diff --git a/.gitea/workflows/ci.yaml b/.gitea/workflows/ci.yaml
index 57a1d09..2f772b5 100644
--- a/.gitea/workflows/ci.yaml
+++ b/.gitea/workflows/ci.yaml
@@ -1,5 +1,8 @@
 name: CI
-on: [push, pull_request]
+on:
+  push:
+    branches: ["main"]
+  pull_request:
 
 jobs:
   Test:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0bdd8d6..e33180d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,16 @@
 
 All notable changes to this project will be documented in this file.
 
+## [v0.1.3](https://code.thetadev.de/ThetaDev/rustypipe/compare/rustypipe/v0.1.2..v0.1.3) - 2024-04-01
+
+### 🐛 Bug Fixes
+
+- Parse new comment model (A/B#14 frameworkUpdates) - ([b0331f7](https://code.thetadev.de/ThetaDev/rustypipe/commit/b0331f7250f5d7d61a45209150739d2cb08b4280))
+
+### ◀️ Revert
+
+- "fix: improve VecLogErr messages" (leads to infinite loop) - ([348c852](https://code.thetadev.de/ThetaDev/rustypipe/commit/348c8523fe847f2f6ce98317375a7ab65e778ed2))
+
 ## [v0.1.2](https://code.thetadev.de/ThetaDev/rustypipe/compare/rustypipe/v0.1.1..v0.1.2) - 2024-03-26
 
 ### 🐛 Bug Fixes
diff --git a/Cargo.toml b/Cargo.toml
index 3ef608c..c949a85 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "rustypipe"
-version = "0.1.2"
+version = "0.1.3"
 edition.workspace = true
 authors.workspace = true
 license.workspace = true
diff --git a/README.md b/README.md
index daf3502..0f74703 100644
--- a/README.md
+++ b/README.md
@@ -36,7 +36,7 @@ Client for the public YouTube / YouTube Music API (Innertube), inspired by
 
 ```toml
 [dependencies]
-rustypipe = "0.1.2"
+rustypipe = "0.1.3"
 tokio = { version = "1.20.0", features = ["macros", "rt-multi-thread"] }
 ```
 
diff --git a/codegen/src/abtest.rs b/codegen/src/abtest.rs
index f09a30d..eadf73e 100644
--- a/codegen/src/abtest.rs
+++ b/codegen/src/abtest.rs
@@ -13,6 +13,8 @@ use rustypipe::param::ChannelVideoTab;
 use serde::de::IgnoredAny;
 use serde::{Deserialize, Serialize};
 
+use crate::model::QCont;
+
 #[derive(
     Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord, TryFromPrimitive, Serialize, Deserialize,
 )]
@@ -31,10 +33,15 @@ pub enum ABTest {
     LikeButtonViewmodel = 11,
     ChannelPageHeader = 12,
     MusicPlaylistTwoColumn = 13,
+    CommentsFrameworkUpdate = 14,
 }
 
 /// List of active A/B tests that are run when none is manually specified
-const TESTS_TO_RUN: [ABTest; 2] = [ABTest::ChannelPageHeader, ABTest::MusicPlaylistTwoColumn];
+const TESTS_TO_RUN: [ABTest; 3] = [
+    ABTest::ChannelPageHeader,
+    ABTest::MusicPlaylistTwoColumn,
+    ABTest::CommentsFrameworkUpdate,
+];
 
 #[derive(Debug, Serialize, Deserialize)]
 pub struct ABTestRes {
@@ -104,6 +111,7 @@ pub async fn run_test(
                     ABTest::LikeButtonViewmodel => like_button_viewmodel(&query).await,
                     ABTest::ChannelPageHeader => channel_page_header(&query).await,
                     ABTest::MusicPlaylistTwoColumn => music_playlist_two_column(&query).await,
+                    ABTest::CommentsFrameworkUpdate => comments_framework_update(&query).await,
                 }
                 .unwrap();
                 pb.inc(1);
@@ -356,3 +364,20 @@ pub async fn music_playlist_two_column(rp: &RustyPipeQuery) -> Result<bool> {
         .unwrap();
     Ok(res.contains("\"musicResponsiveHeaderRenderer\""))
 }
+
+pub async fn comments_framework_update(rp: &RustyPipeQuery) -> Result<bool> {
+    let continuation =
+        "Eg0SC3dMZHBSN2d1S3k4GAYyJSIRIgt3TGRwUjdndUt5ODAAeAJCEGNvbW1lbnRzLXNlY3Rpb24%3D";
+    let res = rp
+        .raw(
+            ClientType::Desktop,
+            "next",
+            &QCont {
+                context: rp.get_context(ClientType::Desktop, true, None).await,
+                continuation,
+            },
+        )
+        .await
+        .unwrap();
+    Ok(res.contains("\"frameworkUpdates\""))
+}
diff --git a/notes/AB_Tests.md b/notes/AB_Tests.md
index 9f5457d..8d26b91 100644
--- a/notes/AB_Tests.md
+++ b/notes/AB_Tests.md
@@ -592,7 +592,6 @@ be accomodated. There are also no mobile/TV header images available any more.
 }
 ```
 
-
 ## [13] Music album/playlist 2-column layout
 
 - **Encountered on:** 29.02.2024
@@ -602,5 +601,149 @@ be accomodated. There are also no mobile/TV header images available any more.
 
 ![A/B test 13 screenshot](./_img/ab_13.png)
 
-YouTube Music updated the layout of album and playlist pages. The new layout shows
-the cover on the left side of the playlist content.
+YouTube Music updated the layout of album and playlist pages. The new layout shows the
+cover on the left side of the playlist content.
+
+## [14] Comments Framework update
+
+- **Encountered on:** 31.01.2024
+- **Impact:** 🟢 Low
+- **Endpoint:** next
+- **Status:** Common (50%)
+
+YouTube changed the data model for YouTube comments, now putting the content into a
+seperate framework update object
+
+```json
+{
+  "frameworkUpdates": {
+    "onResponseReceivedEndpoints": [
+      {
+        "clickTrackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
+        "reloadContinuationItemsCommand": {
+          "targetId": "comments-section",
+          "continuationItems": [
+            {
+              "commentThreadRenderer": {
+                "replies": {
+                  "commentRepliesRenderer": {
+                    "contents": [
+                      {
+                        "continuationItemRenderer": {
+                          "trigger": "CONTINUATION_TRIGGER_ON_ITEM_SHOWN",
+                          "continuationEndpoint": {
+                            "clickTrackingParams": "CHgQvnUiEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                            "commandMetadata": {
+                              "webCommandMetadata": {
+                                "sendPost": true,
+                                "apiUrl": "/youtubei/v1/next"
+                              }
+                            },
+                            "continuationCommand": {
+                              "token": "Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5TlRUOHV4REVqZ1lxeWJJRjRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3lOVFQ4dXhERWpnWXF5YklGNEFhQUJBZw%3D%3D",
+                              "request": "CONTINUATION_REQUEST_TYPE_WATCH_NEXT"
+                            }
+                          }
+                        }
+                      }
+                    ],
+                    "trackingParams": "CHgQvnUiEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                    "viewReplies": {
+                      "buttonRenderer": {
+                        "text": { "runs": [{ "text": "220 replies" }] },
+                        "icon": { "iconType": "ARROW_DROP_DOWN" },
+                        "trackingParams": "CHoQosAEIhMIuuKt3ZihhQMVr8tCBR3NeASj",
+                        "iconPosition": "BUTTON_ICON_POSITION_TYPE_LEFT_OF_TEXT"
+                      }
+                    },
+                    "hideReplies": {
+                      "buttonRenderer": {
+                        "text": { "runs": [{ "text": "220 replies" }] },
+                        "icon": { "iconType": "ARROW_DROP_UP" },
+                        "trackingParams": "CHkQ280EIhMIuuKt3ZihhQMVr8tCBR3NeASj",
+                        "iconPosition": "BUTTON_ICON_POSITION_TYPE_LEFT_OF_TEXT"
+                      }
+                    },
+                    "targetId": "comment-replies-item-UgyNTT8uxDEjgYqybIF4AaABAg"
+                  }
+                },
+                "trackingParams": "CHYQwnUYywEiEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                "renderingPriority": "RENDERING_PRIORITY_PINNED_COMMENT",
+                "isModeratedElqComment": false,
+                "commentViewModel": {
+                  "commentViewModel": {
+                    "commentId": "UgyNTT8uxDEjgYqybIF4AaABAg"
+                  }
+                }
+              }
+            }
+          ]
+        }
+      }
+    ],
+    "entityBatchUpdate": {
+      "mutations": [
+        {
+          "entityKey": "EhpVZ3lOVFQ4dXhERWpnWXF5YklGNEFhQUJBZyAoKAE%3D",
+          "type": "ENTITY_MUTATION_TYPE_REPLACE",
+          "payload": {
+            "commentEntityPayload": {
+              "key": "EhpVZ3lOVFQ4dXhERWpnWXF5YklGNEFhQUJBZyAoKAE%3D",
+              "properties": {
+                "commentId": "UgyNTT8uxDEjgYqybIF4AaABAg",
+                "content": {
+                  "content": "⚠️ Important notice: if you put any symbol immediately after markup, it will not work: *here is the comma*, without space.\n\nYou should leave space before and after , to make it work.\n\nSame for _underscore_, and -hyphen-.\n\nLeave space before opening and after closing underscore and hyphen. Put all dots and commas inside markup.",
+                  "styleRuns": [
+                    {
+                      "startIndex": 135,
+                      "length": 28,
+                      "weightLabel": "FONT_WEIGHT_MEDIUM"
+                    },
+                    {
+                      "startIndex": 267,
+                      "length": 10,
+                      "weightLabel": "FONT_WEIGHT_NORMAL",
+                      "italic": true
+                    },
+                    {
+                      "startIndex": 282,
+                      "length": 7,
+                      "weightLabel": "FONT_WEIGHT_NORMAL",
+                      "strikethrough": "LINE_STYLE_SINGLE"
+                    }
+                  ]
+                },
+                "publishedTime": "2 years ago (edited)",
+                "replyLevel": 0,
+                "authorButtonA11y": "@kibizoid",
+                "toolbarStateKey": "EhpVZ3lOVFQ4dXhERWpnWXF5YklGNEFhQUJBZyAsKAE%3D",
+                "translateButtonEntityKey": "EhpVZ3lOVFQ4dXhERWpnWXF5YklGNEFhQUJBZyD_ASgB"
+              },
+              "author": {
+                "channelId": "UCUJfyiofeHQTmxKwZ6cCwIg",
+                "displayName": "@kibizoid",
+                "avatarThumbnailUrl": "https://yt3.ggpht.com/ytc/AIdro_nY2PkIyojDqs9Bk5RY6J90-U7wePswTYl799DNJQ=s88-c-k-c0x00ffffff-no-rj",
+                "isVerified": false,
+                "isCurrentUser": false,
+                "isCreator": false,
+                "isArtist": false
+              },
+              "avatar": {
+                "image": {
+                  "sources": [
+                    {
+                      "url": "https://yt3.ggpht.com/ytc/AIdro_nY2PkIyojDqs9Bk5RY6J90-U7wePswTYl799DNJQ=s88-c-k-c0x00ffffff-no-rj",
+                      "width": 88,
+                      "height": 88
+                    }
+                  ]
+                }
+              }
+            }
+          }
+        }
+      ]
+    }
+  }
+}
+```
diff --git a/src/client/response/channel.rs b/src/client/response/channel.rs
index 7b371a4..4bff8f2 100644
--- a/src/client/response/channel.rs
+++ b/src/client/response/channel.rs
@@ -3,7 +3,7 @@ use serde_with::{rust::deserialize_ignore_any, serde_as, DefaultOnError, VecSkip
 
 use super::{
     video_item::YouTubeListRenderer, Alert, ChannelBadge, ContentRenderer, ContentsRenderer,
-    ContinuationActionWrap, ResponseContext, Thumbnails, TwoColumnBrowseResults,
+    ContinuationActionWrap, ImageView, ResponseContext, Thumbnails, TwoColumnBrowseResults,
 };
 use crate::serializer::text::{AttributedText, Text, TextComponent};
 
@@ -224,12 +224,6 @@ pub(crate) struct PhAvatarView3 {
     pub avatar_view_model: ImageView,
 }
 
-#[derive(Debug, Deserialize)]
-#[serde(rename_all = "camelCase")]
-pub(crate) struct ImageView {
-    pub image: Thumbnails,
-}
-
 #[derive(Debug, Deserialize)]
 #[serde(rename_all = "camelCase")]
 pub(crate) struct PhMetadataView {
diff --git a/src/client/response/mod.rs b/src/client/response/mod.rs
index 3f5682d..85392cd 100644
--- a/src/client/response/mod.rs
+++ b/src/client/response/mod.rs
@@ -48,6 +48,7 @@ pub(crate) mod channel_rss;
 pub(crate) use channel_rss::ChannelRss;
 
 use std::borrow::Cow;
+use std::collections::HashMap;
 use std::marker::PhantomData;
 
 use serde::{
@@ -106,6 +107,12 @@ pub(crate) struct ThumbnailsWrap {
     pub thumbnail: Thumbnails,
 }
 
+#[derive(Default, Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct ImageView {
+    pub image: Thumbnails,
+}
+
 /// List of images in different resolutions.
 /// Not only used for thumbnails, but also for avatars and banners.
 #[derive(Default, Debug, Deserialize)]
@@ -374,3 +381,87 @@ pub(crate) fn alerts_to_err(id: &str, alerts: Option<Vec<Alert>>) -> ExtractionE
             .unwrap_or_default(),
     }
 }
+
+// FRAMEWORK UPDATES
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct FrameworkUpdates<T> {
+    pub entity_batch_update: EntityBatchUpdate<T>,
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct EntityBatchUpdate<T> {
+    pub mutations: FrameworkUpdateMutations<T>,
+}
+
+/// List of update mutations that deserializes into a HashMap (entity_key => payload)
+#[derive(Debug)]
+pub(crate) struct FrameworkUpdateMutations<T> {
+    pub items: HashMap<String, T>,
+    pub warnings: Vec<String>,
+}
+
+impl<'de, T> Deserialize<'de> for FrameworkUpdateMutations<T>
+where
+    T: Deserialize<'de>,
+{
+    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
+    where
+        D: serde::Deserializer<'de>,
+    {
+        struct SeqVisitor<T>(PhantomData<T>);
+
+        #[derive(serde::Deserialize)]
+        #[serde(untagged)]
+        enum MutationOrError<T> {
+            #[serde(rename_all = "camelCase")]
+            Good {
+                entity_key: String,
+                payload: T,
+            },
+            Error(serde_json::Value),
+        }
+
+        impl<'de, T> Visitor<'de> for SeqVisitor<T>
+        where
+            T: Deserialize<'de>,
+        {
+            type Value = FrameworkUpdateMutations<T>;
+
+            fn expecting(&self, formatter: &mut std::fmt::Formatter) -> std::fmt::Result {
+                formatter.write_str("sequence of entity mutations")
+            }
+
+            fn visit_seq<A>(self, mut seq: A) -> Result<Self::Value, A::Error>
+            where
+                A: serde::de::SeqAccess<'de>,
+            {
+                let mut items = HashMap::with_capacity(seq.size_hint().unwrap_or_default());
+                let mut warnings = Vec::new();
+
+                while let Some(value) = seq.next_element::<MutationOrError<T>>()? {
+                    match value {
+                        MutationOrError::Good {
+                            entity_key,
+                            payload,
+                        } => {
+                            items.insert(entity_key, payload);
+                        }
+                        MutationOrError::Error(value) => {
+                            warnings.push(format!(
+                                "error deserializing item: {}",
+                                serde_json::to_string(&value).unwrap_or_default()
+                            ));
+                        }
+                    }
+                }
+
+                Ok(FrameworkUpdateMutations { items, warnings })
+            }
+        }
+
+        deserializer.deserialize_seq(SeqVisitor(PhantomData::<T>))
+    }
+}
diff --git a/src/client/response/video_details.rs b/src/client/response/video_details.rs
index 50373d7..126a540 100644
--- a/src/client/response/video_details.rs
+++ b/src/client/response/video_details.rs
@@ -3,9 +3,8 @@
 use serde::Deserialize;
 use serde_with::{rust::deserialize_ignore_any, serde_as, DefaultOnError, VecSkipError};
 
-use crate::serializer::text::TextComponent;
 use crate::serializer::{
-    text::{AccessibilityText, AttributedText, Text, TextComponents},
+    text::{AccessibilityText, AttributedText, Text, TextComponent, TextComponents},
     MapResult,
 };
 
@@ -13,7 +12,10 @@ use super::{
     url_endpoint::BrowseEndpointWrap, ContinuationEndpoint, ContinuationItemRenderer, Icon,
     MusicContinuationData, Thumbnails,
 };
-use super::{ChannelBadge, ContentsRendererLogged, ResponseContext, YouTubeListItem};
+use super::{
+    ChannelBadge, ContentsRendererLogged, FrameworkUpdates, ImageView, ResponseContext,
+    YouTubeListItem,
+};
 
 /*
 #VIDEO DETAILS
@@ -476,6 +478,7 @@ pub(crate) struct VideoComments {
     ///   - n*commentRenderer, continuationItemRenderer:
     ///     replies + continuation
     pub on_response_received_endpoints: MapResult<Vec<CommentsContItem>>,
+    pub framework_updates: Option<FrameworkUpdates<Payload>>,
 }
 
 /// Video comments continuation
@@ -498,23 +501,13 @@ pub(crate) struct AppendComments {
 #[serde(rename_all = "camelCase")]
 pub(crate) enum CommentListItem {
     /// Top-level comment
-    #[serde(rename_all = "camelCase")]
-    CommentThreadRenderer {
-        comment: Comment,
-        /// Continuation token to fetch replies
-        #[serde(default)]
-        replies: Replies,
-        #[serde(default)]
-        #[serde_as(deserialize_as = "DefaultOnError")]
-        rendering_priority: CommentPriority,
-    },
+    CommentThreadRenderer(CommentThreadRenderer),
     /// Reply comment
     CommentRenderer(CommentRenderer),
+    /// Reply comment (A/B #14)
+    CommentViewModel(CommentViewModel),
     /// Continuation token to fetch more comments
-    #[serde(rename_all = "camelCase")]
-    ContinuationItemRenderer {
-        continuation_endpoint: ContinuationEndpoint,
-    },
+    ContinuationItemRenderer(ContinuationItemVariants),
     /// Header of the comment section (contains number of comments)
     #[serde(rename_all = "camelCase")]
     CommentsHeaderRenderer {
@@ -524,6 +517,46 @@ pub(crate) enum CommentListItem {
     },
 }
 
+#[derive(Debug, Deserialize)]
+#[serde(untagged)]
+pub(crate) enum ContinuationItemVariants {
+    #[serde(rename_all = "camelCase")]
+    Ep {
+        continuation_endpoint: ContinuationEndpoint,
+    },
+    Btn {
+        button: ContinuationButton,
+    },
+}
+
+impl ContinuationItemVariants {
+    pub fn token(self) -> String {
+        match self {
+            ContinuationItemVariants::Ep {
+                continuation_endpoint,
+            } => continuation_endpoint,
+            ContinuationItemVariants::Btn { button } => button.button_renderer.command,
+        }
+        .continuation_command
+        .token
+    }
+}
+
+#[serde_as]
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentThreadRenderer {
+    /// Missing on the FrameworkUpdate data model (A/B #14)
+    pub comment: Option<Comment>,
+    pub comment_view_model: Option<CommentViewModelWrap>,
+    /// Continuation token to fetch replies
+    #[serde(default)]
+    pub replies: Replies,
+    #[serde(default)]
+    #[serde_as(deserialize_as = "DefaultOnError")]
+    pub rendering_priority: CommentPriority,
+}
+
 #[derive(Debug, Deserialize)]
 #[serde(rename_all = "camelCase")]
 pub(crate) struct Comment {
@@ -564,7 +597,7 @@ pub(crate) struct CommentRenderer {
     pub action_buttons: CommentActionButtons,
 }
 
-#[derive(Default, Clone, Copy, Debug, Deserialize, PartialEq, Eq)]
+#[derive(Default, Clone, Copy, Debug, Deserialize)]
 #[serde(rename_all = "SCREAMING_SNAKE_CASE")]
 pub(crate) enum CommentPriority {
     /// Default rendering priority
@@ -574,6 +607,26 @@ pub(crate) enum CommentPriority {
     RenderingPriorityPinnedComment,
 }
 
+impl From<CommentPriority> for bool {
+    fn from(value: CommentPriority) -> Self {
+        matches!(value, CommentPriority::RenderingPriorityPinnedComment)
+    }
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentViewModelWrap {
+    pub comment_view_model: CommentViewModel,
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentViewModel {
+    pub comment_id: String,
+    pub comment_key: String,
+    pub toolbar_state_key: String,
+}
+
 /// Does not contain replies directly but a continuation token
 /// for fetching them.
 #[derive(Default, Debug, Deserialize)]
@@ -637,3 +690,85 @@ pub(crate) struct AuthorCommentBadgeRenderer {
     /// Artist: `OFFICIAL_ARTIST_BADGE`
     pub icon: Icon,
 }
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) enum Payload {
+    CommentEntityPayload(CommentEntityPayload),
+    #[serde(rename_all = "camelCase")]
+    EngagementToolbarStateEntityPayload {
+        heart_state: HeartState,
+    },
+    #[serde(other, deserialize_with = "deserialize_ignore_any")]
+    None,
+}
+
+#[serde_as]
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentEntityPayload {
+    pub properties: CommentProperties,
+    #[serde(default)]
+    #[serde_as(as = "DefaultOnError")]
+    pub author: Option<CommentAuthor>,
+    pub toolbar: CommentToolbar,
+    #[serde(default)]
+    pub avatar: ImageView,
+}
+
+#[serde_as]
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentProperties {
+    #[serde_as(as = "AttributedText")]
+    pub content: TextComponents,
+    pub published_time: String,
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentAuthor {
+    pub channel_id: String,
+    pub display_name: String,
+    #[serde(default)]
+    pub is_verified: bool,
+    #[serde(default)]
+    pub is_artist: bool,
+    #[serde(default)]
+    pub is_creator: bool,
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct CommentToolbar {
+    pub like_count_notliked: String,
+    pub reply_count: String,
+}
+
+#[derive(Debug, Copy, Clone, Deserialize)]
+#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
+pub(crate) enum HeartState {
+    ToolbarHeartStateUnhearted,
+    ToolbarHeartStateHearted,
+}
+
+impl From<HeartState> for bool {
+    fn from(value: HeartState) -> Self {
+        match value {
+            HeartState::ToolbarHeartStateUnhearted => false,
+            HeartState::ToolbarHeartStateHearted => true,
+        }
+    }
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct ContinuationButton {
+    pub button_renderer: ContinuationButtonRenderer,
+}
+
+#[derive(Debug, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub(crate) struct ContinuationButtonRenderer {
+    pub command: ContinuationEndpoint,
+}
diff --git a/src/client/snapshots/rustypipe__client__video_details__tests__map_comments_20240401_frameworkupd.snap b/src/client/snapshots/rustypipe__client__video_details__tests__map_comments_20240401_frameworkupd.snap
new file mode 100644
index 0000000..df3aedb
--- /dev/null
+++ b/src/client/snapshots/rustypipe__client__video_details__tests__map_comments_20240401_frameworkupd.snap
@@ -0,0 +1,691 @@
+---
+source: src/client/video_details.rs
+expression: map_res.c
+---
+Paginator(
+  count: Some(20617),
+  items: [
+    Comment(
+      id: "UgyNTT8uxDEjgYqybIF4AaABAg",
+      text: RichText([
+        Text(
+          text: "⚠\u{fe0f} Important notice: if you put any symbol immediately after markup, it will not work: *here is the comma*, without space.\n\nYou should leave space before and after , to make it work.\n\nSame for _underscore_, and -hyphen-.\n\nLeave space before opening and after closing underscore and hyphen. Put all dots and commas inside markup.",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCUJfyiofeHQTmxKwZ6cCwIg",
+        name: "@kibizoid",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_nY2PkIyojDqs9Bk5RY6J90-U7wePswTYl799DNJQ=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago (edited)",
+      like_count: Some(293),
+      reply_count: 220,
+      replies: Paginator(
+        count: Some(220),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5TlRUOHV4REVqZ1lxeWJJRjRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3lOVFQ4dXhERWpnWXF5YklGNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: true,
+      hearted: true,
+    ),
+    Comment(
+      id: "UgycWgNOoon0A4EV9LZ4AaABAg",
+      text: RichText([
+        Text(
+          text: "Me: tests out fonts\nFriend: Why are you doing this?\nMe: my goals are beyond your understanding",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCr0PeEY_am9P-GobbfvKECw",
+        name: "@userfjdrg",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/Zr2PmQsrD4obL2n5HS18X3jKXGJ-HFjIJS_OcZv4I5VAk5HuLRCpzFprY5Hh7n23-FCURVJi=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago",
+      like_count: Some(80),
+      reply_count: 34,
+      replies: Paginator(
+        count: Some(34),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5Y1dnTk9vb24wQTRFVjlMWjRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3ljV2dOT29vbjBBNEVWOUxaNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "Ugy5iq4M1c3WS3lGmih4AaABAg",
+      text: RichText([
+        Text(
+          text: "To-do list\n• be dumb\n• get kicked out when i can legally live alone\n• spend money on pointless things",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCDB5XvpUB8cEvjbWewlp28w",
+        name: "@T0r0xFan",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/PPL5vj6-pXFpaLa41yet34OHGcEYt06WPQLmruaiFJSM0eLmn9ZQW0QgTtdafDBO-kNy2oukVA=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago (edited)",
+      like_count: Some(48),
+      reply_count: 22,
+      replies: Paginator(
+        count: Some(22),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5NWlxNE0xYzNXUzNsR21paDRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3k1aXE0TTFjM1dTM2xHbWloNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "UgxqDIVVcoigjtx4Dtl4AaABAg",
+      text: RichText([
+        Text(
+          text: "omg thank you! Ive been looking for this tutorial for a year forever",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCxa4xER0-cFbcIYp0ZIeVaw",
+        name: "@LunasVibe",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/P5Io1kQb7GRwe4pgNsaYFEm30hDl_T7Tp5rZo7aYWFkqbV6Yp_lCYVuaaK7O3SEsnIX_5iC1Hw=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "1 month ago",
+      like_count: Some(0),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgxDQfVQdYaWR-VUM-94AaABAg",
+      text: RichText([
+        Text(
+          text: "tysm\ni finally learned it\nother channel never go straight to the point",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UC8cojSRuyZT74Bs_b5AecTA",
+        name: "@Bp_bts_skz_for_life",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/0zFBRYv8wo2JqzkyMk29xgC8zD1nKYNSSoD3Zo9XP8t9rHrbTYEEt0gdu0O3XS7Scpza3JJKog=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "1 month ago (edited)",
+      like_count: Some(1),
+      reply_count: 1,
+      replies: Paginator(
+        count: Some(1),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd4RFFmVlFkWWFXUi1WVU0tOTRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3hEUWZWUWRZYVdSLVZVTS05NEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgxFvrmwec-jmfQyGRR4AaABAg",
+      text: RichText([
+        Text(
+          text: "I like how this was straight to the point. Unlike other channels lol Thank you!",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCCyIVS_s1-jA48pPft8AifA",
+        name: "@ishouldbesleepingalready",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/N90y_XdoDP6Rd1v6Z5OpDH8jMtvqpU1qnF6DJoIL6qcLiWfZK7ok8u_IxqSxJazaQH6oqhEbqA=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago",
+      like_count: Some(241),
+      reply_count: 65,
+      replies: Paginator(
+        count: Some(65),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd4RnZybXdlYy1qbWZReUdSUjRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3hGdnJtd2VjLWptZlF5R1JSNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugy-3OYEcwxkvyrrCqN4AaABAg",
+      text: RichText([
+        Text(
+          text: "To the person who is reading this: You\'re intelligent and smart, stay safe",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCQklgcA8quxZm5pgNAsVJAQ",
+        name: "@blocking948",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_nAg9bEjW4otWlryJwqAgiDRLzy8ZX-ROqkDY1ksQ=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "3 years ago (edited)",
+      like_count: Some(711),
+      reply_count: 250,
+      replies: Paginator(
+        count: Some(250),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5LTNPWUVjd3hrdnlyckNxTjRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3ktM09ZRWN3eGt2eXJyQ3FONEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "Ugylw3ss_xv9svWbRud4AaABAg",
+      text: RichText([
+        Text(
+          text: "‘ life could be a dream, life could be a dream ‘",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCSyjdP7Duhns4Ybncy6ObZA",
+        name: "@malarchee0899",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/dSwRzOfoKrN4yc58uhFlIyqBXmbi6B14-On-wEEM_S6Nr6aDHTkG-xVkI1-u-uBwqKqodEgrMro=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "13 days ago",
+      like_count: Some(2),
+      reply_count: 1,
+      replies: Paginator(
+        count: Some(1),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5bHczc3NfeHY5c3ZXYlJ1ZDRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3lsdzNzc194djlzdldiUnVkNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgydXobRB0F5dW1KVsF4AaABAg",
+      text: RichText([
+        Text(
+          text: "Woah! thank you for showing me this I really needed it!",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UC9f9uJgwsCBBHA4CioIzdkA",
+        name: "@fatimagarcia3162",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/cKmBVKqq9mkW4F355y3UtUw4POwTWKi-0LUYLDx85vffRd7pU-LECXvudUrHH_9qobo6A1kM=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "1 month ago",
+      like_count: Some(0),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgwmFn6ejKltcZ_BZvl4AaABAg",
+      text: RichText([
+        Text(
+          text: "The fitness gram pacer test is a multistage aerobic capacity test that progressively gets more difficult as it continues.",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCIymYi-_AJ10pYrh8sqTBTg",
+        name: "@No-du9is",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_lPWhGGvIIA08s4u_-Lwyx88rGSRksOFeYHipE=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago",
+      like_count: Some(22),
+      reply_count: 12,
+      replies: Paginator(
+        count: Some(12),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd3bUZuNmVqS2x0Y1pfQlp2bDRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3dtRm42ZWpLbHRjWl9CWnZsNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "UgxtXH6bWRWm8ahavfR4AaABAg",
+      text: RichText([
+        Text(
+          text: "YouTube got a new update(or probably it\'s a bug) and for that it\'s not showing bold/strikethrough/italic on the app but it\'s showing on other places.",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCyaflzzOH0GC683DlQ-fzwg",
+        name: "@HaruXen",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/YMmDD0zp5wT6l5ozqVMEMuqm5W07QFqmMHzOJ9QKGnSf9xpgEQ0rznstfXlBDxlFpLIrltQxRg=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "3 years ago",
+      like_count: Some(167),
+      reply_count: 337,
+      replies: Paginator(
+        count: Some(337),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd4dFhINmJXUldtOGFoYXZmUjRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3h0WEg2YldSV204YWhhdmZSNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: true,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgyHg3XnjBV935da_Lh4AaABAg",
+      text: RichText([
+        Text(
+          text: "omg it works i actuallly cant believe this ive been wanting to do this for ages thankyou so much!",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCFL5d8rMCfbxppODSbRLOgQ",
+        name: "@Auf-dem-weg-zum-sieg",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/oi4vbSV3Cx9G97QcHkSMWL98LksC6rnTLoq93T5sOO8MNuZPXWEXq9Nqkp8XYF93L2WklHADmNY=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "4 days ago",
+      like_count: Some(0),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgxIL5emXyn42htlfZZ4AaABAg",
+      text: RichText([
+        Text(
+          text: "I did know how to do that writing where the text is highlighted before, and now after I watched this video I knew even how to write those styles of text.",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UChkVaXCYN_QcaE50zETAMOg",
+        name: "@CasamTheAnimator",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ctUbv8QpWPZRZumEBTVhlSSxg0JfiyvJ40nrWj_0ivOy5s6OoPK7iNp01diskRLs1Hig4ZE82w=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "3 weeks ago",
+      like_count: Some(0),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgwMKY-89XCdCVB9bXp4AaABAg",
+      text: RichText([
+        Text(
+          text: "Nobody asked for, but everyone needed",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCDezbPSXn3awzhxVm7qhGtg",
+        name: "@0_Ed",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/4DWdgRIJ0lEV-e4GZFrdf8MGxQBtML2aix2orKBt3iM6QBrh7Kg1ur1FZlyRmqWpWnRPRIex9w=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "3 years ago",
+      like_count: Some(12),
+      reply_count: 5,
+      replies: Paginator(
+        count: Some(5),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd3TUtZLTg5WENkQ1ZCOWJYcDRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3dNS1ktODlYQ2RDVkI5YlhwNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "UgyfuG2sCDvgnRUYHJp4AaABAg",
+      text: RichText([
+        Text(
+          text: "me: types bold\n\nHaruTutorial: your bald",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCge96FdHXkARBjzPhdYl8Sg",
+        name: "@stargazeu",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/JoeW_qNuf9b6BusB3E6JShizqRLB4jR3NaTnsnzvpUQ1KW88OcS74_Sx1h6vjZiXK2uOxnrUNeY=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "3 years ago",
+      like_count: Some(42),
+      reply_count: 15,
+      replies: Paginator(
+        count: Some(15),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd5ZnVHMnNDRHZnblJVWUhKcDRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3lmdUcyc0NEdmduUlVZSEpwNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "UgwAXndNNEa1h-VVIC94AaABAg",
+      text: RichText([
+        Text(
+          text: "the McDonald’s don’t feel like turning the Icecream machine on",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCkmY4kQ8e8gDRllV485Rd9g",
+        name: "@Flowershowrise",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/c2iMsq-wFjKRjTDqPy14UpMI1B9hNms4moW9H7xtPjOMI0vjaHwN94me23upYar-8CE3s6QkFw=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "1 month ago",
+      like_count: Some(2),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgwwEBqareQ0tpsW7RR4AaABAg",
+      text: RichText([
+        Text(
+          text: "YOOO THIS IS SICK! THANK YOU MAN!",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UChIbg4dGguUwzg7O-xmi57g",
+        name: "@ziaaaaa.",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/HEAdH93oAQu2ScXNmiKIISapv5O9dKSVLuT3gD1zJhSgHqTaptL7JPun6A5GZqg58_C75_OPkQ=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "1 month ago",
+      like_count: Some(0),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgxnFMLrpvbCWzHidml4AaABAg",
+      text: RichText([
+        Text(
+          text: "Someone must honor him , this man is the best  , no , he is a LEGEND .  We must all thank him for his video and for getting to the point immediately.",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCeGJuvHZqqebHTE_Kz2zyug",
+        name: "@Dahackabarade",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/csf-cEr2z4uWg8ZpVEPqgS2D2ZUHKBAJWnIbnzQCRtAlioSlUbtQZAyx76tnyfpXpixrsKke6DE=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago (edited)",
+      like_count: Some(11),
+      reply_count: 5,
+      replies: Paginator(
+        count: Some(5),
+        items: [],
+        ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYygwEaUBIaVWd4bkZNTHJwdmJDV3pIaWRtbDRBYUFCQWciAggAKhhVQ3lhZmx6ek9IMEdDNjgzRGxRLWZ6d2cyC1FpcDFWa1R1TTcwQAFICoIBAggBQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3huRk1McnB2YkNXekhpZG1sNEFhQUJBZw%3D%3D"),
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "UgwCIwmF6synP7UF_wV4AaABAg",
+      text: RichText([
+        Text(
+          text: "Never gonna give you up. Im gonna let u down",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCyrDrBrWvXwIhf2s2F1dq-Q",
+        name: "@imnotjust...2326",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/Clzb1GD_KnRm9u7mOAN165HZO_H0jhXQlRG8YvEjqkDuBUNibGkclRyRZIdhi-yJhC4hHorGLQ=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 years ago",
+      like_count: Some(14),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: true,
+    ),
+    Comment(
+      id: "Ugyb5Wy91Yon69o3wLh4AaABAg",
+      text: RichText([
+        Text(
+          text: "Thank you for being A Legend No, The Goat Lets go dude",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCPCgaC_EJlS5RpRRWPHWvKA",
+        name: "@gfghdgfghd6391",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_n0lpwvjOP9HO_XHxzInwQoqQ7qIXeR0SqZVbCE=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "1 month ago",
+      like_count: Some(0),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+  ],
+  ctoken: Some("Eg0SC1FpcDFWa1R1TTcwGAYy4gIKuAJnZXRfcmFua2VkX3N0cmVhbXMtLUNxWUJDSUFFRlJlMzBUZ2Ftd0VLbGdFSTJGOFFnQVFZQnlLTEFSdUNtdFZ5a3dZMFFzVVVvM3I0LUY0OWU2d3RGSGFjbDIxS0Nsd3M4ZFZNaGdDdm9VWFhac2NZNXVncURIaUNiQVpveUczUEh6MTRPQ0tJV1BZTm9PTnN6dlFPVDZkaFZXMGRiSlZNelJXSW5QTm5QY0pyTmhQbzAyT1ZuamlVcHJTTHc1UEZxVHFBRkxlYXEtSHQtdU5uZkp1SzItMXVhQkp2aWE3S183QzgzOURiekJhY2tFeVRzUUFRRkJJRkNJZ2dHQUFTQndpSElCQUJHQUFTQlFpb0lCZ0FFZ1VJaVNBWUFCSUhDSVVnRUFrWUFSSUhDSVFnRUFzWUFSZ0EiESILUWlwMVZrVHVNNzAwAHgBKBRCEGNvbW1lbnRzLXNlY3Rpb24%3D"),
+  endpoint: browse,
+)
diff --git a/src/client/snapshots/rustypipe__client__video_details__tests__map_comments_20240401_frameworkupd_reply.snap b/src/client/snapshots/rustypipe__client__video_details__tests__map_comments_20240401_frameworkupd_reply.snap
new file mode 100644
index 0000000..71403ef
--- /dev/null
+++ b/src/client/snapshots/rustypipe__client__video_details__tests__map_comments_20240401_frameworkupd_reply.snap
@@ -0,0 +1,351 @@
+---
+source: src/client/video_details.rs
+expression: map_res.c
+---
+Paginator(
+  count: None,
+  items: [
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-GzThFMUcw",
+      text: RichText([
+        Text(
+          text: "Fact🙌🏻",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UC4I0-MXGyTRsc1tsJrDMh2A",
+        name: "@Sadaf788",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/uIXOBEBIhYn6Y8cQHlhaGGnCqOqS8PI5YR_Cx28qR_Y_p1qkjHC8V68iwxfeJ20eQ3zp81owJ64=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(800),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-H295I5iMZ",
+      text: RichText([
+        Text(
+          text: "Facts",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCdJ0CAWWa1rRjRbVrQUrU_w",
+        name: "@Biggest_Onceu",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/dHe_Zmr-7EueUz0R-BbuFoGwRyNMXwa3gb_GJMgAie9yU5PM6LbgTlNJ1zivRxnjiFg2nrlF1Es=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(530),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-H73oLoHkI",
+      text: RichText([
+        Text(
+          text: "Faacttts",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCPPhfcNhQ768F0Hhk3-25hA",
+        name: "@neni996",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/t__fCiOIhKCg2BwaxaRog9F_a5uemd8rTEvwzWYl6WeLn-nN9xEW0FvxUtM0fQrh2Dj_6ENsGQ=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(412),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-H7nBbPD5z",
+      text: RichText([
+        Text(
+          text: "REAL",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCQyomFJDEQtC2lbQ6E7QUGA",
+        name: "@momolvs",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/nt6GjcwAs8NPgaF29pn-cHTPmPAwQC_e_lXQHGDjZJGSRKzsH4s3le8Wpg0ByAUvPwTSHWe0OA=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(312),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-H9s3LvStZ",
+      text: RichText([
+        Text(
+          text: "FR!!",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UC9HOPOf3gD3aw6Ej9WZ-rYg",
+        name: "@user-vv9yp1fh8w",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_nqyUCWW7jqWrg_39XNQ18-acPouL6wyHeQnZOMbmlSa9x2YGWINkfU1DLcvaXw=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(187),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-HB52Dv3SL",
+      text: RichText([
+        Text(
+          text: "fato.",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCW6ua0VDEFz7SyVMX01fTCA",
+        name: "@millenatwice",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/rInaNzUF3JLL_pCNfZtZlf2cHipf1yM4grr8VGJRHocwOQiuq1x7kUVi24q3ydtDC0j8bqbw2vA=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(165),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-HDLrM1OPD",
+      text: RichText([
+        Text(
+          text: "For sure!! TWICE is always TWICE!! They always give GOOD MUSIC",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCqDSps4SV0v8Dzf8esr6ScQ",
+        name: "@Its_me_hi_good",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_nfh9rWK7_gae1YkUgKuq13G9OUpxQCqrXAAi1hfPkCvHeHORbq3DUTYm7b5eoy=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(341),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-HIAbm3Him",
+      text: RichText([
+        Text(
+          text: "Fr",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCFA4BaLyvM1DDNsFyE_BHqQ",
+        name: "@amanpreetbrar7836",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_n1M-xxgSLIqe17kDv-i-tPn23FT1ywabpRAQ=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(84),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-HIrpOKIi7",
+      text: RichText([
+        Text(
+          text: "Presave I got you and with youth on spotify",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCxMDESp088wGItVM4xXACgw",
+        name: "@RitaOnce9",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/hVTumbLCpmtJw0c2mq1B-ES5W3kdYPqnNrtzEcUhxCoUN6dAutXc6exaPRnBMLM6Jw1ILPoBDg=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(112),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+    Comment(
+      id: "Ugzu-t48vV9SjdeWIMh4AaABAg.A-Grr7qN9uaA-HKMOSBnLK",
+      text: RichText([
+        Text(
+          text: "real",
+        ),
+      ]),
+      author: Some(ChannelTag(
+        id: "UCqeOr9ddrs_d6OgboKjk6zw",
+        name: "@twiceupremacy",
+        avatar: [
+          Thumbnail(
+            url: "https://yt3.ggpht.com/ytc/AIdro_lpKYjxtRm1HSjv3tFvGwrvnRILmJoQrPTBBOFG=s88-c-k-c0x00ffffff-no-rj",
+            width: 88,
+            height: 88,
+          ),
+        ],
+        verification: None,
+        subscriber_count: None,
+      )),
+      publish_date: "[date]",
+      publish_date_txt: "2 months ago",
+      like_count: Some(75),
+      reply_count: 0,
+      replies: Paginator(
+        count: Some(0),
+        items: [],
+        ctoken: None,
+        endpoint: browse,
+      ),
+      by_owner: false,
+      pinned: false,
+      hearted: false,
+    ),
+  ],
+  ctoken: Some("Eg0SC2hhZjY3ZUtGMHVvGAYy1wEKUGdldF9jb21tZW50X3dpdGhfcmVwbGllc19zdHJlYW0tLUNnZ0lnQVFWRjdmUk9CSUZDS0FnR0FFWUFDSU9DZ3dJeXUzdXJRWVE2Tkt2NGdFGlASGlVnenUtdDQ4dlY5U2pkZVdJTWg0QWFBQkFnIgIIACoYVUNhTzZUWXRsQzhVNXR0ejYyaFRyWmdnMgtoYWY2N2VLRjB1b0AASDKCAQIIASgKQi9jb21tZW50LXJlcGxpZXMtaXRlbS1VZ3p1LXQ0OHZWOVNqZGVXSU1oNEFhQUJBZw%3D%3D"),
+  endpoint: browse,
+)
diff --git a/src/client/video_details.rs b/src/client/video_details.rs
index 107843e..d08d0a2 100644
--- a/src/client/video_details.rs
+++ b/src/client/video_details.rs
@@ -1,4 +1,4 @@
-use std::fmt::Debug;
+use std::{collections::HashMap, fmt::Debug};
 
 use serde::Serialize;
 
@@ -6,7 +6,7 @@ use crate::{
     error::{Error, ExtractionError},
     model::{
         paginator::{ContinuationEndpoint, Paginator},
-        ChannelTag, Chapter, Comment, VideoDetails, VideoItem,
+        ChannelTag, Chapter, Comment, Verification, VideoDetails, VideoItem,
     },
     param::Language,
     serializer::MapResult,
@@ -14,7 +14,7 @@ use crate::{
 };
 
 use super::{
-    response::{self, IconType},
+    response::{self, video_details::Payload, IconType},
     ClientType, MapResponse, QContinuation, RustyPipeQuery, YTContext,
 };
 
@@ -391,44 +391,73 @@ impl MapResponse<Paginator<Comment>> for response::VideoComments {
         _vdata: Option<&str>,
     ) -> Result<MapResult<Paginator<Comment>>, ExtractionError> {
         let received_endpoints = self.on_response_received_endpoints;
-        let mut warnings = received_endpoints.warnings;
+        let mut warnings = Vec::new();
 
         let mut comments = Vec::new();
         let mut comment_count = None;
         let mut ctoken = None;
 
+        let mut mutations = if let Some(upd) = self.framework_updates {
+            let mut m = upd.entity_batch_update.mutations;
+            warnings.append(&mut m.warnings);
+            m.items
+        } else {
+            HashMap::new()
+        };
+
         received_endpoints.c.into_iter().for_each(|citem| {
             let mut items = citem.append_continuation_items_action.continuation_items;
             warnings.append(&mut items.warnings);
             items.c.into_iter().for_each(|item| match item {
-                response::video_details::CommentListItem::CommentThreadRenderer {
-                    comment,
-                    replies,
-                    rendering_priority,
-                } => {
-                    let mut res = map_comment(
-                        comment.comment_renderer,
-                        Some(replies),
-                        rendering_priority,
-                        lang,
-                    );
-                    comments.push(res.c);
-                    warnings.append(&mut res.warnings);
+                response::video_details::CommentListItem::CommentThreadRenderer(thread) => {
+                    if let Some(comment) = thread.comment {
+                        comments.push(map_comment(
+                            comment.comment_renderer,
+                            Some(thread.replies),
+                            thread.rendering_priority,
+                            lang,
+                            &mut warnings,
+                        ));
+                    } else if let Some(vm) = thread.comment_view_model {
+                        if let Some(c) = map_comment_vm(
+                            vm.comment_view_model,
+                            &mut mutations,
+                            Some(thread.replies),
+                            thread.rendering_priority,
+                            lang,
+                            &mut warnings,
+                        ) {
+                            comments.push(c);
+                        }
+                    } else {
+                        warnings.push(
+                            "comment does not contain comment or commentViewModel field".to_owned(),
+                        );
+                    }
                 }
                 response::video_details::CommentListItem::CommentRenderer(comment) => {
-                    let mut res = map_comment(
+                    comments.push(map_comment(
                         comment,
                         None,
                         response::video_details::CommentPriority::RenderingPriorityUnknown,
                         lang,
-                    );
-                    comments.push(res.c);
-                    warnings.append(&mut res.warnings);
+                        &mut warnings,
+                    ));
                 }
-                response::video_details::CommentListItem::ContinuationItemRenderer {
-                    continuation_endpoint,
-                } => {
-                    ctoken = Some(continuation_endpoint.continuation_command.token);
+                response::video_details::CommentListItem::CommentViewModel(vm) => {
+                    if let Some(c) = map_comment_vm(
+                        vm,
+                        &mut mutations,
+                        None,
+                        response::video_details::CommentPriority::RenderingPriorityUnknown,
+                        lang,
+                        &mut warnings,
+                    ) {
+                        comments.push(c);
+                    }
+                }
+                response::video_details::CommentListItem::ContinuationItemRenderer(cont) => {
+                    ctoken = Some(cont.token());
                 }
                 response::video_details::CommentListItem::CommentsHeaderRenderer { count_text } => {
                     comment_count = count_text
@@ -471,87 +500,152 @@ fn map_recommendations(
     }
 }
 
+fn map_replies(
+    replies: Option<response::video_details::Replies>,
+    lang: Language,
+    warnings: &mut Vec<String>,
+) -> (Vec<Comment>, Option<String>) {
+    let mut reply_ctoken = None;
+    let replies = replies
+        .map(|replies| {
+            replies
+                .comment_replies_renderer
+                .contents
+                .into_iter()
+                .filter_map(|item| match item {
+                    response::video_details::CommentListItem::CommentRenderer(comment) => {
+                        Some(map_comment(
+                            comment,
+                            None,
+                            response::video_details::CommentPriority::default(),
+                            lang,
+                            warnings,
+                        ))
+                    }
+                    response::video_details::CommentListItem::ContinuationItemRenderer(cont) => {
+                        reply_ctoken = Some(cont.token());
+                        None
+                    }
+                    _ => None,
+                })
+                .collect::<Vec<_>>()
+        })
+        .unwrap_or_default();
+    (replies, reply_ctoken)
+}
+
 fn map_comment(
     c: response::video_details::CommentRenderer,
     replies: Option<response::video_details::Replies>,
     priority: response::video_details::CommentPriority,
     lang: Language,
-) -> MapResult<Comment> {
-    let mut warnings = Vec::new();
+    warnings: &mut Vec<String>,
+) -> Comment {
+    let (replies, reply_ctoken) = map_replies(replies, lang, warnings);
 
-    let mut reply_ctoken = None;
-    let replies = replies.map(|replies| {
-        replies
-            .comment_replies_renderer
-            .contents
-            .into_iter()
-            .filter_map(|item| match item {
-                response::video_details::CommentListItem::CommentRenderer(comment) => {
-                    let mut res = map_comment(
-                        comment,
-                        None,
-                        response::video_details::CommentPriority::default(),
-                        lang,
-                    );
-                    warnings.append(&mut res.warnings);
-                    Some(res.c)
-                }
-                response::video_details::CommentListItem::ContinuationItemRenderer {
-                    continuation_endpoint,
-                } => {
-                    reply_ctoken = Some(continuation_endpoint.continuation_command.token);
-                    None
-                }
-                _ => None,
-            })
-            .collect::<Vec<_>>()
-    });
-
-    MapResult {
-        c: Comment {
-            id: c.comment_id,
-            text: c.content_text.into(),
-            author: match (c.author_endpoint, c.author_text) {
-                (Some(aep), Some(name)) => Some(ChannelTag {
-                    id: aep.browse_endpoint.browse_id,
-                    name,
-                    avatar: c.author_thumbnail.into(),
-                    verification: c
-                        .author_comment_badge
-                        .map(|b| b.author_comment_badge_renderer.icon.into())
-                        .unwrap_or_default(),
-                    subscriber_count: None,
-                }),
-                _ => None,
-            },
-            publish_date: timeago::parse_timeago_dt_or_warn(
-                lang,
-                &c.published_time_text,
-                &mut warnings,
-            ),
-            publish_date_txt: c.published_time_text,
-            like_count: match c.vote_count {
-                Some(txt) => util::parse_numeric_or_warn(&txt, &mut warnings),
-                None => Some(0),
-            },
-            reply_count: c.reply_count as u32,
-            replies: replies
-                .map(|items| Paginator::new(Some(c.reply_count), items, reply_ctoken))
-                .unwrap_or_default(),
-            by_owner: c.author_is_channel_owner,
-            pinned: priority
-                == response::video_details::CommentPriority::RenderingPriorityPinnedComment,
-            hearted: c
-                .action_buttons
-                .comment_action_buttons_renderer
-                .creator_heart
-                .map(|h| h.creator_heart_renderer.is_hearted)
-                .unwrap_or_default(),
+    Comment {
+        id: c.comment_id,
+        text: c.content_text.into(),
+        author: match (c.author_endpoint, c.author_text) {
+            (Some(aep), Some(name)) => Some(ChannelTag {
+                id: aep.browse_endpoint.browse_id,
+                name,
+                avatar: c.author_thumbnail.into(),
+                verification: c
+                    .author_comment_badge
+                    .map(|b| b.author_comment_badge_renderer.icon.into())
+                    .unwrap_or_default(),
+                subscriber_count: None,
+            }),
+            _ => None,
         },
-        warnings,
+        publish_date: timeago::parse_timeago_dt_or_warn(lang, &c.published_time_text, warnings),
+        publish_date_txt: c.published_time_text,
+        like_count: match c.vote_count {
+            Some(txt) => util::parse_numeric_or_warn(&txt, warnings),
+            None => Some(0),
+        },
+        reply_count: c.reply_count as u32,
+        replies: Paginator::new(Some(c.reply_count), replies, reply_ctoken),
+        by_owner: c.author_is_channel_owner,
+        pinned: priority.into(),
+        hearted: c
+            .action_buttons
+            .comment_action_buttons_renderer
+            .creator_heart
+            .map(|h| h.creator_heart_renderer.is_hearted)
+            .unwrap_or_default(),
     }
 }
 
+fn map_comment_vm(
+    vm: response::video_details::CommentViewModel,
+    mutations: &mut HashMap<String, response::video_details::Payload>,
+    replies: Option<response::video_details::Replies>,
+    priority: response::video_details::CommentPriority,
+    lang: Language,
+    warnings: &mut Vec<String>,
+) -> Option<Comment> {
+    let (replies, reply_ctoken) = map_replies(replies, lang, warnings);
+
+    let ce = if let Some(Payload::CommentEntityPayload(ce)) = mutations.remove(&vm.comment_key) {
+        ce
+    } else {
+        warnings.push(format!(
+            "comment `{}` does not have entity payload (key: `{}`)",
+            vm.comment_id, vm.comment_key
+        ));
+        return None;
+    };
+    let hearted = if let Some(Payload::EngagementToolbarStateEntityPayload { heart_state }) =
+        mutations.get(&vm.toolbar_state_key)
+    {
+        (*heart_state).into()
+    } else {
+        false
+    };
+
+    let mut parse_num = |s: &str| -> Option<u32> {
+        if s.is_empty() || s == " " {
+            Some(0)
+        } else {
+            util::parse_large_numstr_or_warn(s, lang, warnings)
+        }
+    };
+
+    let reply_count = parse_num(&ce.toolbar.reply_count).unwrap_or_default();
+
+    Some(Comment {
+        id: vm.comment_id,
+        text: ce.properties.content.into(),
+        by_owner: ce.author.as_ref().map(|a| a.is_creator).unwrap_or_default(),
+        author: ce.author.map(|a| ChannelTag {
+            id: a.channel_id,
+            name: a.display_name,
+            avatar: ce.avatar.image.into(),
+            verification: if a.is_artist {
+                Verification::Artist
+            } else if a.is_verified {
+                Verification::Verified
+            } else {
+                Verification::None
+            },
+            subscriber_count: None,
+        }),
+        like_count: parse_num(&ce.toolbar.like_count_notliked),
+        reply_count,
+        replies: Paginator::new(Some(reply_count.into()), replies, reply_ctoken),
+        publish_date: timeago::parse_timeago_dt_or_warn(
+            lang,
+            &ce.properties.published_time,
+            warnings,
+        ),
+        publish_date_txt: ce.properties.published_time,
+        pinned: priority.into(),
+        hearted,
+    })
+}
+
 #[cfg(test)]
 mod tests {
     use std::{fs::File, io::BufReader};
@@ -614,6 +708,8 @@ mod tests {
     #[rstest]
     #[case::top("top")]
     #[case::latest("latest")]
+    #[case::frameworkupd("20240401_frameworkupd")]
+    #[case::frameworkupd_reply("20240401_frameworkupd_reply")]
     fn map_comments(#[case] name: &str) {
         let json_path = path!(*TESTFILES / "video_details" / format!("comments_{name}.json"));
         let json_file = File::open(json_path).unwrap();
diff --git a/src/serializer/vec_log_err.rs b/src/serializer/vec_log_err.rs
index c2e89ff..9e3e32c 100644
--- a/src/serializer/vec_log_err.rs
+++ b/src/serializer/vec_log_err.rs
@@ -20,6 +20,13 @@ where
     where
         D: serde::Deserializer<'de>,
     {
+        #[derive(serde::Deserialize)]
+        #[serde(untagged)]
+        enum GoodOrError<T> {
+            Good(T),
+            Error(serde_json::Value),
+        }
+
         struct SeqVisitor<T>(PhantomData<T>);
 
         impl<'de, T> Visitor<'de> for SeqVisitor<T>
@@ -39,14 +46,16 @@ where
                 let mut values = Vec::with_capacity(seq.size_hint().unwrap_or_default());
                 let mut warnings = Vec::new();
 
-                loop {
-                    match seq.next_element::<T>() {
-                        Ok(val) => match val {
-                            Some(val) => values.push(val),
-                            None => break,
-                        },
-                        Err(e) => {
-                            warnings.push(format!("error deserializing item: {e}"));
+                while let Some(value) = seq.next_element()? {
+                    match value {
+                        GoodOrError::<T>::Good(value) => {
+                            values.push(value);
+                        }
+                        GoodOrError::<T>::Error(value) => {
+                            warnings.push(format!(
+                                "error deserializing item: {}",
+                                serde_json::to_string(&value).unwrap_or_default()
+                            ));
                         }
                     }
                 }
@@ -177,8 +186,8 @@ mod tests {
 
         insta::assert_debug_snapshot!(res.items.warnings, @r###"
         [
-            "error deserializing item: missing field `name` at line 1 column 40",
-            "error deserializing item: missing field `name` at line 1 column 73",
+            "error deserializing item: {\"xyz\":\"i2\"}",
+            "error deserializing item: {\"namra\":\"i4\"}",
         ]
         "###);
     }
diff --git a/testfiles/video_details/comments_20240401_frameworkupd.json b/testfiles/video_details/comments_20240401_frameworkupd.json
new file mode 100644
index 0000000..00b9951
--- /dev/null
+++ b/testfiles/video_details/comments_20240401_frameworkupd.json
@@ -0,0 +1,13159 @@
+{
+  "responseContext": {
+    "serviceTrackingParams": [
+      {
+        "service": "CSI",
+        "params": [
+          { "key": "c", "value": "WEB" },
+          {
+            "key": "cver",
+            "value": "2.20240328.07.00-canary_experiment_2.20240327.00.00"
+          },
+          { "key": "yt_li", "value": "0" },
+          {
+            "key": "GetWatchPageWebTopLevelComments_rid",
+            "value": "0xfaf1213bff919a30"
+          }
+        ]
+      },
+      {
+        "service": "GFEEDBACK",
+        "params": [
+          { "key": "logged_in", "value": "0" },
+          {
+            "key": "e",
+            "value": "23804281,23858057,23946420,23966208,23983296,23998056,24004644,24007613,24036948,24077241,24080738,24120820,24135310,24166867,24181174,24187377,24208765,24241378,24290971,24377598,24407446,24425061,24439361,24451319,24453989,24468724,24506784,24515423,24524098,24524562,24542367,24547316,24548627,24548629,24550458,24560416,24566687,24690004,24697068,24699899,39325978,51003636,51006181,51009781,51010235,51012659,51014091,51016856,51017346,51017378,51019626,51020570,51025415,51026715,51027870,51030101,51033399,51033765,51037330,51037342,51037349,51037540,51038805,51039200,51040842,51048489,51050361,51053689,51053731,51057501,51057846,51057855,51060353,51063363,51063643,51064835,51069269,51072748,51073089,51074183,51074739,51076170,51078191,51079239,51079303,51080341,51080402,51082236,51083234,51084267,51084279,51084292,51089177,51089441,51089956,51091331,51091812,51092557,51092661,51092916,51092929,51094175,51094202,51094209,51095478,51096389,51096577,51096646,51096989,51098297,51098299,51099412,51101454,51103518,51103858,51104988,51105868,51106995,51107331,51107338,51108006,51108620,51108977,51109077,51110160,51111738,51112970,51112972,51113658,51113663,51115184,51116067,51118293,51118456,51118564,51118932,51119507,51119512,51120953,51121939,51122047,51123077,51124104,51124478,51125903,51127561,51128585,51129216,51129218,51129220,51129222,51129224,51129395,51130324,51131075,51132393,51134988,51135346,51135654,51136141,51136149,51136217,51136785,51136843,51137135,51137185,51137715,51139378,51140749,51141384,51141542,51141765,51141798,51142470,51142659,51142840,51142842,51143318,51145218,51146434,51146962,51147091,51148978,51148981,51149607,51152049,51152100,51152207,51152444,51152508"
+          }
+        ]
+      },
+      { "service": "GUIDED_HELP", "params": [{ "key": "logged_in", "value": "0" }] },
+      {
+        "service": "ECATCHER",
+        "params": [
+          { "key": "client.version", "value": "2.20240328" },
+          { "key": "client.name", "value": "WEB" }
+        ]
+      }
+    ],
+    "mainAppWebResponseContext": {
+      "loggedOut": true,
+      "trackingParam": "kx_fmPxhoPZRKJK1g3pqzkARnjmzwieLvFwbbXj94cnLL4HRgkussh7BwOcCE59TDtslLKPQ-SS"
+    },
+    "webResponseContextExtensionData": { "hasDecorated": true }
+  },
+  "trackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKOCAR0IygEQuy8YAyITCLzzxtqYoYUDFVtBegUdPpAJAg==",
+  "onResponseReceivedEndpoints": [
+    {
+      "clickTrackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
+      "reloadContinuationItemsCommand": {
+        "targetId": "comments-section",
+        "continuationItems": [
+          {
+            "commentsHeaderRenderer": {
+              "countText": { "runs": [{ "text": "20,617" }, { "text": " Comments" }] },
+              "createRenderer": {
+                "commentSimpleboxRenderer": {
+                  "authorThumbnail": {
+                    "thumbnails": [
+                      {
+                        "url": "https://yt3.ggpht.com/a/default-user=s48-c-k-c0x00ffffff-no-rj",
+                        "width": 48,
+                        "height": 48
+                      },
+                      {
+                        "url": "https://yt3.ggpht.com/a/default-user=s88-c-k-c0x00ffffff-no-rj",
+                        "width": 88,
+                        "height": 88
+                      },
+                      {
+                        "url": "https://yt3.ggpht.com/a/default-user=s176-c-k-c0x00ffffff-no-rj",
+                        "width": 176,
+                        "height": 176
+                      }
+                    ],
+                    "accessibility": {
+                      "accessibilityData": { "label": "Default profile photo" }
+                    }
+                  },
+                  "placeholderText": { "runs": [{ "text": "Add a comment..." }] },
+                  "prepareAccountEndpoint": {
+                    "clickTrackingParams": "CH8QwXUiEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                    "commandMetadata": {
+                      "webCommandMetadata": {
+                        "url": "https://accounts.google.com/ServiceLogin?service=youtube&uilel=3&passive=true&continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26hl%3Den%26next%3D%252Fwatch%253Fv%253DQip1VkTuM70&hl=en",
+                        "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
+                        "rootVe": 83769
+                      }
+                    },
+                    "signInEndpoint": {
+                      "nextEndpoint": {
+                        "clickTrackingParams": "CH8QwXUiEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                        "commandMetadata": {
+                          "webCommandMetadata": {
+                            "url": "/watch?v=Qip1VkTuM70",
+                            "webPageType": "WEB_PAGE_TYPE_WATCH",
+                            "rootVe": 3832
+                          }
+                        },
+                        "watchEndpoint": { "videoId": "Qip1VkTuM70" }
+                      }
+                    }
+                  },
+                  "trackingParams": "CH8QwXUiEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                  "avatarSize": "SIMPLEBOX_AVATAR_SIZE_TYPE_DEFAULT",
+                  "emojiButton": {
+                    "buttonRenderer": {
+                      "size": "SIZE_SMALL",
+                      "icon": { "iconType": "EMOJI" },
+                      "trackingParams": "CIkBEPBbIhMIuuKt3ZihhQMVr8tCBR3NeASj",
+                      "accessibilityData": {
+                        "accessibilityData": { "label": "Show emoji picker" }
+                      }
+                    }
+                  },
+                  "emojiPicker": {
+                    "emojiPickerRenderer": {
+                      "id": "emoji",
+                      "categories": [
+                        {
+                          "emojiPickerCategoryRenderer": {
+                            "categoryId": "UCkszU2WH9gy1mb0dV-11UJg",
+                            "title": { "simpleText": "YouTube" },
+                            "emojiIds": [
+                              "UCkszU2WH9gy1mb0dV-11UJg/G8AfY6yWGuKuhL0PlbiA2AE",
+                              "UCkszU2WH9gy1mb0dV-11UJg/KsIfY6LzFoLM6AKanYDQAg",
+                              "UCkszU2WH9gy1mb0dV-11UJg/W8IfY_bwAfiPq7IPvNCA2AU",
+                              "UCkszU2WH9gy1mb0dV-11UJg/b8IfY7zOK9iVkNAP_I2A-AY",
+                              "UCkszU2WH9gy1mb0dV-11UJg/hcIfY57lBJXp6AKBx4CoCA",
+                              "UCkszU2WH9gy1mb0dV-11UJg/ssIfY7OFG5OykQOpn4CQCw",
+                              "UCkszU2WH9gy1mb0dV-11UJg/xsIfY4OqCd2T29sP54iAsAw",
+                              "UCkszU2WH9gy1mb0dV-11UJg/2sIfY8vIG8z96ALulYDQDQ",
+                              "UCkszU2WH9gy1mb0dV-11UJg/7cIfY5niDOmSkNAP08CA6A4",
+                              "UCkszU2WH9gy1mb0dV-11UJg/A8MfY-_pEIKNr8oP78-AGA",
+                              "UCkszU2WH9gy1mb0dV-11UJg/E8MfY5u7JPSXkNAP95GAmAE",
+                              "UCkszU2WH9gy1mb0dV-11UJg/LsMfY8P6G-yckNAPjoWA8AI",
+                              "UCkszU2WH9gy1mb0dV-11UJg/Z8MfY8mzLbnovwK5roC4Bg",
+                              "UCkszU2WH9gy1mb0dV-11UJg/hcMfY5_zAbbxvwKLooCoCA",
+                              "UCkszU2WH9gy1mb0dV-11UJg/ygF1XpGUMMjk8gSDrI2wCx",
+                              "UCkszU2WH9gy1mb0dV-11UJg/m8MfY4jbFsWJhL0PyouA2Ak",
+                              "UCkszU2WH9gy1mb0dV-11UJg/6_cfY8HJH8bV5QS5yYDYDg",
+                              "UCkszU2WH9gy1mb0dV-11UJg/DfgfY9LaNdmMq7IPuI2AaA",
+                              "UCkszU2WH9gy1mb0dV-11UJg/HvgfY93GEYmqvwLUuYDwAQ",
+                              "UCkszU2WH9gy1mb0dV-11UJg/NvgfY9aeC_OFvOMPkrOAsAM",
+                              "UCkszU2WH9gy1mb0dV-11UJg/UvgfY_vqE92T29sPvqiAkAU",
+                              "UCkszU2WH9gy1mb0dV-11UJg/YvgfY-LIBpjChgHKyYCQBg",
+                              "UCkszU2WH9gy1mb0dV-11UJg/ePgfY-K2Kp6Mr8oP1oqAwAc",
+                              "UCkszU2WH9gy1mb0dV-11UJg/jPgfY5j2IIud29sP3ZeA4Ag",
+                              "UCkszU2WH9gy1mb0dV-11UJg/oPgfY_DoKfSXkNAPq8-AgAo",
+                              "UCkszU2WH9gy1mb0dV-11UJg/tPgfY7mSO4XovQKzmYCgCw",
+                              "UCkszU2WH9gy1mb0dV-11UJg/zPgfY66lCJGRhL0Pz6iA4Aw",
+                              "UCkszU2WH9gy1mb0dV-11UJg/4PgfY73cJprKCq-_gIAO",
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+                            ],
+                            "trackingParams": "CIgBELeDCBgAIhMIuuKt3ZihhQMVr8tCBR3NeASj",
+                            "categoryType": "CATEGORY_TYPE_GLOBAL"
+                          }
+                        },
+                        {
+                          "emojiPickerCategoryRenderer": {
+                            "categoryId": "people",
+                            "title": { "simpleText": "People" },
+                            "emojiIds": [
+                              "😀",
+                              "😃",
+                              "😄",
+                              "😁",
+                              "😆",
+                              "😅",
+                              "🤣",
+                              "😂",
+                              "🙂",
+                              "🙃",
+                              "😉",
+                              "😊",
+                              "😇",
+                              "🥰",
+                              "😍",
+                              "🤩",
+                              "😘",
+                              "😗",
+                              "☺",
+                              "😚",
+                              "😙",
+                              "🥲",
+                              "😋",
+                              "😛",
+                              "😜",
+                              "🤪",
+                              "😝",
+                              "🤑",
+                              "🤗",
+                              "🤭",
+                              "🤫",
+                              "🤔",
+                              "🤐",
+                              "🤨",
+                              "😐",
+                              "😑",
+                              "😶",
+                              "😶\u200d🌫",
+                              "😏",
+                              "😒",
+                              "🙄",
+                              "😬",
+                              "😮\u200d💨",
+                              "🤥",
+                              "😌",
+                              "😔",
+                              "😪",
+                              "🤤",
+                              "😴",
+                              "😷",
+                              "🤒",
+                              "🤕",
+                              "🤢",
+                              "🤮",
+                              "🤧",
+                              "🥵",
+                              "🥶",
+                              "🥴",
+                              "😵",
+                              "😵\u200d💫",
+                              "🤯",
+                              "🤠",
+                              "🥳",
+                              "🥸",
+                              "😎",
+                              "🤓",
+                              "🧐",
+                              "😕",
+                              "😟",
+                              "🙁",
+                              "☹",
+                              "😮",
+                              "😯",
+                              "😲",
+                              "😳",
+                              "🥺",
+                              "😦",
+                              "😧",
+                              "😨",
+                              "😰",
+                              "😥",
+                              "😢",
+                              "😭",
+                              "😱",
+                              "😖",
+                              "😣",
+                              "😞",
+                              "😓",
+                              "😩",
+                              "😫",
+                              "🥱",
+                              "😤",
+                              "😡",
+                              "😠",
+                              "🤬",
+                              "😈",
+                              "👿",
+                              "💀",
+                              "☠",
+                              "💩",
+                              "🤡",
+                              "👹",
+                              "👺",
+                              "👻",
+                              "👽",
+                              "👾",
+                              "🤖",
+                              "😺",
+                              "😸",
+                              "😹",
+                              "😻",
+                              "😼",
+                              "😽",
+                              "🙀",
+                              "😿",
+                              "😾",
+                              "🙈",
+                              "🙉",
+                              "🙊",
+                              "💋",
+                              "💌",
+                              "💘",
+                              "💝",
+                              "💖",
+                              "💗",
+                              "💓",
+                              "💞",
+                              "💕",
+                              "💟",
+                              "❣",
+                              "💔",
+                              "❤\u200d🔥",
+                              "❤\u200d🩹",
+                              "❤",
+                              "🧡",
+                              "💛",
+                              "💚",
+                              "💙",
+                              "💜",
+                              "🤎",
+                              "🖤",
+                              "🤍",
+                              "💯",
+                              "💢",
+                              "💥",
+                              "💫",
+                              "💦",
+                              "💨",
+                              "🕳",
+                              "💣",
+                              "💬",
+                              "👁\u200d🗨",
+                              "🗨",
+                              "🗯",
+                              "💭",
+                              "💤",
+                              "👋",
+                              "🤚",
+                              "🖐",
+                              "✋",
+                              "🖖",
+                              "👌",
+                              "🤌",
+                              "🤏",
+                              "✌",
+                              "🤞",
+                              "🤟",
+                              "🤘",
+                              "🤙",
+                              "👈",
+                              "👉",
+                              "👆",
+                              "🖕",
+                              "👇",
+                              "☝",
+                              "👍",
+                              "👎",
+                              "✊",
+                              "👊",
+                              "🤛",
+                              "🤜",
+                              "👏",
+                              "🙌",
+                              "👐",
+                              "🤲",
+                              "🤝",
+                              "🙏",
+                              "✍",
+                              "💅",
+                              "🤳",
+                              "💪",
+                              "🦾",
+                              "🦿",
+                              "🦵",
+                              "🦶",
+                              "👂",
+                              "🦻",
+                              "👃",
+                              "🧠",
+                              "🫀",
+                              "🫁",
+                              "🦷",
+                              "🦴",
+                              "👀",
+                              "👁",
+                              "👅",
+                              "👄",
+                              "👶",
+                              "🧒",
+                              "👦",
+                              "👧",
+                              "🧑",
+                              "👱",
+                              "👨",
+                              "🧔",
+                              "🧔\u200d♂",
+                              "🧔\u200d♀",
+                              "👩",
+                              "👱\u200d♀",
+                              "👱\u200d♂",
+                              "🧓",
+                              "👴",
+                              "👵",
+                              "🙍",
+                              "🙍\u200d♂",
+                              "🙍\u200d♀",
+                              "🙎",
+                              "🙎\u200d♂",
+                              "🙎\u200d♀",
+                              "🙅",
+                              "🙅\u200d♂",
+                              "🙅\u200d♀",
+                              "🙆",
+                              "🙆\u200d♂",
+                              "🙆\u200d♀",
+                              "💁",
+                              "💁\u200d♂",
+                              "💁\u200d♀",
+                              "🙋",
+                              "🙋\u200d♂",
+                              "🙋\u200d♀",
+                              "🧏",
+                              "🧏\u200d♂",
+                              "🧏\u200d♀",
+                              "🙇",
+                              "🙇\u200d♂",
+                              "🙇\u200d♀",
+                              "🤦",
+                              "🤦\u200d♂",
+                              "🤦\u200d♀",
+                              "🤷",
+                              "🤷\u200d♂",
+                              "🤷\u200d♀",
+                              "🧑\u200d⚕",
+                              "👨\u200d⚕",
+                              "👩\u200d⚕",
+                              "🧑\u200d🎓",
+                              "👨\u200d🎓",
+                              "👩\u200d🎓",
+                              "🧑\u200d🏫",
+                              "👨\u200d🏫",
+                              "👩\u200d🏫",
+                              "🧑\u200d⚖",
+                              "👨\u200d⚖",
+                              "👩\u200d⚖",
+                              "🧑\u200d🌾",
+                              "👨\u200d🌾",
+                              "👩\u200d🌾",
+                              "🧑\u200d🍳",
+                              "👨\u200d🍳",
+                              "👩\u200d🍳",
+                              "🧑\u200d🔧",
+                              "👨\u200d🔧",
+                              "👩\u200d🔧",
+                              "🧑\u200d🏭",
+                              "👨\u200d🏭",
+                              "👩\u200d🏭",
+                              "🧑\u200d💼",
+                              "👨\u200d💼",
+                              "👩\u200d💼",
+                              "🧑\u200d🔬",
+                              "👨\u200d🔬",
+                              "👩\u200d🔬",
+                              "🧑\u200d💻",
+                              "👨\u200d💻",
+                              "👩\u200d💻",
+                              "🧑\u200d🎤",
+                              "👨\u200d🎤",
+                              "👩\u200d🎤",
+                              "🧑\u200d🎨",
+                              "👨\u200d🎨",
+                              "👩\u200d🎨",
+                              "🧑\u200d✈",
+                              "👨\u200d✈",
+                              "👩\u200d✈",
+                              "🧑\u200d🚀",
+                              "👨\u200d🚀",
+                              "👩\u200d🚀",
+                              "🧑\u200d🚒",
+                              "👨\u200d🚒",
+                              "👩\u200d🚒",
+                              "👮",
+                              "👮\u200d♂",
+                              "👮\u200d♀",
+                              "🕵",
+                              "🕵\u200d♂",
+                              "🕵\u200d♀",
+                              "💂",
+                              "💂\u200d♂",
+                              "💂\u200d♀",
+                              "🥷",
+                              "👷",
+                              "👷\u200d♂",
+                              "👷\u200d♀",
+                              "🤴",
+                              "👸",
+                              "👳",
+                              "👳\u200d♂",
+                              "👳\u200d♀",
+                              "👲",
+                              "🧕",
+                              "🤵",
+                              "🤵\u200d♂",
+                              "🤵\u200d♀",
+                              "👰",
+                              "👰\u200d♂",
+                              "👰\u200d♀",
+                              "🤰",
+                              "🤱",
+                              "👩\u200d🍼",
+                              "👨\u200d🍼",
+                              "🧑\u200d🍼",
+                              "👼",
+                              "🎅",
+                              "🤶",
+                              "🧑\u200d🎄",
+                              "🦸",
+                              "🦸\u200d♂",
+                              "🦸\u200d♀",
+                              "🦹",
+                              "🦹\u200d♂",
+                              "🦹\u200d♀",
+                              "🧙",
+                              "🧙\u200d♂",
+                              "🧙\u200d♀",
+                              "🧚",
+                              "🧚\u200d♂",
+                              "🧚\u200d♀",
+                              "🧛",
+                              "🧛\u200d♂",
+                              "🧛\u200d♀",
+                              "🧜",
+                              "🧜\u200d♂",
+                              "🧜\u200d♀",
+                              "🧝",
+                              "🧝\u200d♂",
+                              "🧝\u200d♀",
+                              "🧞",
+                              "🧞\u200d♂",
+                              "🧞\u200d♀",
+                              "🧟",
+                              "🧟\u200d♂",
+                              "🧟\u200d♀",
+                              "💆",
+                              "💆\u200d♂",
+                              "💆\u200d♀",
+                              "💇",
+                              "💇\u200d♂",
+                              "💇\u200d♀",
+                              "🚶",
+                              "🚶\u200d♂",
+                              "🚶\u200d♀",
+                              "🧍",
+                              "🧍\u200d♂",
+                              "🧍\u200d♀",
+                              "🧎",
+                              "🧎\u200d♂",
+                              "🧎\u200d♀",
+                              "🧑\u200d🦯",
+                              "👨\u200d🦯",
+                              "👩\u200d🦯",
+                              "🧑\u200d🦼",
+                              "👨\u200d🦼",
+                              "👩\u200d🦼",
+                              "🧑\u200d🦽",
+                              "👨\u200d🦽",
+                              "👩\u200d🦽",
+                              "🏃",
+                              "🏃\u200d♂",
+                              "🏃\u200d♀",
+                              "💃",
+                              "🕺",
+                              "🕴",
+                              "👯",
+                              "👯\u200d♂",
+                              "👯\u200d♀",
+                              "🧖",
+                              "🧖\u200d♂",
+                              "🧖\u200d♀",
+                              "🧗",
+                              "🧗\u200d♂",
+                              "🧗\u200d♀",
+                              "🤺",
+                              "🏇",
+                              "⛷",
+                              "🏂",
+                              "🏌",
+                              "🏌\u200d♂",
+                              "🏌\u200d♀",
+                              "🏄",
+                              "🏄\u200d♂",
+                              "🏄\u200d♀",
+                              "🚣",
+                              "🚣\u200d♂",
+                              "🚣\u200d♀",
+                              "🏊",
+                              "🏊\u200d♂",
+                              "🏊\u200d♀",
+                              "⛹",
+                              "⛹\u200d♂",
+                              "⛹\u200d♀",
+                              "🏋",
+                              "🏋\u200d♂",
+                              "🏋\u200d♀",
+                              "🚴",
+                              "🚴\u200d♂",
+                              "🚴\u200d♀",
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+                              "🚵\u200d♂",
+                              "🚵\u200d♀",
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+                              "🤸\u200d♂",
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+                              "🤼\u200d♂",
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+                              "🧑\u200d🤝\u200d🧑",
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+                              "👩\u200d❤\u200d💋\u200d👩",
+                              "💑",
+                              "👩\u200d❤\u200d👨",
+                              "👨\u200d❤\u200d👨",
+                              "👩\u200d❤\u200d👩",
+                              "👪",
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+                              "👨\u200d👩\u200d👧\u200d👧",
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+                              "👨\u200d👨\u200d👧",
+                              "👨\u200d👨\u200d👧\u200d👦",
+                              "👨\u200d👨\u200d👦\u200d👦",
+                              "👨\u200d👨\u200d👧\u200d👧",
+                              "👩\u200d👩\u200d👦",
+                              "👩\u200d👩\u200d👧",
+                              "👩\u200d👩\u200d👧\u200d👦",
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+                              "👨\u200d👧\u200d👧",
+                              "👩\u200d👦",
+                              "👩\u200d👦\u200d👦",
+                              "👩\u200d👧",
+                              "👩\u200d👧\u200d👦",
+                              "👩\u200d👧\u200d👧",
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+                              "📿",
+                              "💄",
+                              "💍",
+                              "💎",
+                              "🔇",
+                              "🔈",
+                              "🔉",
+                              "🔊",
+                              "📢",
+                              "📣",
+                              "📯",
+                              "🔔",
+                              "🔕",
+                              "🎼",
+                              "🎵",
+                              "🎶",
+                              "🎙",
+                              "🎚",
+                              "🎛",
+                              "🎤",
+                              "🎧",
+                              "📻",
+                              "🎷",
+                              "🪗",
+                              "🎸",
+                              "🎹",
+                              "🎺",
+                              "🎻",
+                              "🪕",
+                              "🥁",
+                              "🪘",
+                              "📱",
+                              "📲",
+                              "☎",
+                              "📞",
+                              "📟",
+                              "📠",
+                              "🔋",
+                              "🔌",
+                              "💻",
+                              "🖥",
+                              "🖨",
+                              "⌨",
+                              "🖱",
+                              "🖲",
+                              "💽",
+                              "💾",
+                              "💿",
+                              "📀",
+                              "🧮",
+                              "🎥",
+                              "🎞",
+                              "📽",
+                              "🎬",
+                              "📺",
+                              "📷",
+                              "📸",
+                              "📹",
+                              "📼",
+                              "🔍",
+                              "🔎",
+                              "🕯",
+                              "💡",
+                              "🔦",
+                              "🏮",
+                              "🪔",
+                              "📔",
+                              "📕",
+                              "📖",
+                              "📗",
+                              "📘",
+                              "📙",
+                              "📚",
+                              "📓",
+                              "📒",
+                              "📃",
+                              "📜",
+                              "📄",
+                              "📰",
+                              "🗞",
+                              "📑",
+                              "🔖",
+                              "🏷",
+                              "💰",
+                              "🪙",
+                              "💴",
+                              "💵",
+                              "💶",
+                              "💷",
+                              "💸",
+                              "💳",
+                              "🧾",
+                              "💹",
+                              "✉",
+                              "📧",
+                              "📨",
+                              "📩",
+                              "📤",
+                              "📥",
+                              "📦",
+                              "📫",
+                              "📪",
+                              "📬",
+                              "📭",
+                              "📮",
+                              "🗳",
+                              "✏",
+                              "✒",
+                              "🖋",
+                              "🖊",
+                              "🖌",
+                              "🖍",
+                              "📝",
+                              "💼",
+                              "📁",
+                              "📂",
+                              "🗂",
+                              "📅",
+                              "📆",
+                              "🗒",
+                              "🗓",
+                              "📇",
+                              "📈",
+                              "📉",
+                              "📊",
+                              "📋",
+                              "📌",
+                              "📍",
+                              "📎",
+                              "🖇",
+                              "📏",
+                              "📐",
+                              "✂",
+                              "🗃",
+                              "🗄",
+                              "🗑",
+                              "🔒",
+                              "🔓",
+                              "🔏",
+                              "🔐",
+                              "🔑",
+                              "🗝",
+                              "🔨",
+                              "🪓",
+                              "⛏",
+                              "⚒",
+                              "🛠",
+                              "🗡",
+                              "⚔",
+                              "🔫",
+                              "🪃",
+                              "🏹",
+                              "🛡",
+                              "🪚",
+                              "🔧",
+                              "🪛",
+                              "🔩",
+                              "⚙",
+                              "🗜",
+                              "⚖",
+                              "🦯",
+                              "🔗",
+                              "⛓",
+                              "🪝",
+                              "🧰",
+                              "🧲",
+                              "🪜",
+                              "⚗",
+                              "🧪",
+                              "🧫",
+                              "🧬",
+                              "🔬",
+                              "🔭",
+                              "📡",
+                              "💉",
+                              "🩸",
+                              "💊",
+                              "🩹",
+                              "🩺",
+                              "🚪",
+                              "🛗",
+                              "🪞",
+                              "🪟",
+                              "🛏",
+                              "🛋",
+                              "🪑",
+                              "🚽",
+                              "🪠",
+                              "🚿",
+                              "🛁",
+                              "🪤",
+                              "🪒",
+                              "🧴",
+                              "🧷",
+                              "🧹",
+                              "🧺",
+                              "🧻",
+                              "🪣",
+                              "🧼",
+                              "🪥",
+                              "🧽",
+                              "🧯",
+                              "🛒",
+                              "🚬",
+                              "⚰",
+                              "🪦",
+                              "⚱",
+                              "🗿",
+                              "🪧"
+                            ],
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+                            "imageLoadingLazy": true,
+                            "categoryType": "CATEGORY_TYPE_UNICODE"
+                          }
+                        },
+                        {
+                          "emojiPickerCategoryRenderer": {
+                            "categoryId": "symbols",
+                            "title": { "simpleText": "Symbols" },
+                            "emojiIds": [
+                              "🏧",
+                              "🚮",
+                              "🚰",
+                              "♿",
+                              "🚹",
+                              "🚺",
+                              "🚻",
+                              "🚼",
+                              "🚾",
+                              "🛂",
+                              "🛃",
+                              "🛄",
+                              "🛅",
+                              "⚠",
+                              "🚸",
+                              "⛔",
+                              "🚫",
+                              "🚳",
+                              "🚭",
+                              "🚯",
+                              "🚱",
+                              "🚷",
+                              "📵",
+                              "🔞",
+                              "☢",
+                              "☣",
+                              "⬆",
+                              "↗",
+                              "➡",
+                              "↘",
+                              "⬇",
+                              "↙",
+                              "⬅",
+                              "↖",
+                              "↕",
+                              "↔",
+                              "↩",
+                              "↪",
+                              "⤴",
+                              "⤵",
+                              "🔃",
+                              "🔄",
+                              "🔙",
+                              "🔚",
+                              "🔛",
+                              "🔜",
+                              "🔝",
+                              "🛐",
+                              "⚛",
+                              "🕉",
+                              "✡",
+                              "☸",
+                              "☯",
+                              "✝",
+                              "☦",
+                              "☪",
+                              "☮",
+                              "🕎",
+                              "🔯",
+                              "♈",
+                              "♉",
+                              "♊",
+                              "♋",
+                              "♌",
+                              "♍",
+                              "♎",
+                              "♏",
+                              "♐",
+                              "♑",
+                              "♒",
+                              "♓",
+                              "⛎",
+                              "🔀",
+                              "🔁",
+                              "🔂",
+                              "▶",
+                              "⏩",
+                              "⏭",
+                              "⏯",
+                              "◀",
+                              "⏪",
+                              "⏮",
+                              "🔼",
+                              "⏫",
+                              "🔽",
+                              "⏬",
+                              "⏸",
+                              "⏹",
+                              "⏺",
+                              "⏏",
+                              "🎦",
+                              "🔅",
+                              "🔆",
+                              "📶",
+                              "📳",
+                              "📴",
+                              "♀",
+                              "♂",
+                              "⚧",
+                              "✖",
+                              "➕",
+                              "➖",
+                              "➗",
+                              "♾",
+                              "‼",
+                              "⁉",
+                              "❓",
+                              "❔",
+                              "❕",
+                              "❗",
+                              "〰",
+                              "💱",
+                              "💲",
+                              "⚕",
+                              "♻",
+                              "⚜",
+                              "🔱",
+                              "📛",
+                              "🔰",
+                              "⭕",
+                              "✅",
+                              "☑",
+                              "✔",
+                              "❌",
+                              "❎",
+                              "➰",
+                              "➿",
+                              "〽",
+                              "✳",
+                              "✴",
+                              "❇",
+                              "©",
+                              "®",
+                              "™",
+                              "🔴",
+                              "🟠",
+                              "🟡",
+                              "🟢",
+                              "🔵",
+                              "🟣",
+                              "🟤",
+                              "⚫",
+                              "⚪",
+                              "🟥",
+                              "🟧",
+                              "🟨",
+                              "🟩",
+                              "🟦",
+                              "🟪",
+                              "🟫",
+                              "⬛",
+                              "⬜",
+                              "◼",
+                              "◻",
+                              "◾",
+                              "◽",
+                              "▪",
+                              "▫",
+                              "🔶",
+                              "🔷",
+                              "🔸",
+                              "🔹",
+                              "🔺",
+                              "🔻",
+                              "💠",
+                              "🔘",
+                              "🔳",
+                              "🔲",
+                              "🏁",
+                              "🚩",
+                              "🎌",
+                              "🏴",
+                              "🏳",
+                              "🏳\u200d🌈",
+                              "🏳\u200d⚧",
+                              "🏴\u200d☠"
+                            ],
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+                            "icon": { "iconType": "VIDEO_YOUTUBE" },
+                            "tooltip": "YouTube",
+                            "accessibility": {
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+                            "tooltip": "People",
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+                              "icon": { "iconType": "FLAG" },
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+                                "commandMetadata": {
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+                                                  "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
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+                                          "size": "SIZE_DEFAULT",
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+                "likeActiveTooltip": "Unlike",
+                "dislikeInactiveTooltip": "Dislike",
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+                        }
+                      },
+                      "watchEndpoint": { "videoId": "Qip1VkTuM70" }
+                    }
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+                "toolbarStateKey": "EhpVZ3dNS1ktODlYQ2RDVkI5YlhwNEFhQUJBZyAsKAE%3D",
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+                "likeActiveTooltip": "Unlike",
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+                          "webPageType": "WEB_PAGE_TYPE_WATCH",
+                          "rootVe": 3832
+                        }
+                      },
+                      "watchEndpoint": { "videoId": "Qip1VkTuM70" }
+                    }
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+                }
+              },
+              "inlineReadMoreButton": { "isSupported": true, "isExpanded": false },
+              "commentClickOpensComposer": true,
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+          "type": "ENTITY_MUTATION_TYPE_REPLACE",
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+                      "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
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+                      "commandMetadata": {
+                        "webCommandMetadata": {
+                          "url": "/watch?v=Qip1VkTuM70",
+                          "webPageType": "WEB_PAGE_TYPE_WATCH",
+                          "rootVe": 3832
+                        }
+                      },
+                      "watchEndpoint": { "videoId": "Qip1VkTuM70" }
+                    }
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+                      "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
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+                        "webCommandMetadata": {
+                          "url": "/watch?v=Qip1VkTuM70",
+                          "webPageType": "WEB_PAGE_TYPE_WATCH",
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+                            "menuNavigationItemRenderer": {
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+                              "icon": { "iconType": "FLAG" },
+                              "navigationEndpoint": {
+                                "clickTrackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                                "commandMetadata": {
+                                  "webCommandMetadata": { "ignoreNavigation": true }
+                                },
+                                "modalEndpoint": {
+                                  "modal": {
+                                    "modalWithTitleAndButtonRenderer": {
+                                      "title": {
+                                        "runs": [
+                                          { "text": "Need to report the comment?" }
+                                        ]
+                                      },
+                                      "content": {
+                                        "runs": [
+                                          {
+                                            "text": "Sign in to report content that breaks our rules.\n\nYou can also file a "
+                                          },
+                                          {
+                                            "text": "legal complaint",
+                                            "navigationEndpoint": {
+                                              "clickTrackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                                              "commandMetadata": {
+                                                "webCommandMetadata": {
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+                                                  "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
+                                                  "rootVe": 83769
+                                                }
+                                              },
+                                              "urlEndpoint": {
+                                                "url": "https://support.google.com/youtube/contact/legal_complaint_entities_single?hl=en&entity_url=https://www.youtube.com/watch%3Fv%3DQip1VkTuM70%26lc%3DUgwMKY-89XCdCVB9bXp4AaABAg&contact_type=main"
+                                              }
+                                            }
+                                          },
+                                          { "text": " without signing in." }
+                                        ]
+                                      },
+                                      "button": {
+                                        "buttonRenderer": {
+                                          "style": "STYLE_BRAND",
+                                          "size": "SIZE_DEFAULT",
+                                          "isDisabled": false,
+                                          "text": { "runs": [{ "text": "Sign in" }] },
+                                          "navigationEndpoint": {
+                                            "clickTrackingParams": "CA0Q8FsiEwi64q3dmKGFAxWvy0IFHc14BKM=",
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+                                                "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
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+                                                "commandMetadata": {
+                                                  "webCommandMetadata": {
+                                                    "url": "/watch?v=Qip1VkTuM70",
+                                                    "webPageType": "WEB_PAGE_TYPE_WATCH",
+                                                    "rootVe": 3832
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+                                                  "videoId": "Qip1VkTuM70"
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+                                          "trackingParams": "CA0Q8FsiEwi64q3dmKGFAxWvy0IFHc14BKM=",
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+                                            "commandMetadata": {
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+                                                "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
+                                                "rootVe": 83769
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+                                            "signInEndpoint": {
+                                              "nextEndpoint": {
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+                                                "commandMetadata": {
+                                                  "webCommandMetadata": {
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+                                                    "webPageType": "WEB_PAGE_TYPE_WATCH",
+                                                    "rootVe": 3832
+                                                  }
+                                                },
+                                                "watchEndpoint": {
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+                              "trackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM="
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+                        "trackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
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+                        }
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+              "likeState": "TOOLBAR_LIKE_STATE_INDIFFERENT",
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+        },
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+                "replyCount": "15",
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+                },
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+                "replyCountA11y": "15 replies",
+                "likeInactiveTooltip": "Like",
+                "likeActiveTooltip": "Unlike",
+                "dislikeInactiveTooltip": "Dislike",
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+                        }
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+                    }
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+                              "icon": { "iconType": "FLAG" },
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+                          "webPageType": "WEB_PAGE_TYPE_WATCH",
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+                          "webPageType": "WEB_PAGE_TYPE_WATCH",
+                          "rootVe": 3832
+                        }
+                      },
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+                                "commandMetadata": {
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+                                  "modal": {
+                                    "modalWithTitleAndButtonRenderer": {
+                                      "title": {
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+                                          { "text": "Need to report the comment?" }
+                                        ]
+                                      },
+                                      "content": {
+                                        "runs": [
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+                                            "text": "Sign in to report content that breaks our rules.\n\nYou can also file a "
+                                          },
+                                          {
+                                            "text": "legal complaint",
+                                            "navigationEndpoint": {
+                                              "clickTrackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                                              "commandMetadata": {
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+                                                  "webPageType": "WEB_PAGE_TYPE_UNKNOWN",
+                                                  "rootVe": 83769
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+                                              "urlEndpoint": {
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+                                              }
+                                            }
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+                                          { "text": " without signing in." }
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+                                        "buttonRenderer": {
+                                          "style": "STYLE_BRAND",
+                                          "size": "SIZE_DEFAULT",
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+                        "trackingParams": "CAAQg2ciEwi64q3dmKGFAxWvy0IFHc14BKM=",
+                        "accessibility": {
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+                        }
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+                    }
+                  }
+                }
+              },
+              "isEngagementToolbar": true
+            }
+          }
+        },
+        {
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+          "type": "ENTITY_MUTATION_TYPE_REPLACE",
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+          }
+        }
+      ],
+      "timestamp": { "seconds": "1711980602", "nanos": 730890285 }
+    }
+  }
+}
diff --git a/testfiles/video_details/comments_20240401_frameworkupd_reply.json b/testfiles/video_details/comments_20240401_frameworkupd_reply.json
new file mode 100644
index 0000000..cac3fb0
--- /dev/null
+++ b/testfiles/video_details/comments_20240401_frameworkupd_reply.json
@@ -0,0 +1,3397 @@
+{
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