diff --git a/.jules/bolt.md b/.jules/bolt.md
index becccd2..b3ac245 100644
--- a/.jules/bolt.md
+++ b/.jules/bolt.md
@@ -4,3 +4,6 @@
 ## 2024-05-19 - Replacing pre-sized ArrayList + for loop with List(size) constructor
 **Learning:** In Kotlin, creating a `List` using the functional constructor `List(size) { index -> ... }` can be slightly faster and is definitely cleaner than manually sizing an `ArrayList` and using a `for` loop to `.add()` items, even when the `ArrayList` is pre-sized.
 **Action:** Default to the `List(size) { ... }` constructor when mapping indexed access (like from an Android framework class or external API that doesn't provide an Iterator) into a Kotlin List.
+## 2025-01-31 - Debouncing and Offloading Compose UI Thread Computations
+**Learning:** Performing expensive filtering operations (e.g. searching through thousands of local tracks) directly in Compose's `remember` block without debouncing can block the main thread and cause UI stuttering, especially on older devices.
+**Action:** Use `LaunchedEffect` with a small `delay(200)` to debounce user input. Additionally, wrap the expensive collection filtering inside `withContext(Dispatchers.Default)` to ensure the computation runs on a background thread instead of blocking the main thread.
diff --git a/app/src/main/java/com/rockmusic/app/presentation/RockMusicRoot.kt b/app/src/main/java/com/rockmusic/app/presentation/RockMusicRoot.kt
index 53f065a..a17bce6 100644
--- a/app/src/main/java/com/rockmusic/app/presentation/RockMusicRoot.kt
+++ b/app/src/main/java/com/rockmusic/app/presentation/RockMusicRoot.kt
@@ -96,7 +96,9 @@ import androidx.lifecycle.compose.collectAsStateWithLifecycle
 import coil3.compose.AsyncImage
 import com.rockmusic.app.domain.model.LocalTrack
 import com.rockmusic.app.player.PlayerUiState
+import kotlinx.coroutines.Dispatchers
 import kotlinx.coroutines.delay
+import kotlinx.coroutines.withContext
 
 private enum class Destination(val label: String, val icon: ImageVector) {
     Home("Home", Icons.Rounded.Home),
@@ -478,14 +480,22 @@ private fun HomeScreen(
 @Composable
 private fun SearchScreen(tracks: List<LocalTrack>, onPlay: (LocalTrack) -> Unit) {
     var query by remember { mutableStateOf("") }
-    val results = remember(query, tracks) {
+    var results by remember { mutableStateOf<List<LocalTrack>>(emptyList()) }
+
+    LaunchedEffect(query, tracks) {
         if (query.isBlank()) {
-            emptyList()
+            results = emptyList()
         } else {
-            tracks.filter {
-                it.title.contains(query, true) ||
-                    it.artist.contains(query, true) ||
-                    it.album.contains(query, true)
+            delay(200) // ⚡ Bolt: debounce input to prevent frequent updates
+            val currentQuery = query
+            val currentTracks = tracks
+            results = withContext(Dispatchers.Default) {
+                // ⚡ Bolt: filter on background thread to prevent UI stutter
+                currentTracks.filter {
+                    it.title.contains(currentQuery, true) ||
+                        it.artist.contains(currentQuery, true) ||
+                        it.album.contains(currentQuery, true)
+                }
             }
         }
     }