diff --git a/quickstep/recents_ui_overrides/src/com/android/launcher3/appprediction/PredictionUiStateManager.java b/quickstep/recents_ui_overrides/src/com/android/launcher3/appprediction/PredictionUiStateManager.java
index b6a8206..f881610 100644
--- a/quickstep/recents_ui_overrides/src/com/android/launcher3/appprediction/PredictionUiStateManager.java
+++ b/quickstep/recents_ui_overrides/src/com/android/launcher3/appprediction/PredictionUiStateManager.java
@@ -23,6 +23,7 @@
 import android.app.prediction.AppTarget;
 import android.content.ComponentName;
 import android.content.Context;
+import android.os.Process;
 
 import androidx.annotation.NonNull;
 
@@ -35,6 +36,7 @@
 import com.android.launcher3.Utilities;
 import com.android.launcher3.allapps.AllAppsContainerView;
 import com.android.launcher3.allapps.AllAppsStore.OnUpdateListener;
+import com.android.launcher3.hybridhotseat.HotseatFileLog;
 import com.android.launcher3.hybridhotseat.HotseatPredictionController;
 import com.android.launcher3.icons.IconCache.ItemInfoUpdateReceiver;
 import com.android.launcher3.model.data.ItemInfo;
@@ -310,6 +312,18 @@
      */
     public static void fillInPredictedRank(
             @NonNull ItemInfo itemInfo, @NonNull LauncherLogProto.Target target) {
+
+        HotseatFileLog hotseatFileLog = HotseatFileLog.INSTANCE.getNoCreate();
+
+        if (hotseatFileLog != null && itemInfo != null && Utilities.IS_DEBUG_DEVICE) {
+            final String pkg = itemInfo.getTargetComponent() != null
+                    ? itemInfo.getTargetComponent().getPackageName() : "unknown";
+            hotseatFileLog.log("UserEvent",
+                    "appLaunch: packageName:" + pkg + ",isWorkApp:" + (itemInfo.user != null
+                            && !Process.myUserHandle().equals(itemInfo.user))
+                            + ",launchLocation:" + itemInfo.container);
+        }
+
         final PredictionUiStateManager manager = PredictionUiStateManager.INSTANCE.getNoCreate();
         if (manager == null || itemInfo.getTargetComponent() == null || itemInfo.user == null
                 || (itemInfo.itemType != LauncherSettings.Favorites.ITEM_TYPE_APPLICATION
diff --git a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduController.java b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduController.java
index 49f3eb8..5d807d3 100644
--- a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduController.java
+++ b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduController.java
@@ -15,6 +15,9 @@
  */
 package com.android.launcher3.hybridhotseat;
 
+import static com.android.launcher3.logging.StatsLogManager.LauncherEvent
+        .LAUNCHER_HOTSEAT_EDU_ONLY_TIP;
+
 import android.content.Intent;
 import android.view.View;
 
@@ -262,6 +265,7 @@
                     requiresMigration ? R.string.hotseat_tip_no_empty_slots
                             : R.string.hotseat_auto_enrolled),
                     mHotseat.getTop());
+            mLauncher.getStatsLogManager().log(LAUNCHER_HOTSEAT_EDU_ONLY_TIP);
             finishOnboarding();
         }
     }
diff --git a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduDialog.java b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduDialog.java
index bbc128f..96be5df 100644
--- a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduDialog.java
+++ b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatEduDialog.java
@@ -15,9 +15,10 @@
  */
 package com.android.launcher3.hybridhotseat;
 
-import static com.android.launcher3.logging.LoggerUtils.newLauncherEvent;
-import static com.android.launcher3.userevent.nano.LauncherLogProto.ControlType
-        .HYBRID_HOTSEAT_CANCELED;
+import static com.android.launcher3.logging.StatsLogManager.LauncherEvent
+        .LAUNCHER_HOTSEAT_EDU_ACCEPT;
+import static com.android.launcher3.logging.StatsLogManager.LauncherEvent.LAUNCHER_HOTSEAT_EDU_DENY;
+import static com.android.launcher3.logging.StatsLogManager.LauncherEvent.LAUNCHER_HOTSEAT_EDU_SEEN;
 
 import android.animation.PropertyValuesHolder;
 import android.content.Context;
@@ -35,10 +36,8 @@
 import com.android.launcher3.Insettable;
 import com.android.launcher3.Launcher;
 import com.android.launcher3.R;
-import com.android.launcher3.Workspace;
 import com.android.launcher3.anim.Interpolators;
 import com.android.launcher3.config.FeatureFlags;
-import com.android.launcher3.logging.UserEventDispatcher;
 import com.android.launcher3.model.data.WorkspaceItemInfo;
 import com.android.launcher3.uioverrides.PredictedAppIcon;
 import com.android.launcher3.userevent.nano.LauncherLogProto;
@@ -113,15 +112,13 @@
 
         mHotseatEduController.moveHotseatItems();
         mHotseatEduController.finishOnboarding();
-        //TODO: pass actual page index here.
-        // Temporarily we're passing 1 for folder migration and 2 for page migration
-        logUserAction(true, FeatureFlags.HOTSEAT_MIGRATE_TO_FOLDER.get() ? 1 : 2);
+        mLauncher.getStatsLogManager().log(LAUNCHER_HOTSEAT_EDU_ACCEPT);
     }
 
     private void onDismiss(View v) {
         mHotseatEduController.showDimissTip();
         mHotseatEduController.finishOnboarding();
-        logUserAction(false, -1);
+        mLauncher.getStatsLogManager().log(LAUNCHER_HOTSEAT_EDU_DENY);
         handleClose(true);
     }
 
@@ -165,39 +162,6 @@
         }
     }
 
-    private void logUserAction(boolean migrated, int pageIndex) {
-        LauncherLogProto.Action action = new LauncherLogProto.Action();
-        LauncherLogProto.Target target = new LauncherLogProto.Target();
-
-        int hotseatItemsCount = mLauncher.getHotseat().getShortcutsAndWidgets().getChildCount();
-        // -1 to exclude smart space
-        int workspaceItemCount = mLauncher.getWorkspace().getScreenWithId(
-                Workspace.FIRST_SCREEN_ID).getShortcutsAndWidgets().getChildCount() - 1;
-
-        action.type = LauncherLogProto.Action.Type.TOUCH;
-        action.touch = LauncherLogProto.Action.Touch.TAP;
-        target.containerType = LauncherLogProto.ContainerType.TIP;
-        target.tipType = LauncherLogProto.TipType.HYBRID_HOTSEAT;
-        target.controlType = migrated ? LauncherLogProto.ControlType.HYBRID_HOTSEAT_ACCEPTED
-                : HYBRID_HOTSEAT_CANCELED;
-        target.rank = MIGRATION_EXPERIMENT_IDENTIFIER;
-        // encoding migration type on pageIndex
-        target.pageIndex = pageIndex;
-        target.cardinality = (workspaceItemCount * 1000) + hotseatItemsCount;
-        LauncherLogProto.LauncherEvent event = newLauncherEvent(action, target);
-        UserEventDispatcher.newInstance(getContext()).dispatchUserEvent(event, null);
-    }
-
-    private void logOnBoardingSeen() {
-        LauncherLogProto.Action action = new LauncherLogProto.Action();
-        LauncherLogProto.Target target = new LauncherLogProto.Target();
-        action.type = LauncherLogProto.Action.Type.TIP;
-        target.containerType = LauncherLogProto.ContainerType.TIP;
-        target.tipType = LauncherLogProto.TipType.HYBRID_HOTSEAT;
-        LauncherLogProto.LauncherEvent event = newLauncherEvent(action, target);
-        UserEventDispatcher.newInstance(getContext()).dispatchUserEvent(event, null);
-    }
-
     private void animateOpen() {
         if (mIsOpen || mOpenCloseAnimator.isRunning()) {
             return;
@@ -248,7 +212,7 @@
         }
         AbstractFloatingView.closeAllOpenViews(mLauncher);
         attachToContainer();
-        logOnBoardingSeen();
+        mLauncher.getStatsLogManager().log(LAUNCHER_HOTSEAT_EDU_SEEN);
         animateOpen();
         populatePreview(predictions);
     }
diff --git a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatFileLog.java b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatFileLog.java
new file mode 100644
index 0000000..c15a596
--- /dev/null
+++ b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatFileLog.java
@@ -0,0 +1,129 @@
+/*
+ * Copyright (C) 2020 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.launcher3.hybridhotseat;
+
+import android.content.Context;
+import android.os.Handler;
+import android.util.Log;
+
+import com.android.launcher3.logging.FileLog;
+import com.android.launcher3.util.Executors;
+import com.android.launcher3.util.MainThreadInitializedObject;
+
+import java.io.File;
+import java.io.FileWriter;
+import java.io.PrintWriter;
+import java.text.DateFormat;
+import java.util.Calendar;
+import java.util.Date;
+
+/**
+ * Helper class to allow hot seat file logging
+ */
+public class HotseatFileLog {
+
+    public static final int LOG_DAYS = 10;
+    private static final String FILE_NAME_PREFIX = "hotseat-log-";
+    private static final DateFormat DATE_FORMAT =
+            DateFormat.getDateTimeInstance(DateFormat.SHORT, DateFormat.SHORT);
+    public static final MainThreadInitializedObject<HotseatFileLog> INSTANCE =
+            new MainThreadInitializedObject<>(HotseatFileLog::new);
+
+
+    private final Handler mHandler = new Handler(
+            Executors.createAndStartNewLooper("hotseat-logger"));
+    private final File mLogsDir;
+    private PrintWriter mCurrentWriter;
+    private String mFileName;
+
+    private HotseatFileLog(Context context) {
+        mLogsDir = context.getFilesDir();
+    }
+
+    /**
+     * Prints log values to disk
+     */
+    public void log(String tag, String msg) {
+        String out = String.format("%s %s %s", DATE_FORMAT.format(new Date()), tag, msg);
+
+        mHandler.post(() -> {
+            synchronized (this) {
+                PrintWriter writer = getWriter();
+                if (writer != null) {
+                    writer.println(out);
+                }
+            }
+        });
+    }
+
+    private PrintWriter getWriter() {
+        String fName = FILE_NAME_PREFIX + (LOG_DAYS % 10);
+        if (fName.equals(mFileName)) return mCurrentWriter;
+
+        Calendar cal = Calendar.getInstance();
+
+        boolean append = false;
+        File logFile = new File(mLogsDir, fName);
+        if (logFile.exists()) {
+            Calendar modifiedTime = Calendar.getInstance();
+            modifiedTime.setTimeInMillis(logFile.lastModified());
+
+            // If the file was modified more that 36 hours ago, purge the file.
+            // We use instead of 24 to account for day-365 followed by day-1
+            modifiedTime.add(Calendar.HOUR, 36);
+            append = cal.before(modifiedTime);
+        }
+
+
+        if (mCurrentWriter != null) {
+            mCurrentWriter.close();
+        }
+        try {
+            mCurrentWriter = new PrintWriter(new FileWriter(logFile, append));
+            mFileName = fName;
+        } catch (Exception ex) {
+            Log.e("HotseatLogs", "Error writing logs to file", ex);
+            closeWriter();
+        }
+        return mCurrentWriter;
+    }
+
+
+    private synchronized void closeWriter() {
+        mFileName = null;
+        if (mCurrentWriter != null) {
+            mCurrentWriter.close();
+        }
+        mCurrentWriter = null;
+    }
+
+
+    /**
+     * Returns a list of all log files
+     */
+    public synchronized File[] getLogFiles() {
+        File[] files = new File[LOG_DAYS + FileLog.LOG_DAYS];
+        //include file log files here
+        System.arraycopy(FileLog.getLogFiles(), 0, files, 0, FileLog.LOG_DAYS);
+
+        closeWriter();
+        for (int i = 0; i < LOG_DAYS; i++) {
+            files[FileLog.LOG_DAYS + i] = new File(mLogsDir, FILE_NAME_PREFIX + i);
+        }
+        return files;
+    }
+}
diff --git a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatPredictionController.java b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatPredictionController.java
index 27423a5..6ca07bb 100644
--- a/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatPredictionController.java
+++ b/quickstep/recents_ui_overrides/src/com/android/launcher3/hybridhotseat/HotseatPredictionController.java
@@ -52,7 +52,6 @@
 import com.android.launcher3.dragndrop.DragController;
 import com.android.launcher3.dragndrop.DragOptions;
 import com.android.launcher3.icons.IconCache;
-import com.android.launcher3.logging.FileLog;
 import com.android.launcher3.model.data.AppInfo;
 import com.android.launcher3.model.data.FolderInfo;
 import com.android.launcher3.model.data.ItemInfo;
@@ -339,11 +338,15 @@
     /**
      * Create WorkspaceItemInfo objects and binds PredictedAppIcon views for cached predicted items.
      */
-    public void showCachedItems(List<AppInfo> apps,  IntArray ranks) {
+    public void showCachedItems(List<AppInfo> apps, IntArray ranks) {
+        if (hasPredictions() && mAppPredictor != null) {
+            mAppPredictor.requestPredictionUpdate();
+            fillGapsWithPrediction();
+            return;
+        }
         mIsCacheEmpty = apps.isEmpty();
         int count = Math.min(ranks.size(), apps.size());
         List<WorkspaceItemInfo> items = new ArrayList<>(count);
-        mComponentKeyMappers.clear();
         for (int i = 0; i < count; i++) {
             WorkspaceItemInfo item = new WorkspaceItemInfo(apps.get(i));
             ComponentKey componentKey = new ComponentKey(item.getTargetComponent(), item.user);
@@ -378,7 +381,9 @@
             mComponentKeyMappers.add(new ComponentKeyMapper(key, mDynamicItemCache));
         }
         predictionLog.append("]");
-        if (Utilities.IS_DEBUG_DEVICE) FileLog.d(TAG, predictionLog.toString());
+        if (Utilities.IS_DEBUG_DEVICE) {
+            HotseatFileLog.INSTANCE.get(mLauncher).log(TAG, predictionLog.toString());
+        }
         updateDependencies();
         fillGapsWithPrediction();
         cachePredictionComponentKeysIfNecessary(componentKeys);
diff --git a/quickstep/recents_ui_overrides/src/com/android/launcher3/uioverrides/QuickstepLauncher.java b/quickstep/recents_ui_overrides/src/com/android/launcher3/uioverrides/QuickstepLauncher.java
index f7d0cd5..3b45ec9 100644
--- a/quickstep/recents_ui_overrides/src/com/android/launcher3/uioverrides/QuickstepLauncher.java
+++ b/quickstep/recents_ui_overrides/src/com/android/launcher3/uioverrides/QuickstepLauncher.java
@@ -187,8 +187,7 @@
     @Override
     public void bindPredictedItems(List<AppInfo> appInfos, IntArray ranks) {
         super.bindPredictedItems(appInfos, ranks);
-        if (mHotseatPredictionController != null
-                && !mHotseatPredictionController.hasPredictions()) {
+        if (mHotseatPredictionController != null) {
             mHotseatPredictionController.showCachedItems(appInfos, ranks);
         }
     }
diff --git a/res/layout/arrow_toast.xml b/res/layout/arrow_toast.xml
index 2c97e89..0ec9981 100644
--- a/res/layout/arrow_toast.xml
+++ b/res/layout/arrow_toast.xml
@@ -60,6 +60,5 @@
         android:elevation="2dp"
         android:layout_width="10dp"
         android:layout_height="8dp"
-        android:layout_marginTop="-2dp"
-        android:layout_gravity="center_horizontal"/>
+        android:layout_marginTop="-2dp"/>
 </merge>
diff --git a/src/com/android/launcher3/logging/StatsLogManager.java b/src/com/android/launcher3/logging/StatsLogManager.java
index 6af0eef..ce70a32 100644
--- a/src/com/android/launcher3/logging/StatsLogManager.java
+++ b/src/com/android/launcher3/logging/StatsLogManager.java
@@ -130,9 +130,20 @@
         LAUNCHER_ALL_APPS_EDU_SHOWN(523),
 
         @UiEvent(doc = "User opened a folder.")
-        LAUNCHER_FOLDER_OPEN(551);
-        // ADD MORE
+        LAUNCHER_FOLDER_OPEN(551),
 
+        @UiEvent(doc = "Hotseat education half sheet seen")
+        LAUNCHER_HOTSEAT_EDU_SEEN(479),
+
+        @UiEvent(doc = "Hotseat migration accepted")
+        LAUNCHER_HOTSEAT_EDU_ACCEPT(480),
+
+        @UiEvent(doc = "Hotseat migration denied")
+        LAUNCHER_HOTSEAT_EDU_DENY(481),
+
+        @UiEvent(doc = "Hotseat education tip shown")
+        LAUNCHER_HOTSEAT_EDU_ONLY_TIP(482);
+        // ADD MORE
         private final int mId;
 
         LauncherEvent(int id) {
diff --git a/src/com/android/launcher3/logging/UserEventDispatcher.java b/src/com/android/launcher3/logging/UserEventDispatcher.java
index 7818ff5..e094cab 100644
--- a/src/com/android/launcher3/logging/UserEventDispatcher.java
+++ b/src/com/android/launcher3/logging/UserEventDispatcher.java
@@ -48,7 +48,6 @@
 import com.android.launcher3.DropTarget;
 import com.android.launcher3.R;
 import com.android.launcher3.Utilities;
-import com.android.launcher3.config.FeatureFlags;
 import com.android.launcher3.logging.StatsLogUtils.LogContainerProvider;
 import com.android.launcher3.model.data.ItemInfo;
 import com.android.launcher3.userevent.LauncherLogProto;
@@ -143,14 +142,6 @@
             fillIntentInfo(itemTarget, intent, userHandle);
         }
         LauncherEvent event = newLauncherEvent(action,  targets);
-        ItemInfo info = v == null ? null : (ItemInfo) v.getTag();
-        if (info != null && Utilities.IS_DEBUG_DEVICE && FeatureFlags.ENABLE_HYBRID_HOTSEAT.get()) {
-            final String pkg = info.getTargetComponent() != null
-                    ? info.getTargetComponent().getPackageName() : "unknown";
-            FileLog.d(TAG, "appLaunch: packageName:" + pkg
-                    + ",isWorkApp:" + (info.user != null && !Process.myUserHandle().equals(
-                    userHandle)) + ",launchLocation:" + info.container);
-        }
         dispatchUserEvent(event, intent);
         mAppOrTaskLaunch = true;
     }
diff --git a/src/com/android/launcher3/views/ArrowTipView.java b/src/com/android/launcher3/views/ArrowTipView.java
index a7575d1..b4a6b14 100644
--- a/src/com/android/launcher3/views/ArrowTipView.java
+++ b/src/com/android/launcher3/views/ArrowTipView.java
@@ -125,11 +125,35 @@
      * Show Tip with specified string and Y location
      */
     public ArrowTipView show(String text, int top) {
+        return show(text, Gravity.CENTER_HORIZONTAL, 0, top);
+    }
+
+    /**
+     * Show the ArrowTipView (tooltip) center, start, or end aligned.
+     *
+     * @param text The text to be shown in the tooltip.
+     * @param gravity The gravity aligns the tooltip center, start, or end.
+     * @param arrowMarginStart The margin from start to place arrow (ignored if center)
+     * @param top  The Y coordinate of the bottom of tooltip.
+     * @return The tooltip.
+     */
+    public ArrowTipView show(String text, int gravity, int arrowMarginStart, int top) {
         ((TextView) findViewById(R.id.text)).setText(text);
-        mActivity.getDragLayer().addView(this);
+        ViewGroup parent = mActivity.getDragLayer();
+        parent.addView(this);
 
         DragLayer.LayoutParams params = (DragLayer.LayoutParams) getLayoutParams();
-        params.gravity = Gravity.CENTER_HORIZONTAL;
+        params.gravity = gravity;
+        LinearLayout.LayoutParams lp = (LinearLayout.LayoutParams) findViewById(
+                R.id.arrow).getLayoutParams();
+        lp.gravity = gravity;
+        if (gravity == Gravity.END) {
+            lp.setMarginEnd(parent.getMeasuredWidth() - arrowMarginStart);
+        } else if (gravity == Gravity.START) {
+            lp.setMarginStart(arrowMarginStart);
+        }
+        requestLayout();
+
         params.leftMargin = mActivity.getDeviceProfile().workspacePadding.left;
         params.rightMargin = mActivity.getDeviceProfile().workspacePadding.right;
         post(() -> setY(top - getHeight()));