Follows: followed tags/pools, feeds, unseen badges and blacklist cloud

Backend (new apps.follows):
- FollowedTag/FollowedPool/FollowedPost models; per-user follows with
  unseen tracking, plus FollowCloud for the cached blacklist cloud.
- Two periodic commands sharing one fetch path: sync_followed_tags and
  sync_followed_pools fetch each followed tag/pool's newest posts (one
  e621 search per unique follow), store unseen feed rows, refresh covers
  and pool metadata; both fall back to anonymous e621 access.
- API: /api/follows/tags|pools (follow, unfollow, mark seen), a merged
  feed with per-follow filtering, and /api/follows/cloud/ which rebuilds
  the blacklisted-tag cloud in a daemon thread when its 10 min cache is
  stale (polling returns building/ready).
- e621 client now supports anonymous reads; trimmed posts carry preview
  URLs for covers and feed tiles.

Frontend:
- /followed page: follow forms, cover cards with unseen badges and
  Mark seen, merged feed with filter/unseen toggle, and a blacklist
  cloud panel that polls while building. Followed nav entry added.

ROADMAP.md

@@ -44,9 +44,17 @@ they land.
         using the signed raw file)
   - [x] Show candidate posts to link (thumbnail, rating, score, favs, tags;
         select then confirm — same flow as uploads, exact MD5 marked)
-- [ ] **Follows**
-  - [ ] Follow tags/pools, Followed screens with unseen badges
-  - [ ] "Followed" nav entry
+- [x] **Follows**
+  - [x] Follow tags/pools from the `/followed` page (validated against e621,
+        first feed fetched immediately)
+  - [x] Followed screens: cover cards (latest image), unseen badges and
+        Mark seen per follow
+  - [x] Merged newest-first feed with per-follow filter and unseen-only toggle
+  - [x] Blacklisted-tag cloud built in a daemon thread, then polled
+        (10 min TTL; the user's e621 blacklist, guest default as fallback)
+  - [x] "Followed" nav entry
+  - [x] Periodic sync commands: `sync_followed_tags` and
+        `sync_followed_pools` (one e621 search per unique tag/pool)
 - [ ] `F` shortcut to favorite a post, tag finder in the Ctrl+K palette
 
 ## 3. Uploads & ingestion pipeline
@@ -99,6 +107,8 @@ Files now stage first and are resolved before entering the library.
 ## 6. Infrastructure
 
 - [ ] Guest blacklist refresh on a timer (`refresh_guest_blacklist` via cron/systemd)
+- [ ] Follow sync on a timer (`sync_followed_tags` + `sync_followed_pools` via
+      cron/systemd, e.g. every 30 minutes)
 - [ ] Production setup: build the SPA, serve via Nginx (static + `/media` +
       `/library`), systemd unit for Waitress
 - [ ] Automated tests (backend API + frontend components)

backend/apps/follows/apps.py

@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class FollowsConfig(AppConfig):
+    name = "apps.follows"

backend/apps/follows/cloud.py

@@ -0,0 +1,97 @@
+"""Blacklisted-tag cloud for the Followed page.
+
+The cloud counts tags from the user's e621 blacklist that appear in their
+followed feeds. Building it means one e621 request (the blacklist itself)
+plus a local scan of stored feed posts, so it runs in a daemon thread and
+the page polls until the fresh result lands.
+"""
+
+import logging
+import threading
+from datetime import timedelta
+from fnmatch import fnmatch
+
+from django.contrib.auth import get_user_model
+from django.db import connection
+from django.utils import timezone
+
+from apps.library import e621, guest_filter
+
+from .models import FollowCloud, FollowedPost
+
+logger = logging.getLogger(__name__)
+
+CLOUD_TTL = timedelta(minutes=10)
+BUILD_STALE = timedelta(minutes=5)
+MAX_CLOUD_TAGS = 60
+
+
+def blacklist_patterns_for(user):
+    """(patterns, source): the user's e621 blacklist, else the guest default."""
+    if e621.credentials_configured(user):
+        try:
+            me = e621.get(user, "/users/me.json")
+            lines = str(me.get("blacklisted_tags") or "").splitlines()
+            patterns = guest_filter.parse_blacklist_patterns(lines)
+            if patterns:
+                return patterns, "user"
+        except e621.E621Error as exc:
+            logger.warning("Could not fetch the e621 blacklist for %s: %s", user, exc)
+    return guest_filter.guest_blacklist_patterns(), "default"
+
+
+def compute_cloud(user):
+    """Count blacklist matches across every stored feed post of one user."""
+    patterns, source = blacklist_patterns_for(user)
+    counts = {}
+    seen_posts = set()
+    rows = FollowedPost.objects.filter(user=user).values_list("post_id", "data")
+    for post_id, data in rows:
+        if post_id in seen_posts:
+            continue
+        seen_posts.add(post_id)
+        if not isinstance(data, dict):
+            continue
+        categories = data.get("tags")
+        if not isinstance(categories, dict):
+            continue
+        for values in categories.values():
+            if not isinstance(values, list):
+                continue
+            for tag in values:
+                name = str(tag).strip().lower()
+                if name and any(fnmatch(name, pattern) for pattern in patterns):
+                    counts[name] = counts.get(name, 0) + 1
+    tags = sorted(counts.items(), key=lambda entry: (-entry[1], entry[0]))
+    return {
+        "tags": [[tag, count] for tag, count in tags[:MAX_CLOUD_TAGS]],
+        "posts": len(seen_posts),
+        "source": source,
+        "blacklist_count": len(patterns),
+    }
+
+
+def start_cloud_build(user_id):
+    thread = threading.Thread(target=run_cloud_build, args=(user_id,), daemon=True)
+    thread.start()
+
+
+def run_cloud_build(user_id):
+    User = get_user_model()
+    try:
+        user = User.objects.filter(id=user_id).first()
+        if user is None:
+            return
+        data = compute_cloud(user)
+        FollowCloud.objects.filter(user_id=user_id).update(
+            data=data, computed_at=timezone.now()
+        )
+    except Exception:  # noqa: BLE001 - background builds must not crash workers
+        logger.exception("Blacklist cloud build failed for user %s", user_id)
+    finally:
+        FollowCloud.objects.filter(user_id=user_id).update(
+            building=False, building_since=None
+        )
+        # Background threads hold their own DB connection; release it so
+        # Gunicorn workers do not leak connections when threads finish.
+        connection.close()

backend/apps/follows/management/commands/sync_followed_pools.py

@@ -0,0 +1,62 @@
+from django.core.management.base import BaseCommand, CommandError
+
+from apps.follows import sync
+from apps.follows.models import FollowedPool
+from apps.library import e621
+
+
+class Command(BaseCommand):
+    help = (
+        "Fetch new posts for every followed pool: fills each feed, refreshes "
+        "the card cover (latest image), pool name/count and unseen badges."
+    )
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--user",
+            help="Only sync follows belonging to this username "
+            "(default: every user's follows).",
+        )
+        parser.add_argument(
+            "--limit",
+            type=int,
+            default=sync.FEED_LIMIT,
+            help=f"Posts fetched per pool (default {sync.FEED_LIMIT}).",
+        )
+
+    def handle(self, *args, **options):
+        username = options.get("user")
+        if username and sync.preferred_fetch_user(username) is None:
+            raise CommandError(f"No such user: {username}")
+        fetch_user = sync.preferred_fetch_user(username)
+
+        follows = FollowedPool.objects.select_related("user").order_by(
+            "pool_id", "user_id"
+        )
+        if username:
+            follows = follows.filter(user__username=username)
+        follows = list(follows)
+        grouped = {}
+        for follow in follows:
+            grouped.setdefault(follow.pool_id, []).append(follow)
+
+        created = 0
+        for pool_id, group in grouped.items():
+            try:
+                posts = sync.search_posts(
+                    fetch_user, f"pool:{pool_id}", options["limit"]
+                )
+            except e621.E621Error as exc:
+                raise CommandError(f"Aborted at pool #{pool_id}: {exc}")
+            for follow in group:
+                created += sync.sync_pool_follow(
+                    follow, fetch_user, posts=posts
+                )
+
+        identity = getattr(fetch_user, "username", None) or "anonymous"
+        self.stdout.write(
+            self.style.SUCCESS(
+                f"Synced {len(grouped)} pool(s) across {len(follows)} follow(s) "
+                f"as {identity}: {created} new post(s)."
+            )
+        )

backend/apps/follows/management/commands/sync_followed_tags.py

@@ -0,0 +1,60 @@
+from django.core.management.base import BaseCommand, CommandError
+
+from apps.follows import sync
+from apps.follows.models import FollowedTag
+from apps.library import e621
+
+
+class Command(BaseCommand):
+    help = (
+        "Fetch new posts for every followed tag: fills each feed, refreshes "
+        "the card cover (latest image) and unseen badges."
+    )
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--user",
+            help="Only sync follows belonging to this username "
+            "(default: every user's follows).",
+        )
+        parser.add_argument(
+            "--limit",
+            type=int,
+            default=sync.FEED_LIMIT,
+            help=f"Posts fetched per tag (default {sync.FEED_LIMIT}).",
+        )
+
+    def handle(self, *args, **options):
+        username = options.get("user")
+        if username and sync.preferred_fetch_user(username) is None:
+            raise CommandError(f"No such user: {username}")
+        fetch_user = sync.preferred_fetch_user(username)
+
+        follows = FollowedTag.objects.select_related("user").order_by(
+            "tag", "user_id"
+        )
+        if username:
+            follows = follows.filter(user__username=username)
+        follows = list(follows)
+        grouped = {}
+        for follow in follows:
+            grouped.setdefault(follow.tag, []).append(follow)
+
+        created = 0
+        for tag, group in grouped.items():
+            try:
+                posts = sync.search_posts(fetch_user, tag, options["limit"])
+            except e621.E621Error as exc:
+                raise CommandError(f"Aborted at tag '{tag}': {exc}")
+            for follow in group:
+                created += sync.sync_tag_follow(
+                    follow, fetch_user, posts=posts
+                )
+
+        identity = getattr(fetch_user, "username", None) or "anonymous"
+        self.stdout.write(
+            self.style.SUCCESS(
+                f"Synced {len(grouped)} tag(s) across {len(follows)} follow(s) "
+                f"as {identity}: {created} new post(s)."
+            )
+        )

backend/apps/follows/migrations/0001_initial.py

@@ -0,0 +1,94 @@
+# Generated by Django 6.1.1 on 2026-09-17 19:04
+
+import django.db.models.deletion
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='FollowCloud',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('data', models.JSONField(blank=True, null=True)),
+                ('computed_at', models.DateTimeField(blank=True, null=True)),
+                ('building', models.BooleanField(default=False)),
+                ('building_since', models.DateTimeField(blank=True, null=True)),
+                ('user', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='follow_cloud', to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='FollowedPool',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('pool_id', models.IntegerField()),
+                ('name', models.CharField(blank=True, default='', max_length=200)),
+                ('post_count', models.IntegerField(default=0)),
+                ('cover_data', models.JSONField(blank=True, null=True)),
+                ('last_synced_at', models.DateTimeField(blank=True, null=True)),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='followed_pools', to=settings.AUTH_USER_MODEL)),
+            ],
+            options={
+                'ordering': ['pool_id'],
+            },
+        ),
+        migrations.CreateModel(
+            name='FollowedTag',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('tag', models.CharField(max_length=200)),
+                ('cover_data', models.JSONField(blank=True, null=True)),
+                ('last_synced_at', models.DateTimeField(blank=True, null=True)),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='followed_tags', to=settings.AUTH_USER_MODEL)),
+            ],
+            options={
+                'ordering': ['tag'],
+            },
+        ),
+        migrations.CreateModel(
+            name='FollowedPost',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('post_id', models.IntegerField(db_index=True)),
+                ('data', models.JSONField(default=dict)),
+                ('seen', models.BooleanField(db_index=True, default=False)),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('pool', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='posts', to='follows.followedpool')),
+                ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='followed_posts', to=settings.AUTH_USER_MODEL)),
+                ('tag', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, related_name='posts', to='follows.followedtag')),
+            ],
+            options={
+                'ordering': ['-post_id'],
+            },
+        ),
+        migrations.AddConstraint(
+            model_name='followedpool',
+            constraint=models.UniqueConstraint(fields=('user', 'pool_id'), name='uniq_followed_pool_per_user'),
+        ),
+        migrations.AddConstraint(
+            model_name='followedtag',
+            constraint=models.UniqueConstraint(fields=('user', 'tag'), name='uniq_followed_tag_per_user'),
+        ),
+        migrations.AddIndex(
+            model_name='followedpost',
+            index=models.Index(fields=['user', 'post_id'], name='follows_fol_user_id_47fdab_idx'),
+        ),
+        migrations.AddConstraint(
+            model_name='followedpost',
+            constraint=models.UniqueConstraint(fields=('tag', 'post_id'), name='uniq_followed_tag_post'),
+        ),
+        migrations.AddConstraint(
+            model_name='followedpost',
+            constraint=models.UniqueConstraint(fields=('pool', 'post_id'), name='uniq_followed_pool_post'),
+        ),
+    ]

backend/apps/follows/models.py

@@ -0,0 +1,114 @@
+from django.conf import settings
+from django.db import models
+
+
+class FollowedTag(models.Model):
+    """A tag one user subscribes to; feeds are filled by the sync command."""
+
+    user = models.ForeignKey(
+        settings.AUTH_USER_MODEL,
+        on_delete=models.CASCADE,
+        related_name="followed_tags",
+    )
+    tag = models.CharField(max_length=200)
+    cover_data = models.JSONField(null=True, blank=True)
+    last_synced_at = models.DateTimeField(null=True, blank=True)
+    created_at = models.DateTimeField(auto_now_add=True)
+
+    class Meta:
+        ordering = ["tag"]
+        constraints = [
+            models.UniqueConstraint(
+                fields=["user", "tag"], name="uniq_followed_tag_per_user"
+            ),
+        ]
+
+    def __str__(self):
+        return f"{self.user} follows tag:{self.tag}"
+
+
+class FollowedPool(models.Model):
+    """A pool one user subscribes to; feeds are filled by the sync command."""
+
+    user = models.ForeignKey(
+        settings.AUTH_USER_MODEL,
+        on_delete=models.CASCADE,
+        related_name="followed_pools",
+    )
+    pool_id = models.IntegerField()
+    name = models.CharField(max_length=200, blank=True, default="")
+    post_count = models.IntegerField(default=0)
+    cover_data = models.JSONField(null=True, blank=True)
+    last_synced_at = models.DateTimeField(null=True, blank=True)
+    created_at = models.DateTimeField(auto_now_add=True)
+
+    class Meta:
+        ordering = ["pool_id"]
+        constraints = [
+            models.UniqueConstraint(
+                fields=["user", "pool_id"], name="uniq_followed_pool_per_user"
+            ),
+        ]
+
+    def __str__(self):
+        return f"{self.user} follows pool:{self.pool_id}"
+
+
+class FollowedPost(models.Model):
+    """One post seen in a followed feed (stored once per follow source)."""
+
+    user = models.ForeignKey(
+        settings.AUTH_USER_MODEL,
+        on_delete=models.CASCADE,
+        related_name="followed_posts",
+    )
+    tag = models.ForeignKey(
+        FollowedTag,
+        null=True,
+        blank=True,
+        on_delete=models.CASCADE,
+        related_name="posts",
+    )
+    pool = models.ForeignKey(
+        FollowedPool,
+        null=True,
+        blank=True,
+        on_delete=models.CASCADE,
+        related_name="posts",
+    )
+    post_id = models.IntegerField(db_index=True)
+    data = models.JSONField(default=dict)
+    seen = models.BooleanField(default=False, db_index=True)
+    created_at = models.DateTimeField(auto_now_add=True)
+
+    class Meta:
+        ordering = ["-post_id"]
+        indexes = [models.Index(fields=["user", "post_id"])]
+        constraints = [
+            models.UniqueConstraint(
+                fields=["tag", "post_id"], name="uniq_followed_tag_post"
+            ),
+            models.UniqueConstraint(
+                fields=["pool", "post_id"], name="uniq_followed_pool_post"
+            ),
+        ]
+
+    def __str__(self):
+        return f"#{self.post_id} for {self.user}"
+
+
+class FollowCloud(models.Model):
+    """Cached blacklisted-tag cloud for the Followed page, built in a thread."""
+
+    user = models.OneToOneField(
+        settings.AUTH_USER_MODEL,
+        on_delete=models.CASCADE,
+        related_name="follow_cloud",
+    )
+    data = models.JSONField(null=True, blank=True)
+    computed_at = models.DateTimeField(null=True, blank=True)
+    building = models.BooleanField(default=False)
+    building_since = models.DateTimeField(null=True, blank=True)
+
+    def __str__(self):
+        return f"Follow cloud for {self.user}"

backend/apps/follows/serializers.py

@@ -0,0 +1,53 @@
+from rest_framework import serializers
+
+from .models import FollowedPool, FollowedTag
+
+
+class FollowedTagSerializer(serializers.ModelSerializer):
+    unseen_count = serializers.IntegerField(read_only=True)
+
+    class Meta:
+        model = FollowedTag
+        fields = [
+            "id",
+            "tag",
+            "unseen_count",
+            "cover_data",
+            "last_synced_at",
+            "created_at",
+        ]
+        read_only_fields = [
+            "id",
+            "tag",
+            "unseen_count",
+            "cover_data",
+            "last_synced_at",
+            "created_at",
+        ]
+
+
+class FollowedPoolSerializer(serializers.ModelSerializer):
+    unseen_count = serializers.IntegerField(read_only=True)
+
+    class Meta:
+        model = FollowedPool
+        fields = [
+            "id",
+            "pool_id",
+            "name",
+            "post_count",
+            "unseen_count",
+            "cover_data",
+            "last_synced_at",
+            "created_at",
+        ]
+        read_only_fields = [
+            "id",
+            "pool_id",
+            "name",
+            "post_count",
+            "unseen_count",
+            "cover_data",
+            "last_synced_at",
+            "created_at",
+        ]

backend/apps/follows/sync.py

@@ -0,0 +1,171 @@
+"""Fetch and store followed tag/pool feeds from e621.
+
+Used by the two periodic management commands (`sync_followed_tags`,
+`sync_followed_pools`) and by the follow API for the first fill of a new
+subscription. One e621 search per unique tag/pool is shared across every
+user following it.
+"""
+
+import logging
+
+from django.contrib.auth import get_user_model
+from django.utils import timezone
+
+from apps.library import e621
+from apps.library.services import trim_e621_post
+
+from .models import FollowedPool, FollowedPost, FollowedTag
+
+logger = logging.getLogger(__name__)
+
+FEED_LIMIT = 24
+PRUNE_KEEP = 200
+
+
+def preferred_fetch_user(username=None):
+    """A configured account for sync calls; None means run anonymously.
+
+    e621 serves post searches and pool reads anonymously, so a missing
+    account is not fatal — credentials mainly raise rate limits.
+    """
+    User = get_user_model()
+    if username:
+        return User.objects.filter(username=username).first()
+    return (
+        User.objects.filter(is_staff=True)
+        .exclude(e621_username="")
+        .exclude(e621_api_key="")
+        .order_by("id")
+        .first()
+    )
+
+
+def search_posts(user, term, limit=FEED_LIMIT):
+    """Newest posts for a search term (``tag`` or ``pool:<id>``)."""
+    payload = e621.get(
+        user,
+        "/posts.json",
+        params={"tags": term, "limit": limit},
+        require_auth=False,
+    )
+    posts = payload.get("posts") if isinstance(payload, dict) else None
+    return posts or []
+
+
+def cover_payload(post):
+    """Lightweight card cover: enough to render a thumbnail and rating."""
+    if not isinstance(post, dict):
+        return None
+    preview = post.get("preview") or {}
+    score = post.get("score") or {}
+    return {
+        "post_id": post.get("id"),
+        "rating": post.get("rating"),
+        "preview_url": preview.get("url"),
+        "score": score.get("total"),
+        "fav_count": post.get("fav_count"),
+    }
+
+
+def feed_payload(post):
+    """Compact stored post for the feed (tags included for the tag cloud)."""
+    trimmed = trim_e621_post(post)
+    if trimmed is None:
+        return None
+    return {
+        "id": trimmed.get("id"),
+        "created_at": trimmed.get("created_at"),
+        "rating": trimmed.get("rating"),
+        "tags": trimmed.get("tags") or {},
+        "score": trimmed.get("score") or {},
+        "fav_count": trimmed.get("fav_count"),
+        "file": trimmed.get("file") or {},
+        "preview": trimmed.get("preview") or {},
+        "uploader_name": trimmed.get("uploader_name"),
+    }
+
+
+def _store_posts(follow, posts, tag=None, pool=None):
+    """Insert unseen rows for new posts. Returns how many were added."""
+    existing = set(follow.posts.values_list("post_id", flat=True))
+    rows = []
+    for post in posts:
+        post_id = post.get("id") if isinstance(post, dict) else None
+        if not isinstance(post_id, int) or post_id in existing:
+            continue
+        data = feed_payload(post)
+        if data is None:
+            continue
+        rows.append(
+            FollowedPost(
+                user=follow.user,
+                post_id=post_id,
+                data=data,
+                tag=tag,
+                pool=pool,
+            )
+        )
+    if rows:
+        FollowedPost.objects.bulk_create(rows, ignore_conflicts=True)
+        _prune(follow)
+    return len(rows)
+
+
+def _prune(follow):
+    """Keep only the newest PRUNE_KEEP posts per follow."""
+    keep = list(
+        follow.posts.order_by("-post_id").values_list("id", flat=True)[
+            :PRUNE_KEEP
+        ]
+    )
+    follow.posts.exclude(id__in=keep).delete()
+
+
+def sync_tag_follow(follow: FollowedTag, fetch_user=None, limit=FEED_LIMIT, posts=None):
+    """Fetch new posts for one followed tag; updates cover and sync time."""
+    if posts is None:
+        posts = search_posts(fetch_user, follow.tag, limit)
+    added = _store_posts(follow, posts, tag=follow)
+    updates = ["last_synced_at"]
+    cover = cover_payload(posts[0]) if posts else None
+    if cover is not None:
+        follow.cover_data = cover
+        updates.append("cover_data")
+    follow.last_synced_at = timezone.now()
+    follow.save(update_fields=updates)
+    return added
+
+
+def sync_pool_follow(
+    follow: FollowedPool,
+    fetch_user=None,
+    limit=FEED_LIMIT,
+    posts=None,
+    refresh_meta=True,
+):
+    """Fetch new posts for one followed pool; updates cover and metadata."""
+    if posts is None:
+        posts = search_posts(fetch_user, f"pool:{follow.pool_id}", limit)
+    added = _store_posts(follow, posts, pool=follow)
+    updates = ["last_synced_at"]
+    cover = cover_payload(posts[0]) if posts else None
+    if cover is not None:
+        follow.cover_data = cover
+        updates.append("cover_data")
+    if refresh_meta or not follow.name:
+        try:
+            pool = e621.get(
+                fetch_user,
+                f"/pools/{follow.pool_id}.json",
+                require_auth=False,
+            )
+        except e621.E621Error as exc:
+            logger.warning("Could not refresh pool %s: %s", follow.pool_id, exc)
+        else:
+            if isinstance(pool, dict) and pool.get("id"):
+                follow.name = str(pool.get("name") or "")[:200]
+                follow.post_count = int(pool.get("post_count") or 0)
+                updates += ["name", "post_count"]
+    follow.last_synced_at = timezone.now()
+    follow.save(update_fields=updates)
+    return added

backend/apps/follows/urls.py

@@ -0,0 +1,25 @@
+from django.urls import include, path
+from rest_framework.routers import DefaultRouter
+
+from .views import (
+    FollowCloudView,
+    FollowedFeedView,
+    FollowedPoolViewSet,
+    FollowedPostSeenView,
+    FollowedTagViewSet,
+)
+
+router = DefaultRouter()
+router.register("follows/tags", FollowedTagViewSet, basename="followed-tag")
+router.register("follows/pools", FollowedPoolViewSet, basename="followed-pool")
+
+urlpatterns = [
+    path("", include(router.urls)),
+    path("follows/feed/", FollowedFeedView.as_view(), name="followed_feed"),
+    path("follows/cloud/", FollowCloudView.as_view(), name="followed_cloud"),
+    path(
+        "follows/posts/<int:post_id>/seen/",
+        FollowedPostSeenView.as_view(),
+        name="followed_post_seen",
+    ),
+]

backend/apps/follows/views.py

@@ -0,0 +1,317 @@
+import re
+
+from django.db.models import Count, Q
+from django.utils import timezone
+from rest_framework import mixins, status, viewsets
+from rest_framework.decorators import action
+from rest_framework.permissions import IsAuthenticated
+from rest_framework.response import Response
+from rest_framework.views import APIView
+
+from apps.library import e621
+
+from . import cloud as cloud_service
+from . import sync
+from .models import FollowCloud, FollowedPool, FollowedPost, FollowedTag
+from .serializers import FollowedPoolSerializer, FollowedTagSerializer
+
+POOL_URL_RE = re.compile(r"/pools/(\d+)")
+
+
+def _parse_page(request, default_per_page=48):
+    try:
+        per_page = int(request.query_params.get("per_page", default_per_page))
+    except ValueError:
+        per_page = default_per_page
+    try:
+        page = int(request.query_params.get("page", 1))
+    except ValueError:
+        page = 1
+    return max(1, page), min(200, max(1, per_page))
+
+
+class FollowedTagViewSet(
+    mixins.ListModelMixin,
+    mixins.CreateModelMixin,
+    mixins.DestroyModelMixin,
+    viewsets.GenericViewSet,
+):
+    """Tags the current user follows."""
+
+    serializer_class = FollowedTagSerializer
+    permission_classes = [IsAuthenticated]
+    http_method_names = ["get", "post", "delete", "head", "options"]
+
+    def get_queryset(self):
+        return (
+            FollowedTag.objects.filter(user=self.request.user)
+            .annotate(
+                unseen_count=Count("posts", filter=Q(posts__seen=False), distinct=True)
+            )
+            .order_by("tag")
+        )
+
+    def create(self, request):
+        tag = str(request.data.get("tag") or "").strip().lower()[:200]
+        if not tag:
+            return Response(
+                {"detail": "A tag is required."}, status=status.HTTP_400_BAD_REQUEST
+            )
+        if FollowedTag.objects.filter(user=request.user, tag=tag).exists():
+            return Response(
+                {"detail": f"Already following '{tag}'."},
+                status=status.HTTP_400_BAD_REQUEST,
+            )
+        try:
+            results = e621.get(
+                request.user,
+                "/tags.json",
+                params={"search[name_matches]": tag, "limit": 5},
+                require_auth=False,
+            )
+        except e621.E621Error as exc:
+            return Response(
+                {"detail": str(exc)}, status=status.HTTP_502_BAD_GATEWAY
+            )
+        names = {
+            str(entry.get("name", "")).lower()
+            for entry in results
+            if isinstance(entry, dict)
+        }
+        if tag not in names:
+            return Response(
+                {"detail": f"e621 has no tag named '{tag}'."},
+                status=status.HTTP_400_BAD_REQUEST,
+            )
+        follow = FollowedTag.objects.create(user=request.user, tag=tag)
+        FollowCloud.objects.filter(user=request.user).update(computed_at=None)
+        try:
+            sync.sync_tag_follow(follow, request.user)
+        except e621.E621Error:
+            # The periodic command will catch up; the follow still stands.
+            pass
+        follow = self.get_queryset().get(pk=follow.pk)
+        return Response(
+            self.get_serializer(follow).data, status=status.HTTP_201_CREATED
+        )
+
+    def perform_destroy(self, instance):
+        instance.delete()
+        FollowCloud.objects.filter(user=self.request.user).update(computed_at=None)
+
+    @action(detail=True, methods=["post"])
+    def seen(self, request, pk=None):
+        follow = self.get_object()
+        follow.posts.update(seen=True)
+        return Response({"success": True})
+
+
+class FollowedPoolViewSet(
+    mixins.ListModelMixin,
+    mixins.CreateModelMixin,
+    mixins.DestroyModelMixin,
+    viewsets.GenericViewSet,
+):
+    """Pools the current user follows."""
+
+    serializer_class = FollowedPoolSerializer
+    permission_classes = [IsAuthenticated]
+    http_method_names = ["get", "post", "delete", "head", "options"]
+
+    def get_queryset(self):
+        return (
+            FollowedPool.objects.filter(user=self.request.user)
+            .annotate(
+                unseen_count=Count("posts", filter=Q(posts__seen=False), distinct=True)
+            )
+            .order_by("pool_id")
+        )
+
+    def create(self, request):
+        raw = str(
+            request.data.get("pool") or request.data.get("pool_id") or ""
+        ).strip()
+        match = POOL_URL_RE.search(raw)
+        if match:
+            pool_id = int(match.group(1))
+        elif raw.isdigit():
+            pool_id = int(raw)
+        else:
+            return Response(
+                {"detail": "Enter an e621 pool ID or pool URL."},
+                status=status.HTTP_400_BAD_REQUEST,
+            )
+        if FollowedPool.objects.filter(user=request.user, pool_id=pool_id).exists():
+            return Response(
+                {"detail": f"Already following pool #{pool_id}."},
+                status=status.HTTP_400_BAD_REQUEST,
+            )
+        try:
+            pool = e621.get(
+                request.user, f"/pools/{pool_id}.json", require_auth=False
+            )
+        except e621.E621NotFound:
+            return Response(
+                {"detail": f"e621 has no pool #{pool_id}."},
+                status=status.HTTP_400_BAD_REQUEST,
+            )
+        except e621.E621Error as exc:
+            return Response(
+                {"detail": str(exc)}, status=status.HTTP_502_BAD_GATEWAY
+            )
+        follow = FollowedPool.objects.create(
+            user=request.user,
+            pool_id=pool_id,
+            name=str(pool.get("name") or "")[:200],
+            post_count=int(pool.get("post_count") or 0),
+        )
+        FollowCloud.objects.filter(user=request.user).update(computed_at=None)
+        try:
+            sync.sync_pool_follow(follow, request.user, refresh_meta=False)
+        except e621.E621Error:
+            pass
+        follow = self.get_queryset().get(pk=follow.pk)
+        return Response(
+            self.get_serializer(follow).data, status=status.HTTP_201_CREATED
+        )
+
+    def perform_destroy(self, instance):
+        instance.delete()
+        FollowCloud.objects.filter(user=self.request.user).update(computed_at=None)
+
+    @action(detail=True, methods=["post"])
+    def seen(self, request, pk=None):
+        follow = self.get_object()
+        follow.posts.update(seen=True)
+        return Response({"success": True})
+
+
+class FollowedFeedView(APIView):
+    """Merged newest-first feed across followed tags and pools."""
+
+    permission_classes = [IsAuthenticated]
+
+    def get(self, request):
+        page, per_page = _parse_page(request)
+        queryset = FollowedPost.objects.filter(user=request.user).order_by(
+            "-post_id"
+        )
+        tag_id = request.query_params.get("tag", "")
+        pool_id = request.query_params.get("pool", "")
+        if tag_id.isdigit():
+            queryset = queryset.filter(tag_id=int(tag_id))
+        if pool_id.isdigit():
+            queryset = queryset.filter(pool_id=int(pool_id))
+        if request.query_params.get("unseen") == "1":
+            queryset = queryset.filter(seen=False)
+
+        tag_names = dict(
+            FollowedTag.objects.filter(user=request.user).values_list("id", "tag")
+        )
+        pool_names = dict(
+            FollowedPool.objects.filter(user=request.user).values_list(
+                "id", "name"
+            )
+        )
+        entries = {}
+        for post_id, seen, data, tag, pool in queryset.values_list(
+            "post_id", "seen", "data", "tag_id", "pool_id"
+        )[:2000]:
+            entry = entries.get(post_id)
+            if entry is None:
+                entry = entries[post_id] = {
+                    "post_id": post_id,
+                    "seen": seen,
+                    "data": data,
+                    "sources": [],
+                }
+            else:
+                entry["seen"] = entry["seen"] and seen
+            if tag and not any(
+                source["kind"] == "tag" and source["id"] == tag
+                for source in entry["sources"]
+            ):
+                entry["sources"].append(
+                    {
+                        "kind": "tag",
+                        "id": tag,
+                        "label": tag_names.get(tag, f"tag:{tag}"),
+                    }
+                )
+            if pool and not any(
+                source["kind"] == "pool" and source["id"] == pool
+                for source in entry["sources"]
+            ):
+                entry["sources"].append(
+                    {
+                        "kind": "pool",
+                        "id": pool,
+                        "label": pool_names.get(pool) or f"Pool #{pool}",
+                    }
+                )
+
+        items = list(entries.values())
+        count = len(items)
+        start = (page - 1) * per_page
+        return Response(
+            {
+                "count": count,
+                "page": page,
+                "per_page": per_page,
+                "has_next": start + per_page < count,
+                "results": items[start : start + per_page],
+            }
+        )
+
+
+class FollowedPostSeenView(APIView):
+    """Mark one post seen across every follow it appears in."""
+
+    permission_classes = [IsAuthenticated]
+
+    def post(self, request, post_id):
+        FollowedPost.objects.filter(user=request.user, post_id=post_id).update(
+            seen=True
+        )
+        return Response({"success": True})
+
+
+class FollowCloudView(APIView):
+    """The blacklisted-tag cloud, rebuilt in a thread when stale."""
+
+    permission_classes = [IsAuthenticated]
+
+    def get(self, request):
+        cloud, _ = FollowCloud.objects.get_or_create(user=request.user)
+        now = timezone.now()
+        stale = cloud.computed_at is None or now - cloud.computed_at > (
+            cloud_service.CLOUD_TTL
+        )
+        if stale:
+            reclaim = Q(building=False) | Q(
+                building_since__lt=now - cloud_service.BUILD_STALE
+            )
+            started = (
+                FollowCloud.objects.filter(pk=cloud.pk)
+                .filter(reclaim)
+                .update(building=True, building_since=now)
+            )
+            if started:
+                cloud_service.start_cloud_build(request.user.id)
+                cloud.refresh_from_db()
+        building = cloud.building and not (
+            cloud.building_since
+            and now - cloud.building_since > cloud_service.BUILD_STALE
+        )
+        data = cloud.data or {}
+        return Response(
+            {
+                "status": "building" if building else "ready",
+                "stale": stale,
+                "tags": data.get("tags", []),
+                "posts": data.get("posts", 0),
+                "source": data.get("source"),
+                "blacklist_count": data.get("blacklist_count", 0),
+                "computed_at": cloud.computed_at,
+            }
+        )

backend/apps/library/e621.py

@@ -41,13 +41,17 @@ def _wait_for_slot():
         _last_request_at = time.monotonic()
 
 
-def get(user, path, params=None, timeout=30):
+def get(user, path, params=None, timeout=30, require_auth=True):
     """GET an e621 API path using the user's credentials.
 
+    Reads that e621 serves anonymously (searches, pools, tags) can pass
+    require_auth=False; matching endpoints keep requiring credentials.
+
     Raises E621NotFound for 404s and E621Error for everything else that isn't
     a 2xx, so callers never see requests exceptions.
     """
-    if not credentials_configured(user):
+    configured = credentials_configured(user)
+    if require_auth and not configured:
         raise E621Error("Configure your e621 credentials in Account first.")
     base = (getattr(user, "e621_base_url", "") or "https://e621.net").rstrip("/")
     _wait_for_slot()
@@ -55,7 +59,7 @@ def get(user, path, params=None, timeout=30):
         response = requests.get(
             f"{base}{path}",
             params=params,
-            auth=(user.e621_username, user.e621_api_key),
+            auth=(user.e621_username, user.e621_api_key) if configured else None,
             headers={"User-Agent": settings.USER_AGENT},
             timeout=timeout,
         )

backend/apps/library/services.py

@@ -323,6 +323,9 @@ def trim_e621_post(post):
             "height": file_data.get("height"),
             "url": file_data.get("url"),
         },
+        "preview": {
+            "url": (post.get("preview") or {}).get("url"),
+        },
         "uploader_name": post.get("uploader_name"),
     }
 

backend/config/settings.py

@@ -52,6 +52,7 @@ INSTALLED_APPS = [
     "django_filters",
     "apps.accounts",
     "apps.library",
+    "apps.follows",
     "apps.core",
 ]
 

backend/config/urls.py

@@ -9,6 +9,7 @@ urlpatterns = [
     path("api/", include("apps.accounts.api_urls")),
     path("api/", include("apps.core.urls")),
     path("api/", include("apps.library.urls")),
+    path("api/", include("apps.follows.urls")),
 ]
 
 if settings.DEBUG:

frontend/src/App.tsx

@@ -16,6 +16,7 @@ import RegisterPage from "@/features/auth/RegisterPage";
 import DetailPage from "@/features/detail/DetailPage";
 import DeletePage from "@/features/library/DeletePage";
 import DuplicatesPage from "@/features/library/DuplicatesPage";
+import FollowedPage from "@/features/follows/FollowedPage";
 import LibraryPage from "@/features/library/LibraryPage";
 import Md5Redirect from "@/features/library/Md5Redirect";
 import OnlinePage from "@/features/online/OnlinePage";
@@ -70,6 +71,14 @@ export default function App() {
         <Route path="/view/:md5" element={<Md5Redirect />} />
         <Route path="/online" element={<OnlinePage />} />
         <Route path="/online/view/:postId" element={<PostRedirect />} />
+        <Route
+          path="/followed"
+          element={
+            <RequireAuth>
+              <FollowedPage />
+            </RequireAuth>
+          }
+        />
         <Route
           path="/duplicates"
           element={

frontend/src/components/AppShell.tsx

@@ -60,6 +60,7 @@ export function AppShell() {
   const navItems = [
     { to: "/", label: "Library" },
     { to: "/online", label: "Online" },
+    ...(user ? [{ to: "/followed", label: "Followed" }] : []),
     ...(user?.can_upload
       ? [
           { to: "/upload", label: "Upload" },

frontend/src/features/follows/FollowedPage.tsx

@@ -0,0 +1,637 @@
+import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
+import { Eye, Plus, Star, StarOff } from "lucide-react";
+import { useState, type FormEvent } from "react";
+import { Link } from "react-router-dom";
+
+import { Button, EmptyState, Spinner, inputClass } from "@/components/ui";
+import { api, errorMessage } from "@/lib/api";
+import { cn } from "@/lib/cn";
+import { formatDate } from "@/lib/format";
+import type {
+  FollowCloud,
+  FollowCoverData,
+  FollowedPool,
+  FollowedTag,
+  FollowFeed,
+  Paginated,
+} from "@/lib/types";
+
+const ratingPill: Record<string, string> = {
+  s: "bg-ctp-green text-ctp-crust",
+  q: "bg-ctp-peach text-ctp-crust",
+  e: "bg-ctp-red text-ctp-crust",
+};
+
+function invalidateFollows(queryClient: ReturnType<typeof useQueryClient>) {
+  void queryClient.invalidateQueries({ queryKey: ["follows-tags"] });
+  void queryClient.invalidateQueries({ queryKey: ["follows-pools"] });
+  void queryClient.invalidateQueries({ queryKey: ["follows-feed"] });
+}
+
+function unseenLabel(count: number): string {
+  return count > 99 ? "99+ unseen" : `${count} unseen`;
+}
+
+function FollowForms() {
+  const queryClient = useQueryClient();
+  const [tag, setTag] = useState("");
+  const [pool, setPool] = useState("");
+  const [error, setError] = useState<string | null>(null);
+
+  const tagMutation = useMutation({
+    mutationFn: (value: string) =>
+      api<FollowedTag>("/api/follows/tags/", {
+        method: "POST",
+        json: { tag: value },
+      }),
+    onSuccess: () => {
+      setTag("");
+      setError(null);
+      invalidateFollows(queryClient);
+    },
+    onError: (err) => setError(errorMessage(err)),
+  });
+
+  const poolMutation = useMutation({
+    mutationFn: (value: string) =>
+      api<FollowedPool>("/api/follows/pools/", {
+        method: "POST",
+        json: { pool: value },
+      }),
+    onSuccess: () => {
+      setPool("");
+      setError(null);
+      invalidateFollows(queryClient);
+    },
+    onError: (err) => setError(errorMessage(err)),
+  });
+
+  function submitTag(event: FormEvent) {
+    event.preventDefault();
+    const value = tag.trim().toLowerCase();
+    if (value) tagMutation.mutate(value);
+  }
+
+  function submitPool(event: FormEvent) {
+    event.preventDefault();
+    const value = pool.trim();
+    if (value) poolMutation.mutate(value);
+  }
+
+  return (
+    <section className="rounded-lg border border-ctp-surface0 bg-ctp-base p-4">
+      <form
+        onSubmit={submitTag}
+        className="flex flex-wrap items-center gap-2"
+      >
+        <span className="text-xs font-medium uppercase tracking-wide text-ctp-overlay1">
+          Follow a tag
+        </span>
+        <input
+          className={cn(inputClass, "w-48 font-mono")}
+          placeholder="e.g. canine"
+          value={tag}
+          onChange={(event) => setTag(event.target.value)}
+        />
+        <Button type="submit" disabled={tagMutation.isPending || !tag.trim()}>
+          {tagMutation.isPending ? <Spinner className="h-3.5 w-3.5" /> : <Star className="h-4 w-4" />}
+          Follow
+        </Button>
+      </form>
+
+      <form
+        onSubmit={submitPool}
+        className="mt-3 flex flex-wrap items-center gap-2"
+      >
+        <span className="text-xs font-medium uppercase tracking-wide text-ctp-overlay1">
+          Follow a pool
+        </span>
+        <input
+          className={cn(inputClass, "w-48 font-mono")}
+          placeholder="Pool ID or URL"
+          value={pool}
+          onChange={(event) => setPool(event.target.value)}
+        />
+        <Button
+          type="submit"
+          variant="secondary"
+          disabled={poolMutation.isPending || !pool.trim()}
+        >
+          {poolMutation.isPending ? <Spinner className="h-3.5 w-3.5" /> : <Plus className="h-4 w-4" />}
+          Follow
+        </Button>
+      </form>
+
+      {error ? <p className="mt-2 text-xs text-ctp-red">{error}</p> : null}
+    </section>
+  );
+}
+
+function FollowCard({
+  title,
+  meta,
+  cover,
+  unseen,
+  syncedAt,
+  selected,
+  onSelect,
+  onSeen,
+  onUnfollow,
+}: {
+  title: string;
+  meta: string;
+  cover: FollowCoverData | null;
+  unseen: number;
+  syncedAt: string | null;
+  selected: boolean;
+  onSelect: () => void;
+  onSeen: () => void;
+  onUnfollow: () => void;
+}) {
+  const metaLine = [meta, syncedAt ? `synced ${formatDate(syncedAt)}` : null]
+    .filter(Boolean)
+    .join(" · ");
+
+  return (
+    <div
+      className={cn(
+        "overflow-hidden rounded-lg border bg-ctp-base transition",
+        selected
+          ? "border-ctp-mauve ring-2 ring-ctp-mauve/30"
+          : "border-ctp-surface0 hover:border-ctp-surface2",
+      )}
+    >
+      <button
+        type="button"
+        onClick={onSelect}
+        className="relative block aspect-[4/3] w-full overflow-hidden bg-ctp-mantle"
+        title={selected ? "Clear the feed filter" : "Show only this in the feed"}
+      >
+        {cover?.preview_url ? (
+          <img
+            src={cover.preview_url}
+            alt={title}
+            loading="lazy"
+            className="h-full w-full object-cover"
+          />
+        ) : (
+          <span className="flex h-full w-full items-center justify-center text-xs text-ctp-overlay0">
+            No cover yet — run a sync
+          </span>
+        )}
+        {unseen > 0 ? (
+          <span className="absolute right-2 top-2 rounded-full bg-ctp-red px-2 py-0.5 font-mono text-[10px] font-bold text-ctp-crust">
+            {unseenLabel(unseen)}
+          </span>
+        ) : null}
+        {cover?.rating ? (
+          <span
+            className={cn(
+              "absolute left-2 top-2 rounded-full px-1.5 py-0.5 font-mono text-[10px] font-semibold uppercase",
+              ratingPill[cover.rating] ?? "bg-ctp-surface1 text-ctp-text",
+            )}
+          >
+            {cover.rating}
+          </span>
+        ) : null}
+      </button>
+
+      <div className="p-3">
+        <div className="flex items-start justify-between gap-2">
+          <div className="min-w-0">
+            <p className="truncate font-mono text-sm text-ctp-text" title={title}>
+              {title}
+            </p>
+            {metaLine ? (
+              <p className="truncate text-[11px] text-ctp-overlay0">
+                {metaLine}
+              </p>
+            ) : null}
+          </div>
+          <button
+            type="button"
+            onClick={onUnfollow}
+            title="Unfollow"
+            className="shrink-0 rounded p-1 text-ctp-overlay0 transition hover:bg-ctp-red/15 hover:text-ctp-red"
+          >
+            <StarOff className="h-4 w-4" />
+          </button>
+        </div>
+
+        <div className="mt-2 flex items-center gap-2">
+          <Button
+            variant="secondary"
+            className="px-2 py-1 text-xs"
+            disabled={unseen === 0}
+            onClick={onSeen}
+          >
+            <Eye className="h-3.5 w-3.5" /> Mark seen
+          </Button>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+function BlacklistCloudPanel() {
+  const query = useQuery({
+    queryKey: ["follows-cloud"],
+    queryFn: () => api<FollowCloud>("/api/follows/cloud/"),
+    refetchInterval: (q) =>
+      q.state.data?.status === "building" ? 2000 : false,
+  });
+  const cloud = query.data;
+
+  return (
+    <section className="rounded-lg border border-ctp-surface0 bg-ctp-base p-4">
+      <div className="flex items-center justify-between gap-2">
+        <h2 className="text-sm font-semibold text-ctp-subtext1">
+          Blacklisted tags
+        </h2>
+        {cloud?.status === "building" ? (
+          <span className="flex items-center gap-1.5 text-[11px] text-ctp-overlay0">
+            <Spinner className="h-3 w-3" /> building…
+          </span>
+        ) : null}
+      </div>
+
+      <p className="mt-1 text-xs text-ctp-overlay0">
+        {cloud?.source === "user"
+          ? "From your e621 blacklist"
+          : "From e621's anonymous default blacklist"}
+        {cloud ? ` · ${cloud.blacklist_count} entries` : ""}
+        {cloud ? ` · ${cloud.posts} feed post(s) scanned` : ""}
+      </p>
+
+      {query.isPending ? (
+        <div className="mt-3 flex justify-center py-4">
+          <Spinner className="h-4 w-4" />
+        </div>
+      ) : cloud && cloud.tags.length > 0 ? (
+        <div className="mt-3 flex flex-wrap gap-1.5">
+          {cloud.tags.map(([tag, count]) => (
+            <span
+              key={tag}
+              className="rounded border border-ctp-red/30 bg-ctp-red/10 px-1.5 py-0.5 font-mono text-[11px] text-ctp-red"
+            >
+              {tag} ({count})
+            </span>
+          ))}
+        </div>
+      ) : (
+        <p className="mt-3 text-xs text-ctp-overlay0">
+          No blacklisted tags in your feeds.
+        </p>
+      )}
+
+      {cloud?.computed_at ? (
+        <p className="mt-3 font-mono text-[10px] text-ctp-overlay0">
+          computed {formatDate(cloud.computed_at)}
+        </p>
+      ) : null}
+    </section>
+  );
+}
+
+export default function FollowedPage() {
+  const queryClient = useQueryClient();
+  const [feedSource, setFeedSource] = useState<{
+    kind: "all" | "tag" | "pool";
+    id?: number;
+    label?: string;
+  }>({ kind: "all" });
+  const [unseenOnly, setUnseenOnly] = useState(false);
+  const [page, setPage] = useState(1);
+
+  const tagsQuery = useQuery({
+    queryKey: ["follows-tags"],
+    queryFn: () => api<Paginated<FollowedTag>>("/api/follows/tags/"),
+  });
+  const poolsQuery = useQuery({
+    queryKey: ["follows-pools"],
+    queryFn: () => api<Paginated<FollowedPool>>("/api/follows/pools/"),
+  });
+
+  const feedQuery = useQuery({
+    queryKey: [
+      "follows-feed",
+      feedSource.kind,
+      feedSource.id ?? null,
+      unseenOnly,
+      page,
+    ],
+    queryFn: () => {
+      const params = new URLSearchParams({
+        page: String(page),
+        per_page: "48",
+      });
+      if (feedSource.kind === "tag") params.set("tag", String(feedSource.id));
+      if (feedSource.kind === "pool") params.set("pool", String(feedSource.id));
+      if (unseenOnly) params.set("unseen", "1");
+      return api<FollowFeed>(`/api/follows/feed/?${params.toString()}`);
+    },
+  });
+
+  const seenFollow = useMutation({
+    mutationFn: ({ kind, id }: { kind: "tag" | "pool"; id: number }) =>
+      api(`/api/follows/${kind === "tag" ? "tags" : "pools"}/${id}/seen/`, {
+        method: "POST",
+      }),
+    onSuccess: () => invalidateFollows(queryClient),
+  });
+
+  const seenPost = useMutation({
+    mutationFn: (postId: number) =>
+      api(`/api/follows/posts/${postId}/seen/`, { method: "POST" }),
+    onSuccess: () => invalidateFollows(queryClient),
+  });
+
+  const unfollow = useMutation({
+    mutationFn: ({ kind, id }: { kind: "tag" | "pool"; id: number }) =>
+      api(`/api/follows/${kind === "tag" ? "tags" : "pools"}/${id}/`, {
+        method: "DELETE",
+      }),
+    onSuccess: () => invalidateFollows(queryClient),
+  });
+
+  function selectSource(source: {
+    kind: "all" | "tag" | "pool";
+    id?: number;
+    label?: string;
+  }) {
+    setPage(1);
+    setFeedSource((current) =>
+      current.kind === source.kind && current.id === source.id
+        ? { kind: "all" }
+        : source,
+    );
+  }
+
+  const tags = tagsQuery.data?.results ?? [];
+  const pools = poolsQuery.data?.results ?? [];
+  const feed = feedQuery.data;
+
+  return (
+    <div className="mx-auto flex w-full max-w-6xl flex-col gap-6">
+      <header>
+        <h1 className="text-lg font-semibold">Followed</h1>
+        <p className="mt-1 text-sm text-ctp-overlay0">
+          New posts from your followed e621 tags and pools. The periodic
+          commands refresh these feeds and their covers.
+        </p>
+      </header>
+
+      <FollowForms />
+
+      <div className="grid gap-6 lg:grid-cols-[minmax(0,1fr)_300px]">
+        <div className="flex min-w-0 flex-col gap-6">
+          <section className="flex flex-col gap-3">
+            <h2 className="text-sm font-semibold text-ctp-subtext1">
+              Tags{" "}
+              <span className="font-mono text-[11px] text-ctp-overlay0">
+                {tags.length}
+              </span>
+            </h2>
+            {tagsQuery.isPending ? (
+              <div className="flex justify-center py-8">
+                <Spinner className="h-5 w-5" />
+              </div>
+            ) : tags.length === 0 ? (
+              <p className="text-xs text-ctp-overlay0">
+                No followed tags yet — follow one above.
+              </p>
+            ) : (
+              <div className="grid gap-3 sm:grid-cols-2 xl:grid-cols-3">
+                {tags.map((follow) => (
+                  <FollowCard
+                    key={follow.id}
+                    title={follow.tag}
+                    meta={
+                      follow.cover_data?.post_id
+                        ? `latest #${follow.cover_data.post_id}`
+                        : ""
+                    }
+                    cover={follow.cover_data}
+                    unseen={follow.unseen_count}
+                    syncedAt={follow.last_synced_at}
+                    selected={
+                      feedSource.kind === "tag" && feedSource.id === follow.id
+                    }
+                    onSelect={() =>
+                      selectSource({
+                        kind: "tag",
+                        id: follow.id,
+                        label: `tag:${follow.tag}`,
+                      })
+                    }
+                    onSeen={() =>
+                      seenFollow.mutate({ kind: "tag", id: follow.id })
+                    }
+                    onUnfollow={() =>
+                      unfollow.mutate({ kind: "tag", id: follow.id })
+                    }
+                  />
+                ))}
+              </div>
+            )}
+          </section>
+
+          <section className="flex flex-col gap-3">
+            <h2 className="text-sm font-semibold text-ctp-subtext1">
+              Pools{" "}
+              <span className="font-mono text-[11px] text-ctp-overlay0">
+                {pools.length}
+              </span>
+            </h2>
+            {poolsQuery.isPending ? (
+              <div className="flex justify-center py-8">
+                <Spinner className="h-5 w-5" />
+              </div>
+            ) : pools.length === 0 ? (
+              <p className="text-xs text-ctp-overlay0">
+                No followed pools yet — paste a pool ID or URL above.
+              </p>
+            ) : (
+              <div className="grid gap-3 sm:grid-cols-2 xl:grid-cols-3">
+                {pools.map((follow) => (
+                  <FollowCard
+                    key={follow.id}
+                    title={follow.name || `Pool #${follow.pool_id}`}
+                    meta={`#${follow.pool_id}${
+                      follow.cover_data?.post_id
+                        ? ` · latest #${follow.cover_data.post_id}`
+                        : ""
+                    }`}
+                    cover={follow.cover_data}
+                    unseen={follow.unseen_count}
+                    syncedAt={follow.last_synced_at}
+                    selected={
+                      feedSource.kind === "pool" && feedSource.id === follow.id
+                    }
+                    onSelect={() =>
+                      selectSource({
+                        kind: "pool",
+                        id: follow.id,
+                        label: follow.name || `Pool #${follow.pool_id}`,
+                      })
+                    }
+                    onSeen={() =>
+                      seenFollow.mutate({ kind: "pool", id: follow.id })
+                    }
+                    onUnfollow={() =>
+                      unfollow.mutate({ kind: "pool", id: follow.id })
+                    }
+                  />
+                ))}
+              </div>
+            )}
+          </section>
+
+          <section className="flex flex-col gap-3">
+            <div className="flex flex-wrap items-center justify-between gap-2">
+              <h2 className="text-sm font-semibold text-ctp-subtext1">
+                Feed{" "}
+                <span className="font-mono text-[11px] text-ctp-overlay0">
+                  {feed ? `${feed.count}` : "…"}
+                  {feedSource.kind !== "all"
+                    ? ` · showing ${feedSource.label}`
+                    : ""}
+                </span>
+              </h2>
+              <div className="flex items-center gap-2">
+                <button
+                  type="button"
+                  onClick={() => {
+                    setPage(1);
+                    setUnseenOnly((value) => !value);
+                  }}
+                  className={cn(
+                    "rounded-full border px-2.5 py-1 text-xs font-medium transition",
+                    unseenOnly
+                      ? "border-ctp-blue/40 bg-ctp-blue/15 text-ctp-blue"
+                      : "border-ctp-surface1 text-ctp-subtext0 hover:border-ctp-surface2 hover:text-ctp-text",
+                  )}
+                >
+                  Unseen only
+                </button>
+                {feedSource.kind !== "all" ? (
+                  <button
+                    type="button"
+                    onClick={() => {
+                      setPage(1);
+                      setFeedSource({ kind: "all" });
+                    }}
+                    className="text-xs text-ctp-blue hover:underline"
+                  >
+                    Clear filter
+                  </button>
+                ) : null}
+              </div>
+            </div>
+
+            {feedQuery.isPending ? (
+              <div className="flex justify-center py-12">
+                <Spinner className="h-5 w-5" />
+              </div>
+            ) : !feed || feed.results.length === 0 ? (
+              <EmptyState
+                title="Nothing in the feed"
+                description={
+                  unseenOnly
+                    ? "Everything here is marked seen."
+                    : "Follow tags or pools, or run a sync command to fetch posts."
+                }
+              />
+            ) : (
+              <div className="grid grid-cols-2 gap-3 sm:grid-cols-3 xl:grid-cols-4">
+                {feed.results.map((entry) => (
+                  <Link
+                    key={entry.post_id}
+                    to={`/detail/${entry.post_id}`}
+                    onClick={() => {
+                      if (!entry.seen) seenPost.mutate(entry.post_id);
+                    }}
+                    className="group overflow-hidden rounded-lg border border-ctp-surface0 bg-ctp-base transition hover:border-ctp-surface2"
+                  >
+                    <span className="relative block aspect-square overflow-hidden bg-ctp-mantle">
+                      {entry.data.preview?.url ? (
+                        <img
+                          src={entry.data.preview.url}
+                          alt={`Post #${entry.post_id}`}
+                          loading="lazy"
+                          className="h-full w-full object-cover transition group-hover:scale-[1.03]"
+                        />
+                      ) : (
+                        <span className="flex h-full w-full items-center justify-center text-[10px] text-ctp-overlay0">
+                          No preview
+                        </span>
+                      )}
+                      {!entry.seen ? (
+                        <span
+                          className="absolute left-2 top-2 h-2.5 w-2.5 rounded-full bg-ctp-blue ring-2 ring-ctp-crust"
+                          title="Unseen"
+                        />
+                      ) : null}
+                      {entry.data.rating ? (
+                        <span
+                          className={cn(
+                            "absolute right-2 top-2 rounded-full px-1.5 py-0.5 font-mono text-[10px] font-semibold uppercase",
+                            ratingPill[entry.data.rating] ??
+                              "bg-ctp-surface1 text-ctp-text",
+                          )}
+                        >
+                          {entry.data.rating}
+                        </span>
+                      ) : null}
+                    </span>
+                    <span className="block px-2 py-1.5">
+                      <span className="block font-mono text-[11px] text-ctp-subtext0">
+                        #{entry.post_id}
+                        <span className="text-ctp-overlay0">
+                          {" "}
+                          ▲ {entry.data.score?.total ?? 0}
+                          {entry.data.fav_count
+                            ? ` · ${entry.data.fav_count} ★`
+                            : ""}
+                        </span>
+                      </span>
+                      <span className="block truncate text-[10px] text-ctp-overlay0">
+                        {entry.sources.map((source) => source.label).join(", ")}
+                      </span>
+                    </span>
+                  </Link>
+                ))}
+              </div>
+            )}
+
+            {feed && (page > 1 || feed.has_next) ? (
+              <div className="flex items-center justify-center gap-3">
+                <Button
+                  variant="secondary"
+                  disabled={page <= 1 || feedQuery.isFetching}
+                  onClick={() => setPage((current) => Math.max(1, current - 1))}
+                >
+                  Previous
+                </Button>
+                <span className="font-mono text-xs text-ctp-subtext0">
+                  Page {page}
+                </span>
+                <Button
+                  variant="secondary"
+                  disabled={!feed.has_next || feedQuery.isFetching}
+                  onClick={() => setPage((current) => current + 1)}
+                >
+                  Next
+                </Button>
+              </div>
+            ) : null}
+          </section>
+        </div>
+
+        <aside className="flex flex-col gap-4">
+          <BlacklistCloudPanel />
+        </aside>
+      </div>
+    </div>
+  );
+}

frontend/src/lib/types.ts

@@ -204,6 +204,77 @@ export interface MatchTask {
   updated_at: string;
 }
 
+export interface FollowCoverData {
+  post_id: number | null;
+  rating: string | null;
+  preview_url: string | null;
+  score: number | null;
+  fav_count: number | null;
+}
+
+export interface FollowedTag {
+  id: number;
+  tag: string;
+  unseen_count: number;
+  cover_data: FollowCoverData | null;
+  last_synced_at: string | null;
+  created_at: string;
+}
+
+export interface FollowedPool {
+  id: number;
+  pool_id: number;
+  name: string;
+  post_count: number;
+  unseen_count: number;
+  cover_data: FollowCoverData | null;
+  last_synced_at: string | null;
+  created_at: string;
+}
+
+export interface FollowFeedSource {
+  kind: "tag" | "pool";
+  id: number;
+  label: string;
+}
+
+export interface FollowFeedEntry {
+  post_id: number;
+  seen: boolean;
+  data: {
+    id?: number | null;
+    rating?: string | null;
+    tags?: Record<string, string[]>;
+    score?: { total?: number | null } | null;
+    fav_count?: number | null;
+    file?: {
+      width?: number | null;
+      height?: number | null;
+      ext?: string | null;
+    } | null;
+    preview?: { url?: string | null } | null;
+  };
+  sources: FollowFeedSource[];
+}
+
+export interface FollowFeed {
+  count: number;
+  page: number;
+  per_page: number;
+  has_next: boolean;
+  results: FollowFeedEntry[];
+}
+
+export interface FollowCloud {
+  status: "ready" | "building";
+  stale: boolean;
+  tags: [string, number][];
+  posts: number;
+  source: "user" | "default" | null;
+  blacklist_count: number;
+  computed_at: string | null;
+}
+
 export interface E621IqdbCandidate {
   post_id: number | null;
   score: number | null;