingest debounce widens from thirty minutes to six hours and no longer
deletes cache rows, the visit-triggered warm re-checks freshness at job
start, backs off for an hour after a failure and is capped at two
forced runs per user per day, and its dedup window now outlives the
client poll horizon. An active day drops from hundreds of model calls
to a handful tied to actual data change.
Stale-served insights responses now carry a revalidating flag; the
advisor and comprehensive queries poll on a bounded 25 s cadence until
the background warm lands, so an open session converges instead of
pinning yesterday's briefing for an hour. Interactive measurement
writes (single create, edit, delete, bulk-delete, restore) hard-evict
the analytics cache so a manually entered value is reflected on the
next read; background batch sync keeps the mark-stale path. The
visit-triggered force warm collapses to one job per user instead of
one per locale, and the umami script proxy failure now annotates a
named action with the failure reason instead of a bare flag.
The insights read path served a cold cache by generating inline — up to
ten seconds on first visit — and the nightly warm pass structurally
excluded evening visitors: their visit stamped the cache, the half-four
run skipped it as fresh, and it expired exactly at the next evening's
visit. Stale content now serves immediately with its timestamp while
one background job revalidates, the warm threshold drops to an hour,
forced warming fills both message locales, the analytics caches serve
stale-while-revalidate, the profile endpoint parallelises its reads,
the bug-report status drops a write per call, the umami proxy degrades
to a no-op script instead of an error, the insights route sheds its
heaviest static imports, and the medication page prefetches on intent.
Prefetching the snapshot into the query cache before hydration made the
server-rendered skeleton disagree with the first client render. The
early kickoff stays, but the response now commits through the mounted
query itself, so the speedup keeps none of the mismatch. The dead
nudge-resolver leftover goes with it.
The dashboard snapshot fires the moment login succeeds instead of
waiting for the page chunk (start ~670 to ~200 ms throttled). Guided
follow-ups are personalised from the user's snapshot and an answer gets
the coach's streamed reaction before the next question. Archived
schedule eras can be corrected through a superseding revision that
keeps the original as an audit trail, era writes serialise per
medication, and duplicate dose times collapse in validation. A rolling
medication whose next dose is tomorrow can no longer read as heavily
overdue — the card status derives strictly from the served next-due —
and the adherence bars keep a fixed geometry in every state. The
server-wide assistant key gains its admin card, the one duplicated
coach preference collapses onto a single owner, twenty-seven admin and
settings card headers move onto the shared pattern with sixty
containers normalised, and the remaining hydration warnings are gone.
The schedule tab shows its eras as a collapsible timeline — current
plan since its date, predecessors with their times and span — and a
past era can be added manually for old history, with validation against
overlaps and the live plan. Invite creation chooses one to fifty uses
and the redemption list scrolls.
Open follow-up questions now run as a guided in-chat sequence — a quiet
card offers to start, the coach asks one question at a time with
visible progress, answers can be adopted into the matching self-context
field, skipping keeps a question pending and a closing summary says
what was taken over. Proactive nudges learn three new deterministic
signals — weight drifting from its target band, a run of short nights,
an active user falling silent — address the focus the user asked to
watch, and gain per-group toggles and a frequency preference.
The self-context adopt runs read-modify-write inside one transaction,
the admin shell renders nothing until the role is confirmed, and the
json-body helper merges Headers instances correctly. The compose image
reference accepts a pinned digest through an env var, and a promote
script resolves the published digest, verifies its signature and hands
the operator the exact pinning call — the documented path away from a
moving latest tag.
Server and first client render now agree everywhere query state used to
leak into the chrome, checkboxes no longer nest inside buttons, delete
confirmations admit the undo they offer, raw step counts drop their
decimals, the truncated unit label wraps instead, streaks know their
singular, the medication header speaks the user's date format, a failed
coach turn keeps the user's message and says what went wrong, settings
status notes follow a language switch, the locale only flips once its
bundle actually loaded, and the last raw api fetches in hooks move onto
the shared client.
A typed apiFetch wrapper owns the envelope unwrap, the ok-check and the
error read for every client call — two hundred call sites across the
app migrate onto it and a lint rule keeps raw api fetches out for good.
The legacy timezone helpers fold into the tz module and test fixtures
drop personal names.
An intake can carry the dose that was actually taken — editable in the
quick-add and log dialogs, shown as a quiet deviation line in the
history. The measurements and mood lists refresh by pull on touch, the
insight sub-pages gain the same customize entry as the overview, and an
answered coach follow-up offers to adopt the answer into the matching
self-context field.
The reminder worker becomes a registry over twelve queue modules cut
along the existing test structure, and the dashboard page sheds its
quick-entry sheets, header and range logic into components — same
behaviour, pinned by the existing suites.
The five-thousand-line route registry splits into thirteen domain
modules and the query-key factory into twelve feature files — each
behind an index that preserves exact registration order, proven by a
byte-identical generated contract. The factory lint rule learns the new
home directory.
A dose past its slot time but still inside its catch-up window now stays
on the medication card as overdue and takeable instead of yielding to
the next occurrence — the next-due field can therefore carry a past open
slot, flagged with nextDueOverdue. Y-axis padding no longer dips below
zero for series that cannot be negative, so a steps chart stops
suggesting minus nine hundred steps.
Editing a schedule's times no longer rewrites the past. Each material
change archives the outgoing cadence as a dated revision, and every
band consumer — history, compliance, write attribution, the auto-miss
cutoff — mints past periods from the schedule that was valid at the
time, so a dose era taken at its then-correct times stays on time
forever. The repair script can infer historical eras from consistent
old anchors behind an explicit flag. The welcome tour scrolls its
target into view, flips above it when space below runs out and falls
back to a centred sheet on any viewport, so no step can strand its
buttons below the fold. The avatar menu drops the about entry — that
lives in settings.
History rows recorded before a schedule's first minted slot paired with
an anchor days or weeks away and read 'due 09:00 (-1904 h)'. The
nearest-anchor fallback now caps at the band's capture reach plus one
inter-slot gap; beyond that the row simply reads off-schedule.
A night with coarse apple-health samples next to granular watch data
showed only awake and asleep — the per-session source pick now prefers
the source that knows its stages. Tour popovers clamp into the
viewport, wrap their footer and fall back to a bottom sheet on narrow
screens. Settings and admin sections share one alignment rule — icon
column left, everything else flush on the content column — with neutral
header icons, no duplicated section titles under the shell heading, and
every select on the account-style idiom with a visible chevron. The
dashboard's customize icon matches insights, the target-settings link
leaves the home charts, and the mood heatmap adopts the damped fills
the other mood charts already use.
The composer starts as a single line with send beside it and grows only
when the text does; the shift-enter hint and the inline disclaimer are
gone. A typing indicator bubbles before the first token. The context
rail hides by default behind a toggle and stops scrolling sideways,
conversations open in the full view instead of a broken side drawer,
and the coach preferences move into Settings where the rest of the
configuration lives — context toggles and the exclusion list now derive
from one source so they can no longer contradict each other. A floating
bubble appears only while a coach-initiated nudge is unread. Clearly
stated allergies and conditions are remembered immediately through a
deterministic extractor instead of waiting for the twenty-turn
summary pass.
The pregenerate pass now warms the status cards even when the
comprehensive step is budget-blocked, failed or timed out — the gap
that left cards generating on first visit despite the nightly runs —
and the loop gains a per-user timeout so one hanging provider cannot
stall the tick. Schedule edits recompute their rollup days immediately,
the compliance cache keys on the timezone, open doses no longer count
against the nudge trigger, an invite sent against an open registration
still lands in the ledger, the self-report prompt fence uses explicit
data markers, the maintenance crons invalidate the caches they touch,
and a flaky audit assertion polls instead of racing. Six care-focused
achievements join the engine: miss-free streaks, measurement routine,
a complete self-context and a sleep-log run.
The detail page gains a dedicated API tab, the full-edit button becomes
a lifecycle row that opens the editor, the danger zone drops its red
wash in favour of the shared card chrome, and the card menu's edit
entry leads to the detail page it describes. The inventory tab finally
records stock — packs and pens with optional expiry, plus corrections —
instead of pointing at an API. The card's next-dose line reads from the
canonical band model instead of a stale schedule window, which also
showed old dose times after a schedule change; the repair script learns
to reconcile drifted windows and tombstone pending rows parked on
abandoned anchors.
The freshly released metadata-action v6.1.0 exits without output on the
pull-request build path; both call sites pin back to the proven v6.0.0
commit. The dead-code gate also caught an unused read helper and an
unused analytics type left behind by the wave — both removed.
Every standalone intake anchors its slot on the take time since
v1.15.19, so guarding the nightly dedup on that shape excluded ordinary
drift duplicates from collapsing — the original point of the sweep.
Releasing a pinned dose now persists the user's choice on the row, the
dedup and the repair script key their exclusion on that flag, the read
model reports a released row as deliberately off-schedule instead of
re-snapping it within the anchor epsilon, and the attributed badge only
shows on rows actually bound to a slot. A few fixture names and stray
comments also drop personal references.
A deliberately detached ad-hoc intake could be folded back into its slot
cluster by the nightly dedup, and a pinned row could lose its slot to a
sibling on the sync-version tiebreak — pins now outrank every other row
and detached rows never join a cluster, mirrored into the operator
repair script. Pinning onto an already-served slot no longer overwrites
the existing record silently; the API refuses with a clear error while
an identical re-post stays idempotent. The idempotency cache also
refuses to store invite-token-shaped responses.
Invites move into their own admin section with a real ledger: status
badges, expiry, uses, a redemption history of who joined when (new
redemption table, revocation is now soft so history survives), and an
honest one-time link/QR moment. The assistant self-context grows
structured fields for conditions, allergies and focus — encrypted like
the free text — merges age and gender from the profile into one fenced
prompt block, and asks up to three targeted follow-up questions that
surface as tappable chips above the coach composer. A fourth nudge
trigger gently suggests a check-up when the self-context is stale and
the coach is actually in use.
Users can now tell the assistant about themselves in an encrypted
free-text profile that feeds the coach and briefing prompts as clearly
fenced context, with the coach allowed one targeted follow-up question
when the picture is incomplete. Operators on closed registrations can
mint expiring invite links with a QR code from the admin area; a valid
invite opens registration exactly as many times as it allows and records
who redeemed it. A nightly pass watches three deterministic signals —
low adherence, blood pressure above its target band, a falling recovery
trend — and sends at most one coach nudge per week through the existing
notification channels, gated behind the same opt-outs as every other
assistant surface.
Marc-André Bombeck