Two UAT findings:
1. The device download filename (Content-Disposition) kept emoji/symbols from the video title.
Add storage.display_filename (drops emoji/symbol/control unicode, keeps spaces + accents)
and use it for the download name — readable and clean ("…alapján!.mp4", no emoji).
2. Deleting/canceling a download removed the job but the shared MediaAsset (and its file) lingered
as cache, so 'Ready files' stayed inflated and disk wasn't freed. Rework: _release_asset drops
the hold and, once no job holds the asset, deletes the file + row immediately (the cache only
needs to span overlapping holders). Also fixes cancel never decrementing (it flipped status to
'canceled' before releasing, tripping the holding-state guard).
Verified: filename emoji-stripped; enqueue→delete removes the asset row + file from disk.
Two tabs in one browser can now run two different signed-in accounts at once.
- The signed session cookie stays the browser's account WALLET (account_ids). Which account a
given tab acts as is a per-tab choice held in sessionStorage and sent per-request via the
X-Siftlode-Account header; current_user honours it only for an account already in the wallet,
without mutating the cookie's default account. Switching accounts sets the header + reloads
THIS tab only, instead of the old cookie-wide switch that changed every tab.
- WebSocket can't send headers, so the per-tab account rides in the ?account= query param
(validated against the wallet).
- Logout is per-tab aware: it signs the requesting tab's active account out of the wallet
(promoting a new default only if the removed one was the default), and the tab drops its
override. A stale per-tab header account 401s just that tab instead of clearing the session.
- Serve index.html with Cache-Control: no-cache so a deploy's new hashed bundle is picked up
immediately instead of the browser running a heuristically-cached stale index.html.
Per-user named snapshots of the feed's FeedFilters. New saved_views table
(migration 0035, unique per user+name, position, is_default) + SavedView
model, and a /api/saved-views router (list/create/patch/delete/reorder)
gated behind require_human so the shared demo account can't pollute it.
Setting is_default clears the flag on the user's other views (one default).
- Live-search view: a results-count selector (20/40/60/100) replaces manual load-more (the free
scrape source pages until that many are gathered); an 'these results are temporary' banner with
a 'Clear now' button that discards them 'as if never added' (api.clearSearch) and returns to
the feed.
- Channel blocklist: a Block/Unblock toggle + 'Blocked' badge on the channel page (blocked
channels don't auto-explore and their videos are hidden), and a 'Blocked channels' section in
the Channel manager with one-click unblock. ChannelDetail.blocked from the backend.
- Admin: a 'Purge discovery' button on the Scheduler page (immediate un-kept search/explore
cleanup). EN/HU/DE throughout.
- Live-search results stay ephemeral: the discovery-cleanup job now also reclaims un-kept
via_search videos (no watch state / not playlisted / channel not subscribed) after a grace
period (search_grace_days), and POST /api/search/clear discards a given result set 'as if
never added' (drops the user's search-finds + deletes the now-orphaned, un-kept videos).
Admin POST /api/admin/purge-discovery runs it on demand (grace 0).
- Count selector: GET /api/search/youtube gains a 'limit' — the free scrape source pages
through continuations until that many results are gathered (no manual load-more); the API
source stays one ≤50 page (cost).
- Per-user channel blocklist (migration 0034 blocked_channels): block/unblock/list endpoints;
blocked channels' videos are dropped from live search before ingest and hidden from the feed
/ Library / explore / channel page; explore refuses a blocked channel.
- New-first ordering: results you already have (subscribed channel, watched/in-progress/saved/
playlisted) sink below genuinely-new discoveries, preserving relevance within each group.
- Channels manager: prominent channel-name search box and the 'Your tags' chips are now
clickable to filter the table by tag (replacing the hidden per-column DataTable popovers).
Both filter client-side over the status-filtered list; a focus-channel intent seeds the
search, the reset intent clears both.
- Feed 'Your tags' sidebar: count user tags in the facet endpoint (the 'other' category) and
make the widget contextual like language/topic — counts reflect the current filter and
zero-count chips hide (e.g. a source=search view with no tagged channels shows 'no matching
tags' instead of the full static list). EN/HU/DE searchPlaceholder.
Adds the backend for a dedicated channel page + ephemeral browsing of un-subscribed
channels:
- migration 0033: channels.{total_view_count,published_at,banner_url,external_links,
from_explore}, videos.via_explore, explored_channels (per-user, grace-clocked).
- enrich channels with part=brandingSettings (banner/links) + statistics.viewCount +
snippet.publishedAt — no extra quota.
- GET /api/channels/{id}: About detail + this user's relationship; lazy-enriches the new
About fields (published_at sentinel).
- POST /api/channels/{id}/explore (require_human, quota-reserve guarded): records the
exploration, flags the channel ephemeral unless followed, ingests one page of uploads
(via_explore) + enriches; returns next_page_token for load-more.
- feed: per-explorer gate — a via_explore video is visible only to users who explored or
subscribe to its channel, so exploration never leaks into everyone's catalog.
- subscribe = keep: clears from_explore + via_explore on the channel's videos.
- scheduler explore_cleanup job + explore_grace_days config: hard-delete explored-but-
unkept channels and their untouched ephemeral videos after a grace period.
Makes the local search behave more like YouTube's — finding videos by the
uploader's own keywords or the query that surfaced them, not only words in the
title. A DB-generated, weighted search_vector (migration 0032) replaces the
title-only FTS index:
- keywords: the creator's snippet.tags (free — already in the snippet we fetch),
stored on enrich.
- search_terms: distinct live-search queries that surfaced the video (across all
users), appended by the search route — folds YouTube's relevance into local
search (a video YT returned for a query becomes findable by it even without a
title match), the user's own idea.
- description (truncated) for broad recall on the existing catalog.
Weighted title(A) > keywords+queries(B) > description(C) so ts_rank keeps title
hits on top. A plain GIN index on the generated column guarantees index use (no
expression/param matching). Verified on localdev: recall 146->213 for one query;
7 'eurovision' hits via the document but not the title; index scan confirmed.
Two related search improvements:
1) Your own live-search results now belong to your Mine feed. A new per-user
search_finds table (migration 0030) records each video you surface via your
YouTube search (the route inserts them idempotently). The Mine feed becomes
'your non-hidden subscriptions OR your search finds', and the Source filter
now applies in Mine too: organic = subscriptions, search = your search finds,
all = both (default stays organic, so the main feed is unchanged). The shared
Library keeps using the global via_search flag.
2) Feed search ranks by relevance instead of a whole-phrase substring. A custom
unaccent_simple text-search config + GIN index (migration 0031) back a
YouTube-like fuzzy match: word-order-independent, multi-word AND, prefix on
the word being typed, accent-insensitive. A new 'relevance' sort orders by
ts_rank; the channel name still matches as a substring. The rank is scaled to
an integer so the keyset cursor pages it exactly (a raw float4 breaks paging).
_filtered_query returns the rank expr so only the feed list uses it.
Live YouTube search can now use YouTube's internal InnerTube endpoint instead
of search.list, materialising results through the same enrich/provenance path
at zero API quota (search.list costs 100 units/page; scrape costs nothing, only
the cheap shared videos.list enrich is charged).
- youtube/search_scrape.py: InnerTube search returning the same page shape as
YouTubeClient.search_videos (items + continuation cursor); SOCS consent cookie,
videoRenderer walk (channels/playlists/Shorts shelves naturally excluded),
type:video filter, cached InnerTube key/version with constant fallbacks.
- routes/search.py: admin-selectable source (search_source, default scrape).
Scrape path skips the 100-unit budget pre-check and logs a zero-cost search
event so the per-user daily cap still counts it; api path unchanged. Response
carries the active source.
- sysconfig/config: new search_source key (scrape|api).
- quota.log_action: record a zero-cost action event for per-user rate limits.
Feed text search used plain ILIKE, which is case- but not diacritic-insensitive, so 'tiesto'
missed the many titles spelled 'Tiësto' — a search that ingested ~45 results showed only ~12.
Enable the postgres unaccent extension (migration 0029) and wrap both sides of the title/
channel match in unaccent(), so 'tiesto' now matches 'Tiësto'. Applies to feed, count and
facets alike.
Replace the binary 'show search-discovered' toggle with a 3-way Source selector in the
Library toolbar, so users can also see ONLY search-discovered videos — not just hide or
mix them. Backend: feed param library_source = organic (default, hides via_search) | all
(both) | search (only via_search), applied in scope=all. Strings in HU/EN/DE.
Add a live YouTube search that materialises results into the shared catalog so
they render with the normal feed cards + in-app player and gain per-user state.
- YouTubeClient.search_videos(): search.list (100 units), embeddable-only, returns
flat stubs + nextPageToken; surfaces liveBroadcastContent for live filtering.
- routes/search.py GET /api/search/youtube: require_human + per-user daily cap
(search_daily_limit_per_user, default 70) + can_spend pre-check (429 on either);
drops live/upcoming, upserts channel stubs (channels.list) + video stubs, enriches
(videos.list), runs the youtube.com/shorts probe, then excludes Shorts/live and
returns feed cards in relevance order with the YouTube pageToken as the cursor.
- Provenance: videos.via_search / channels.from_search (migration 0028) flag
search-discovered rows; the feed hides them from the Library (scope=all) by default
via exclude_search_discovered, leaving the Mine feed untouched.
- quota.actions_today() counts a user's per-action events today for the cap; only the
search.list call is attributed VIDEOS_SEARCH so the counter is exactly 1 per search.
- feed_columns() is the single feed-row projection, consumed by both /feed and the
playlist-detail query (was copy-pasted, drift risk on every new column).
- _replace_items_from_youtube() dedups the YouTube playlist-mirror block shared by
sync_user_playlists and repull_playlist.
- _next_playlist_position/_next_item_position/_add_item replace the append-position
idiom (x4) and the exists-then-insert blocks (x2).
- quota.measured() context manager folds the before/after units diff that the
manual sync routes each re-spelled (also makes quota_remaining_today consistent).
- sync pause/resume now use Depends(admin_user) instead of inline role checks.
- is_messageable_user() unifies the 'real, active, non-suspended human' rule that
was encoded three ways (WS auth, send recipient, and the SQL _messageable()).
- app/utils.py: shared valid_email() + now_utc() (one email regex, was duplicated
in auth.py and admin.py with a looser "@"-in check elsewhere).
- security.hash_token(): one SHA-256 token hasher (was duplicated in auth.py + state.py).
- auth.admin_user dependency + count_admins() helper, replacing the inline role
checks and the last-admin count query repeated across admin.py/me.py/tags.py.
The live-message push now carries both parties, so an incoming message opens
that conversation's dock window if it's closed, or flashes it once if it's
already open (expanded or minimised, without disturbing the minimised state) —
only for messages from someone else, never your own echo.
Dock state (open windows + minimised state) is persisted per user, so a reload
restores exactly what was open, minimised, or closed.
Private user-to-user messages are end-to-end encrypted: the server only ever
stores ciphertext + iv and acts as a key directory (public keys) plus an opaque
store for each user's private key, wrapped client-side with a passphrase the
server never sees — so not even an admin can read a conversation. A separate
kind=system message (plaintext, no sender) powers a server-authored Siftlode
welcome shown on first open, reusable later for announcements.
- models: rework Message (kind, nullable sender/body, ciphertext+iv) + MessageKey;
migrations 0026 (table) + 0027 (E2EE rework).
- routes/messages.py: key directory/blob endpoints, ciphertext send, conversations
+ threads (system + user), lazy welcome, all gated by require_human.
- realtime.py: in-process WebSocket connection registry; /ws delivers sent
messages to a user's open tabs instantly (sync-callable push, single-process).
Replace deep-OFFSET paging (which scans-and-discards skipped rows on the
233k-row catalog and shifts/duplicates rows as the scheduler ingests mid-
scroll) with stable keyset pagination over an opaque cursor.
A single sort registry drives both the ORDER BY and a generic, NULL-aware
keyset WHERE so they can never drift, with Video.id as the unique final
tiebreaker. Covers every sort: newest/oldest, views, duration, title,
subscribers (joined), priority (coalesced multi-key) and the seeded
shuffle. The response now returns next_cursor instead of offset.
Replace the leftover 'subfeed' name across logger names + log_config,
frontend localStorage keys, Postgres user/db/volume defaults in the
compose files, .env.example, config.py, backup/restore scripts and the
README. Pure rename; no behavioural change. localStorage keys move from
subfeed.* to siftlode.* (one-time UI-state reset is acceptable).
- /api/me exposes instance-wide google_enabled. The onboarding nudge no longer auto-opens, and
Settings hides the YouTube-access section + the 'Connect Google' option, when the instance has
no Google OAuth configured (e.g. an email+password-only self-host). A linked account still shows
its 'Connected' status.
- POST /api/setup/admin (create the first admin: active+verified+admin), /config (persist any
registry-backed settings — Google creds, SMTP, quota…), /test-email, and /finish (mark
configured + invalidate the token). All behind require_setup (valid token AND not configured).
- GET /api/setup/info reports secrets_manageable so the wizard hides the Google/SMTP secret steps
on a box without TOKEN_ENCRYPTION_KEY.
- app_state gains configured + setup_token_hash (migration 0025); existing installs (any users)
are marked configured so they never see the wizard, a fresh DB starts in setup mode.
- On first boot the app mints a one-time setup token and logs the wizard URL (only the hash is
stored); the token gates the setup steps (added in 6c).
- A middleware locks all /api + /auth routes (except /api/setup, /api/version, /healthz, static)
to 503 until configured, with a DB-free cached fast-path once setup completes.
- GET /api/setup/status tells the SPA whether to show the wizard.
- New Users page tabs (Users & roles / Access requests / Demo) and a tab-ified Configuration
page, both via a reusable Tabs component (persisted active tab).
- Admin can suspend/unsuspend (migration 0023 adds users.is_suspended) and delete accounts
from the Users & roles tab, with guards (demo / self / last admin).
- Email notifications to the affected user: suspended (reactive, on a blocked sign-in),
reinstated, role changed, and account deleted; the approval email now carries a clickable
app link. The scheduled/manual demo reset also seeds sample channel subscriptions.
- Hide the 'unverified email' chip for Google accounts (Google attests the email).
- Link a Google account to a password account, and adopt the Google identity onto a matching
email account instead of 500ing on a duplicate; set or change a password from Settings.
- Expose has_google/has_password on /api/me for the Sign-in methods UI.
- Mark Google logins email-verified (backfill existing rows, migration 0024); stop a routine
login from clobbering an admin-assigned role (env ADMIN_EMAILS stays the bootstrap admin).
- Suspension login-gates (password + Google callback + current_user) with a rate-limited
'suspended' notice; shared purge_user (cascade delete + access-request cleanup + Google-grant
revoke) behind self- and admin-deletion; single app_base source for user-facing email links.
Add DELETE /api/me/account: permanently erases the signed-in account and all its
personal data — OAuth tokens, subscriptions, tags, video states, playlists,
notifications all cascade on the users row (FK ON DELETE CASCADE); quota-audit
events are kept but anonymised (SET NULL); the email's invite/whitelist row is
removed too. Guards: the shared demo account can't be deleted, and the last
remaining admin can't delete itself. Frontend: a Danger zone in Settings -> Account
(non-demo) with a danger-confirm; on success the session clears and the app lands
on the welcome page. EN/HU/DE. Verified via curl: self-delete + session clear +
demo 403.
A security audit of every mutating endpoint found no isolation gaps — all routes
scope by current_user, admin routes are gated, and the demo account is sandboxed
in its own user_id space (can't reach others' data, escalate, or hit admin
routes). The remaining demo concern is communal pollution of its own shared state,
so add an automatic reset: a new 'demo_reset' scheduler job (admin-tunable
interval, default 12h) reuses the manual reset logic, and no-ops without ever
creating a demo account if none exists. Verified: a triggered run wiped the demo's
video states and re-seeded its sample playlists.
Add email+password auth alongside Google: argon2id hashing; users gains
password_hash/email_verified/is_active and google_sub becomes nullable (migration
0022); a single-use, hashed auth_tokens table for email verification + password
reset. Registration creates a pending (inactive, unverified) account + an access
request; sign-in needs verified email AND admin approval. Anti-enumeration: uniform
register/login/reset responses (a correct-password owner still gets a specific
pending reason). allow_registration flag (DB-tunable). Admin users-list + role
endpoint (guards: not self, not demo, not the last admin); approving access (or a
manual whitelist add) now activates the matching pending account. current_user
rejects deactivated accounts. Verified end-to-end via curl + DB.
Register 8 more keys in the sysconfig registry (quota daily budget + backfill
reserve, recent-backfill window, shorts-probe params, enrich/autotag batch sizes)
and route their reads through the DB-override-or-env resolver at every call site
(quota.py, sync/runner.py, sync/videos.py, sync/autotag.py, sync/maintenance.py,
routes/scheduler.py). All read sites already had a db session in scope. Reads are
read-through (no cache), matching app.state; admin can tune them live, no redeploy.
Add a generic admin-editable config layer (epic 4a): system_config KV table
(migration 0021), a sysconfig registry that is the single source of truth for
DB-overridable keys (type/group/default/bounds/secret) + a DB-override-or-env
resolver, and admin endpoints (GET/PATCH/DELETE /api/admin/config + a test-email
probe). Secrets are Fernet-encrypted at rest (TOKEN_ENCRYPTION_KEY); without it
they stay env-only. First group wired end-to-end: Email/SMTP — email.py now
reads host/port/user/from/password via the resolver (own session, since email
is sent from background tasks).
The quota-attribution action keys were inconsistent (mixed verbs, ad-hoc names,
English-only labels). Introduce a QuotaAction constants holder (one source of
truth), rename every attribution call site to it, and add migration 0020 to
rename historical quota_events.action values. The display label now resolves
from i18n (quotaActions.<key>, EN/HU/DE) instead of a hard-coded English map.
Scheduler job ids and progress phase labels are a separate namespace and are
left untouched.
Same fix as the subscribe reconcile, applied to the remaining endpoints that
wrapped a YouTubeError in a 502: video lookup (feed) and playlist refresh,
push-plan, sync, and delete. A 502 is treated by the client as a transient
"connection lost" blip, so a real, explainable YouTube failure showed the wrong
message. 422 carries the clear detail to the error dialog instead.
Subscribing to a channel the user already follows on YouTube (a local/YouTube
desync — e.g. a stale import dropped the local row, so it resurfaced in the
discovery list) made YouTube return 400 "subscription already exists", which
the endpoint reported as a 502 — and the client shows a 502 as a transient
"connection lost" blip, not the real reason. Treat the duplicate as success:
record the subscription locally (the desired end state already holds; the next
resync fills in the resource id). Surface any other YouTube error as 422 with a
clear message, on both subscribe and unsubscribe, so it isn't mistaken for a
connection drop.
The header's sync indicator spun "fetching history" whenever any channel
still lacked full history — i.e. perpetually, even when the scheduler was
idle between its periodic runs. It now spins only while a channel-sync job
(backfill or RSS poll) is actually running; otherwise pending deep-history
work shows as the calm, static "N without full history" link, and recent
work queued for the next run shows a static "N queued". This makes the
header coherent with the Scheduler dashboard's live state.
Backend exposes running_job_ids() from the scheduler activity and a derived
sync_active flag on /api/sync/my-status.
Add a "Discover from playlists" tab to the Channel manager that lists
channels appearing in the user's playlists they don't subscribe to, with
a one-click Subscribe.
- GET /api/channels/discovery: local join (playlist_items -> videos ->
channels) minus the user's subscriptions and their own channel. Enriches
stub channels' metadata up front (title/thumbnail/subscriber count via the
API key) so the user can judge a channel before subscribing; videos are
not pulled (the scheduler picks those up).
- POST /api/channels/{id}/subscribe: write-scope gated, subscriptions.insert
+ local Subscription with the returned resource id.
- YouTubeClient.insert_subscription / get_my_channel_id.
- users.yt_channel_id (migration 0019) caches the user's own channel id so
discovery can exclude it.
- Frontend: ChannelDiscovery DataTable, Channels tab toggle (persisted),
api methods, trilingual strings. Subscribe ships a typed notification
payload (ChannelSubscribedMeta) for the inbox to act on.
Expose the maintenance job's rolling re-validation batch (videos re-checked per
run) as an admin control on the Scheduler dashboard, stored in app_state
(migration 0018; NULL = the env/config default). The job reads the effective
value each run via a state helper, clamped to a sane range. Trilingual.
Add per-job "Run now" buttons and a "Start all now" button to the admin Scheduler
dashboard (admin-gated endpoints). Triggers run the job in a background thread
independent of its interval, refusing a concurrent run (409). While running, the
long jobs (maintenance, enrich, backfill, shorts) report live progress through a
decoupled contextvar sink, shown as a progress bar on the job row via the existing
4s poll. A manually-triggered run posts a completion notification to the triggering
admin's inbox (scheduled runs stay silent to avoid spam); the inbox renders the
"scheduler" type trilingually from type+data. While here, give the maintenance job
its missing dashboard label/description in all three languages.
Add a daily maintenance/validation job that detects videos which can't be played
anywhere and retires them safely. Two phases: re-check already-flagged videos
(recover if available again, else hard-delete once the grace period elapses,
cascading to states/playlist items), and a rolling re-validation of the
least-recently-checked currently-available videos that flags newly-unplayable
ones (hidden from the feed immediately via unavailable_since).
Detection is ~free: a video missing from the videos.list response is
deleted-or-private; an `upcoming` premiere >2 days past its scheduled start that
never went live is abandoned. A still-live broadcast is kept (legit 24/7 stream).
Enrichment now also fetches part=status to populate the status columns. Grace is
7 days for removed videos, none for abandoned. Before deleting, affected users
get one batched notification (never per-video). Interval is admin-tunable via the
Scheduler dashboard; batch size and grace are config. Quota-attributed to the
system and bounded by the same backfill reserve as the other jobs.
Add a server-backed notification center that coexists with the client-side
transient bell: a per-user `notifications` table (type/title/body/data JSON/
read/dismissed), a `/api/me/notifications` CRUD API (list, unread_count, read,
read_all, dismiss, clear), and a left-nav inbox module with a live unread badge
polled via useLiveQuery. Known types render trilingual text from type+data
(English stored text is the fallback); read rows are trimmed past a soft cap.
Also adds the schema the maintenance job builds on: videos.list?part=status
columns (embeddable/privacy_status/upload_status) and the validation lifecycle
columns (last_checked_at, unavailable_since, unavailable_reason).
Page-id validation is centralized in one PAGES source of truth (isPage) so the
new page survives reload without a second allowlist to keep in sync.
- Channel-row tags show only what's attached; a '+' opens a per-channel picker. Clicking a tag
filters the feed by it; a 'Your tags' sidebar widget makes that filter visible/clearable.
- Tag manager dialog (add/rename/delete; delete only confirms when the tag is in use), reachable
from the Channel manager and the feed sidebar; hovering a tag's count lists its channels, each a
link that focuses it in the Channel manager (DataTable gains an external filter input).
- Video cards get a reset action that clears all watch state (incl. an in-progress position).
- api.req() now raises the error dialog on 5xx and 400/409/422 with the server's reason.
- Duplicate-tag create/rename hit the uq_tags_user_name constraint and 500'd; now caught and
returned as a clear 409 ('You already have a tag named …').
- New global error dialog (errorDialog store + ErrorDialog modal) for definitive server refusals;
the api layer wiring + mount land with the rest of the round.
- Modal now keeps a stack so ESC dismisses only the top modal — an error over the tag editor
closes the error and leaves the editor open.
- Add Last upload, total Length and a Normal/Shorts/Live breakdown, computed on read in the
existing grouped query (~35ms over the full catalog — measured, so no denormalization).
- Subscribers shown compact (919K), since the YouTube API already rounds them.
- Tag cell now shows only the tags actually attached to a channel; a '+' opens a per-channel
picker to attach/detach, instead of listing every user tag on every row.
POST /api/channels/{id}/reset-backfill (admin-only): clear the channel's backfill
markers, re-opt into deep backfill and re-run its recent pull now — a re-fetch-from-
scratch trigger regardless of current sync state. Idempotent (videos upsert by id).
The in-app player marks a video watched when it reaches the end, firing
POST /videos/{id}/state at the same instant as a progress checkpoint. The
progress endpoint deletes the 'new' video_states row near the end, so the
concurrent state UPDATE matched 0 rows and raised StaleDataError -> 500. The
watched status was never persisted (and Feed swallowed the error), so the
video stayed in the unwatched feed even after a refresh.
- set_video_state: atomic INSERT ... ON CONFLICT (uq_user_video) DO UPDATE for
watched/hidden, immune to a concurrent delete; tolerate StaleDataError on the
'new' branch and in the progress endpoint.
- PlayerModal: skip the redundant near-end progress checkpoint when we just
auto-marked watched, removing the self-inflicted race.
- Feed: drop the optimistic override if the server rejects the change, so a
failed request can't leave a card phantom-hidden.
Add scheduler_settings (per-job interval override, migration 0015) and a
PATCH /api/admin/scheduler/jobs/{id} that persists the override and live-
reschedules the running APScheduler job. Intervals load from the DB (env
defaults as fallback); the snapshot reports the live trigger interval.
Record each scheduler job's run activity in-process (running / last result /
error / timestamps) and expose a snapshot. New admin-only GET
/api/admin/scheduler returns the per-job activity (with APScheduler next-run
times), the DB-derived work still queued (channels/videos pending, deep ETA,
live-refresh backlog) and the shared quota picture.
Admin endpoints to manage the demo email whitelist (DB-backed, no env)
and a manual reset that wipes the demo account's per-user state and
re-seeds a few sample playlists from the shared catalog.
Whitelisted emails enter the shared demo user via /auth/demo (lazily
created, no OAuth token/scope), rate-limited per IP and answering
uniformly so it can't be hammered as an enumeration oracle. Add a
require_human dependency that blocks the demo account from quota-spending
sync endpoints and the OAuth upgrade flow, and surface is_demo on /api/me.
