diff --git a/src/client.ts b/src/client.ts
index 9c5e74a..71a644f 100644
--- a/src/client.ts
+++ b/src/client.ts
@@ -1,4 +1,4 @@
-import { Author, type Filter, findReplyTag, matchFilter, RelayPool, TTLCache } from '@/deps.ts';
+import { Author, type Filter, findReplyTag, matchFilters, RelayPool, TTLCache } from '@/deps.ts';
 import { type Event, type SignedEvent } from '@/event.ts';
 
 import { Conf } from './config.ts';
@@ -34,16 +34,16 @@ interface GetFilterOpts {
 }
 
 /** Get events from a NIP-01 filter. */
-function getFilter<K extends number>(filter: Filter<K>, opts: GetFilterOpts = {}): Promise<SignedEvent<K>[]> {
+function getFilters<K extends number>(filters: Filter<K>[], opts: GetFilterOpts = {}): Promise<SignedEvent<K>[]> {
   return new Promise((resolve) => {
     let tid: number;
     const results: SignedEvent[] = [];
 
     const unsub = getPool().subscribe(
-      [filter],
+      filters,
       Conf.poolRelays,
       (event: SignedEvent | null) => {
-        if (event && matchFilter(filter, event)) {
+        if (event && matchFilters(filters, event)) {
           results.push({
             id: event.id,
             kind: event.kind,
@@ -54,7 +54,8 @@ function getFilter<K extends number>(filter: Filter<K>, opts: GetFilterOpts = {}
             sig: event.sig,
           });
         }
-        if (filter.limit && results.length >= filter.limit) {
+        // HACK
+        if (filters.length === 1 && filters[0].limit && results.length >= filters[0].limit) {
           unsub();
           clearTimeout(tid);
           resolve(results as SignedEvent<K>[]);
@@ -77,6 +78,11 @@ function getFilter<K extends number>(filter: Filter<K>, opts: GetFilterOpts = {}
   });
 }
 
+/** @deprecated Use `getFilters` instead. */
+function getFilter<K extends number>(filter: Filter<K>, opts: GetFilterOpts = {}): Promise<SignedEvent<K>[]> {
+  return getFilters([filter], opts);
+}
+
 /** Get a Nostr event by its ID. */
 const getEvent = async <K extends number = number>(id: string, kind?: K): Promise<SignedEvent<K> | undefined> => {
   const event = await (getPool().getEventById(id, Conf.poolRelays, 0) as Promise<SignedEvent>);
@@ -169,4 +175,15 @@ function publish(event: SignedEvent, relays = Conf.publishRelays): void {
   }
 }
 
-export { getAncestors, getAuthor, getDescendants, getEvent, getFeed, getFilter, getFollows, getPublicFeed, publish };
+export {
+  getAncestors,
+  getAuthor,
+  getDescendants,
+  getEvent,
+  getFeed,
+  getFilter,
+  getFilters,
+  getFollows,
+  getPublicFeed,
+  publish,
+};
diff --git a/src/controllers/api/accounts.ts b/src/controllers/api/accounts.ts
index 7c8b0a0..d65c9e1 100644
--- a/src/controllers/api/accounts.ts
+++ b/src/controllers/api/accounts.ts
@@ -1,6 +1,7 @@
 import { type AppController } from '@/app.ts';
 import { type Filter, findReplyTag, z } from '@/deps.ts';
-import { getAuthor, getFilter, getFollows, publish } from '@/client.ts';
+import { getAuthor, getFollows, publish } from '@/client.ts';
+import { getFilters } from '@/mixer.ts';
 import { jsonMetaContentSchema } from '@/schemas/nostr.ts';
 import { signEvent } from '@/sign.ts';
 import { toAccount, toStatus } from '@/transformers/nostr-to-mastoapi.ts';
@@ -115,7 +116,7 @@ const accountStatusesController: AppController = async (c) => {
     filter['#t'] = [tagged];
   }
 
-  let events = await getFilter(filter);
+  let events = await getFilters([filter]);
   events.sort(eventDateComparator);
 
   if (exclude_replies) {
diff --git a/src/deps.ts b/src/deps.ts
index 2c7d67d..a65503c 100644
--- a/src/deps.ts
+++ b/src/deps.ts
@@ -17,7 +17,7 @@ export {
   getPublicKey,
   getSignature,
   Kind,
-  matchFilter,
+  matchFilters,
   nip05,
   nip19,
   nip21,
diff --git a/src/mixer.ts b/src/mixer.ts
new file mode 100644
index 0000000..ee123cc
--- /dev/null
+++ b/src/mixer.ts
@@ -0,0 +1,64 @@
+import { matchFilters } from '@/deps.ts';
+
+import { getFilters as getFiltersClient } from '@/client.ts';
+import { getFilters as getFiltersDB } from '@/db/events.ts';
+import { eventDateComparator } from '@/utils.ts';
+
+import type { SignedEvent } from '@/event.ts';
+import type { DittoFilter } from '@/types.ts';
+
+/** Get filters from the database and pool, and mix the best results together. */
+async function getFilters<K extends number>(filters: DittoFilter<K>[]): Promise<SignedEvent<K>[]> {
+  const results = await Promise.allSettled([
+    getFiltersClient(filters),
+    getFiltersDB(filters),
+  ]);
+
+  const events = results
+    .filter((result): result is PromiseFulfilledResult<SignedEvent<K>[]> => result.status === 'fulfilled')
+    .flatMap((result) => result.value);
+
+  return unmixEvents(events, filters);
+}
+
+/** Combine and sort events to match the filters. */
+function unmixEvents<K extends number>(events: SignedEvent<K>[], filters: DittoFilter<K>[]): SignedEvent<K>[] {
+  events = dedupeEvents(events);
+  events = takeNewestEvents(events);
+  events = events.filter((event) => matchFilters(filters, event));
+  events.sort(eventDateComparator);
+
+  return events;
+}
+
+/** Deduplicate events by ID. */
+function dedupeEvents<K extends number>(events: SignedEvent<K>[]): SignedEvent<K>[] {
+  return [...new Map(events.map((event) => [event.id, event])).values()];
+}
+
+/** Take the newest events among replaceable ones. */
+function takeNewestEvents<K extends number>(events: SignedEvent<K>[]): SignedEvent<K>[] {
+  const isReplaceable = (kind: number) =>
+    kind === 0 || kind === 3 || (10000 <= kind && kind < 20000) || (30000 <= kind && kind < 40000);
+
+  // Group events by author and kind.
+  const groupedEvents = events.reduce<Map<string, SignedEvent<K>[]>>((acc, event) => {
+    const key = `${event.pubkey}:${event.kind}`;
+    const group = acc.get(key) || [];
+    acc.set(key, [...group, event]);
+    return acc;
+  }, new Map());
+
+  // Process each group.
+  const processedEvents = Array.from(groupedEvents.values()).flatMap((group) => {
+    if (isReplaceable(group[0].kind)) {
+      // Sort by `created_at` and take the latest event.
+      return group.sort(eventDateComparator)[0];
+    }
+    return group;
+  });
+
+  return processedEvents;
+}
+
+export { getFilters };