🐦 Twitter Post Details

Viewing enriched Twitter post

@HamelHusain

"Most roadmaps, especially from a traditional software mindset, demand an AI feature' by a fixed date, before a single experiment is done. That doesn't work for AI." - @BEBischof https://t.co/ts3nIqBn0V

📊 Media Metadata

{
  "media": [
    {
      "type": "video",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1939035191223427389/media_0.mp4?",
      "filename": "media_0.mp4"
    }
  ],
  "nlp": {
    "sentiment": "negative",
    "topics": [
      "AI development",
      "software roadmaps",
      "experimentation"
    ],
    "entities": [
      "@BEBischof"
    ],
    "summary": "The tweet criticizes traditional software roadmaps that require AI features by a set date without prior experimentation.",
    "language": "en",
    "processed_at": "2025-08-07T09:46:27.727552"
  }
}

🔧 Raw API Response

{
  "data": {
    "threaded_conversation_with_injections_v2": {
      "instructions": [
        {
          "type": "TimelineClearCache"
        },
        {
          "type": "TimelineAddEntries",
          "entries": [
            {
              "entryId": "tweet-1939035191223427389",
              "sortIndex": "1953482854654541824",
              "content": {
                "entryType": "TimelineTimelineItem",
                "__typename": "TimelineTimelineItem",
                "itemContent": {
                  "itemType": "TimelineTweet",
                  "__typename": "TimelineTweet",
                  "tweet_results": {
                    "result": {
                      "__typename": "Tweet",
                      "rest_id": "1939035191223427389",
                      "has_birdwatch_notes": false,
                      "core": {
                        "user_results": {
                          "result": {
                            "__typename": "User",
                            "id": "VXNlcjo4MjU3NjY2NDA=",
                            "rest_id": "825766640",
                            "affiliates_highlighted_label": {},
                            "has_graduated_access": true,
                            "is_blue_verified": true,
                            "profile_image_shape": "Circle",
                            "legacy": {
                              "can_dm": true,
                              "can_media_tag": false,
                              "created_at": "Sat Sep 15 18:45:02 +0000 2012",
                              "default_profile": false,
                              "default_profile_image": false,
                              "description": "Evals evals evals https://t.co/Zrmp6LRd9c\n\nAbout Me: https://t.co/P6WyeKkyTa",
                              "entities": {
                                "description": {
                                  "urls": [
                                    {
                                      "display_url": "evals.info",
                                      "expanded_url": "http://evals.info",
                                      "url": "https://t.co/Zrmp6LRd9c",
                                      "indices": [
                                        18,
                                        41
                                      ]
                                    },
                                    {
                                      "display_url": "hamel.dev",
                                      "expanded_url": "https://hamel.dev",
                                      "url": "https://t.co/P6WyeKkyTa",
                                      "indices": [
                                        53,
                                        76
                                      ]
                                    }
                                  ]
                                },
                                "url": {
                                  "urls": [
                                    {
                                      "display_url": "evals.info",
                                      "expanded_url": "http://evals.info",
                                      "url": "https://t.co/Zrmp6LRd9c",
                                      "indices": [
                                        0,
                                        23
                                      ]
                                    }
                                  ]
                                }
                              },
                              "fast_followers_count": 0,
                              "favourites_count": 15001,
                              "followers_count": 37276,
                              "friends_count": 2185,
                              "has_custom_timelines": true,
                              "is_translator": false,
                              "listed_count": 860,
                              "location": "Looking at the data",
                              "media_count": 1354,
                              "name": "Hamel Husain",
                              "normal_followers_count": 37276,
                              "pinned_tweet_ids_str": [
                                "1953244495430205585"
                              ],
                              "possibly_sensitive": false,
                              "profile_banner_url": "https://pbs.twimg.com/profile_banners/825766640/1735797063",
                              "profile_image_url_https": "https://pbs.twimg.com/profile_images/1287206199088173057/ixE4fKy1_normal.jpg",
                              "profile_interstitial_type": "",
                              "screen_name": "HamelHusain",
                              "statuses_count": 14379,
                              "translator_type": "none",
                              "url": "https://t.co/Zrmp6LRd9c",
                              "verified": false,
                              "want_retweets": false,
                              "withheld_in_countries": []
                            },
                            "tipjar_settings": {}
                          }
                        }
                      },
                      "unmention_data": {},
                      "edit_control": {
                        "edit_tweet_ids": [
                          "1939035191223427389"
                        ],
                        "editable_until_msecs": "1751140589000",
                        "is_edit_eligible": true,
                        "edits_remaining": "5"
                      },
                      "is_translatable": false,
                      "views": {
                        "count": "5751",
                        "state": "EnabledWithCount"
                      },
                      "source": "<a href=\"https://typefully.com/\" rel=\"nofollow\">Typefully</a>",
                      "legacy": {
                        "bookmark_count": 27,
                        "bookmarked": false,
                        "created_at": "Sat Jun 28 18:56:29 +0000 2025",
                        "conversation_id_str": "1939035191223427389",
                        "display_text_range": [
                          0,
                          178
                        ],
                        "entities": {
                          "hashtags": [],
                          "media": [
                            {
                              "display_url": "pic.x.com/ts3nIqBn0V",
                              "expanded_url": "https://x.com/HamelHusain/status/1939035191223427389/video/1",
                              "id_str": "1939035071090200576",
                              "indices": [
                                179,
                                202
                              ],
                              "media_key": "13_1939035071090200576",
                              "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1939035071090200576/img/YG_WGkvtV43L8-yz.jpg",
                              "type": "video",
                              "url": "https://t.co/ts3nIqBn0V",
                              "additional_media_info": {
                                "monetizable": false
                              },
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "sizes": {
                                "large": {
                                  "h": 1080,
                                  "w": 1920,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 675,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 383,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1080,
                                "width": 1920,
                                "focus_rects": []
                              },
                              "video_info": {
                                "aspect_ratio": [
                                  16,
                                  9
                                ],
                                "duration_millis": 374233,
                                "variants": [
                                  {
                                    "content_type": "application/x-mpegURL",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/pl/q30vQgDaeQZGfCRi.m3u8?tag=14&v=9e0"
                                  },
                                  {
                                    "bitrate": 288000,
                                    "content_type": "video/mp4",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/vid/avc1/480x270/2HfPfOQd4mXVIouZ.mp4?tag=14"
                                  },
                                  {
                                    "bitrate": 832000,
                                    "content_type": "video/mp4",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/vid/avc1/640x360/lvUacbA_LClOcWde.mp4?tag=14"
                                  },
                                  {
                                    "bitrate": 2176000,
                                    "content_type": "video/mp4",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/vid/avc1/1280x720/Ey2QAzGBt4yulF-P.mp4?tag=14"
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "13_1939035071090200576"
                                }
                              }
                            }
                          ],
                          "symbols": [],
                          "timestamps": [],
                          "urls": [],
                          "user_mentions": [
                            {
                              "id_str": "223231567",
                              "name": "Bryan Bischof fka Dr. Donut",
                              "screen_name": "BEBischof",
                              "indices": [
                                168,
                                178
                              ]
                            }
                          ]
                        },
                        "extended_entities": {
                          "media": [
                            {
                              "display_url": "pic.x.com/ts3nIqBn0V",
                              "expanded_url": "https://x.com/HamelHusain/status/1939035191223427389/video/1",
                              "id_str": "1939035071090200576",
                              "indices": [
                                179,
                                202
                              ],
                              "media_key": "13_1939035071090200576",
                              "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1939035071090200576/img/YG_WGkvtV43L8-yz.jpg",
                              "type": "video",
                              "url": "https://t.co/ts3nIqBn0V",
                              "additional_media_info": {
                                "monetizable": false
                              },
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "sizes": {
                                "large": {
                                  "h": 1080,
                                  "w": 1920,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 675,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 383,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1080,
                                "width": 1920,
                                "focus_rects": []
                              },
                              "video_info": {
                                "aspect_ratio": [
                                  16,
                                  9
                                ],
                                "duration_millis": 374233,
                                "variants": [
                                  {
                                    "content_type": "application/x-mpegURL",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/pl/q30vQgDaeQZGfCRi.m3u8?tag=14&v=9e0"
                                  },
                                  {
                                    "bitrate": 288000,
                                    "content_type": "video/mp4",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/vid/avc1/480x270/2HfPfOQd4mXVIouZ.mp4?tag=14"
                                  },
                                  {
                                    "bitrate": 832000,
                                    "content_type": "video/mp4",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/vid/avc1/640x360/lvUacbA_LClOcWde.mp4?tag=14"
                                  },
                                  {
                                    "bitrate": 2176000,
                                    "content_type": "video/mp4",
                                    "url": "https://video.twimg.com/amplify_video/1939035071090200576/vid/avc1/1280x720/Ey2QAzGBt4yulF-P.mp4?tag=14"
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "13_1939035071090200576"
                                }
                              }
                            }
                          ]
                        },
                        "favorite_count": 30,
                        "favorited": false,
                        "full_text": "\"Most roadmaps, especially from a traditional software mindset, demand an AI feature' by a fixed date, before a single experiment is done. That doesn't work for AI.\" - @BEBischof https://t.co/ts3nIqBn0V",
                        "is_quote_status": false,
                        "lang": "en",
                        "possibly_sensitive": false,
                        "possibly_sensitive_editable": true,
                        "quote_count": 2,
                        "reply_count": 2,
                        "retweet_count": 8,
                        "retweeted": false,
                        "user_id_str": "825766640",
                        "id_str": "1939035191223427389"
                      },
                      "quick_promote_eligibility": {
                        "eligibility": "IneligibleNotProfessional"
                      }
                    }
                  },
                  "tweetDisplayType": "Tweet"
                },
                "clientEventInfo": {
                  "component": "tweet",
                  "element": "tweet"
                }
              }
            },
            {
              "entryId": "conversationthread-1939035203688898647",
              "sortIndex": "1953482854654541814",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1939035203688898647-tweet-1939035203688898647",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1939035203688898647",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo4MjU3NjY2NDA=",
                                  "rest_id": "825766640",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": false,
                                    "created_at": "Sat Sep 15 18:45:02 +0000 2012",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Evals evals evals https://t.co/Zrmp6LRd9c\n\nAbout Me: https://t.co/P6WyeKkyTa",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "evals.info",
                                            "expanded_url": "http://evals.info",
                                            "url": "https://t.co/Zrmp6LRd9c",
                                            "indices": [
                                              18,
                                              41
                                            ]
                                          },
                                          {
                                            "display_url": "hamel.dev",
                                            "expanded_url": "https://hamel.dev",
                                            "url": "https://t.co/P6WyeKkyTa",
                                            "indices": [
                                              53,
                                              76
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "evals.info",
                                            "expanded_url": "http://evals.info",
                                            "url": "https://t.co/Zrmp6LRd9c",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 15001,
                                    "followers_count": 37276,
                                    "friends_count": 2185,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 860,
                                    "location": "Looking at the data",
                                    "media_count": 1354,
                                    "name": "Hamel Husain",
                                    "normal_followers_count": 37276,
                                    "pinned_tweet_ids_str": [
                                      "1953244495430205585"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/825766640/1735797063",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1287206199088173057/ixE4fKy1_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "HamelHusain",
                                    "statuses_count": 14379,
                                    "translator_type": "none",
                                    "url": "https://t.co/Zrmp6LRd9c",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "card": {
                              "rest_id": "https://t.co/rY7Nyp4Pcr",
                              "legacy": {
                                "binding_values": [
                                  {
                                    "key": "player_url",
                                    "value": {
                                      "string_value": "https://www.youtube.com/embed/R_HnI9oTv3c",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_image_large",
                                    "value": {
                                      "image_value": {
                                        "height": 320,
                                        "width": 569,
                                        "url": "https://pbs.twimg.com/card_img/1952476100162125824/ER954hNL?format=jpg&name=800x320_1"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "player_image",
                                    "value": {
                                      "image_value": {
                                        "height": 158,
                                        "width": 280,
                                        "url": "https://pbs.twimg.com/card_img/1952476100162125824/ER954hNL?format=jpg&name=280x280"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "description",
                                    "value": {
                                      "string_value": "We'll show you why conventional approaches to product development break down when building AI and what to do instead.Link to upcoming evals course: https://m...",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_width",
                                    "value": {
                                      "string_value": "1280",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "domain",
                                    "value": {
                                      "string_value": "www.youtube.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_is_free",
                                    "value": {
                                      "string_value": "true",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "site",
                                    "value": {
                                      "scribe_key": "publisher_id",
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "10228272",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "player_image_original",
                                    "value": {
                                      "image_value": {
                                        "height": 720,
                                        "width": 1280,
                                        "url": "https://pbs.twimg.com/card_img/1952476100162125824/ER954hNL?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "app_url_resolved",
                                    "value": {
                                      "string_value": "https://www.youtube.com/watch?v=R_HnI9oTv3c",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_price_amount",
                                    "value": {
                                      "string_value": "0.0",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_height",
                                    "value": {
                                      "string_value": "720",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "vanity_url",
                                    "value": {
                                      "scribe_key": "vanity_url",
                                      "string_value": "youtube.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_name",
                                    "value": {
                                      "string_value": "YouTube",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_id",
                                    "value": {
                                      "scribe_key": "publisher_app_id",
                                      "string_value": "com.google.android.youtube",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_image_small",
                                    "value": {
                                      "image_value": {
                                        "height": 81,
                                        "width": 144,
                                        "url": "https://pbs.twimg.com/card_img/1952476100162125824/ER954hNL?format=jpg&name=144x144"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "title",
                                    "value": {
                                      "string_value": "Stop Managing AI Projects Like Traditional Software",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_price_currency",
                                    "value": {
                                      "string_value": "USD",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "app_url",
                                    "value": {
                                      "string_value": "https://t.co/redirect?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DR_HnI9oTv3c&sig=726613ca452f86f9e152ab6088146fe6a8e55fe6&ssr=true&slug=rY7Nyp4Pcr",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "card_url",
                                    "value": {
                                      "scribe_key": "card_url",
                                      "string_value": "https://t.co/rY7Nyp4Pcr",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "player_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 61,
                                              "green": 63,
                                              "red": 81
                                            },
                                            "percentage": 31.68
                                          },
                                          {
                                            "rgb": {
                                              "blue": 190,
                                              "green": 202,
                                              "red": 235
                                            },
                                            "percentage": 28.1
                                          },
                                          {
                                            "rgb": {
                                              "blue": 134,
                                              "green": 148,
                                              "red": 236
                                            },
                                            "percentage": 21.32
                                          },
                                          {
                                            "rgb": {
                                              "blue": 174,
                                              "green": 125,
                                              "red": 87
                                            },
                                            "percentage": 5.79
                                          },
                                          {
                                            "rgb": {
                                              "blue": 169,
                                              "green": 167,
                                              "red": 171
                                            },
                                            "percentage": 4.48
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "player_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 720,
                                        "width": 1280,
                                        "url": "https://pbs.twimg.com/card_img/1952476100162125824/ER954hNL?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  }
                                ],
                                "card_platform": {
                                  "platform": {
                                    "audience": {
                                      "name": "production"
                                    },
                                    "device": {
                                      "name": "Android",
                                      "version": "12"
                                    }
                                  }
                                },
                                "name": "player",
                                "url": "https://t.co/rY7Nyp4Pcr",
                                "user_refs_results": [
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjoxMDIyODI3Mg==",
                                      "rest_id": "10228272",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": true,
                                      "profile_image_shape": "Square",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": true,
                                        "created_at": "Tue Nov 13 21:43:46 +0000 2007",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "like & subscribe",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "yt.be/3NDRz",
                                                "expanded_url": "https://yt.be/3NDRz",
                                                "url": "https://t.co/WBV5E1Rh1y",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 6055,
                                        "followers_count": 79005049,
                                        "friends_count": 1147,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 77652,
                                        "location": "San Bruno, CA",
                                        "media_count": 16019,
                                        "name": "YouTube",
                                        "normal_followers_count": 79005049,
                                        "pinned_tweet_ids_str": [],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/10228272/1745416765",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/1915882040353837056/VbhPvueq_normal.jpg",
                                        "profile_interstitial_type": "",
                                        "screen_name": "YouTube",
                                        "statuses_count": 60091,
                                        "translator_type": "regular",
                                        "url": "https://t.co/WBV5E1Rh1y",
                                        "verified": false,
                                        "verified_type": "Business",
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                ]
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1939035203688898647"
                              ],
                              "editable_until_msecs": "1751140592000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "2207",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://typefully.com/\" rel=\"nofollow\">Typefully</a>",
                            "legacy": {
                              "bookmark_count": 9,
                              "bookmarked": false,
                              "created_at": "Sat Jun 28 18:56:32 +0000 2025",
                              "conversation_id_str": "1939035191223427389",
                              "display_text_range": [
                                0,
                                34
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "youtu.be/R_HnI9oTv3c",
                                    "expanded_url": "https://youtu.be/R_HnI9oTv3c",
                                    "url": "https://t.co/rY7Nyp4Pcr",
                                    "indices": [
                                      11,
                                      34
                                    ]
                                  }
                                ],
                                "user_mentions": []
                              },
                              "favorite_count": 6,
                              "favorited": false,
                              "full_text": "Full video https://t.co/rY7Nyp4Pcr",
                              "in_reply_to_screen_name": "HamelHusain",
                              "in_reply_to_status_id_str": "1939035191223427389",
                              "in_reply_to_user_id_str": "825766640",
                              "is_quote_status": false,
                              "lang": "en",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 1,
                              "retweeted": false,
                              "user_id_str": "825766640",
                              "id_str": "1939035203688898647"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "SelfThread"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1939035203688898647"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1939149988266758334",
              "sortIndex": "1953482854654541804",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1939149988266758334-tweet-1939149988266758334",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1939149988266758334",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyODY1MzQ5MzMx",
                                  "rest_id": "2865349331",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Fri Nov 07 08:47:56 +0000 2014",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Building https://t.co/gsVzhpMWpC\n\nfounded AI Tinkerers in Ottawa",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "howit.works",
                                            "expanded_url": "http://howit.works",
                                            "url": "https://t.co/gsVzhpMWpC",
                                            "indices": [
                                              9,
                                              32
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 3091,
                                    "followers_count": 432,
                                    "friends_count": 648,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 7,
                                    "location": "Ottawa",
                                    "media_count": 70,
                                    "name": "Hai The Dude",
                                    "normal_followers_count": 432,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1443396759452016643/jeJh5qgf_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "haithehuman",
                                    "statuses_count": 711,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1939149988266758334"
                              ],
                              "editable_until_msecs": "1751167959000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "95",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sun Jun 29 02:32:39 +0000 2025",
                              "conversation_id_str": "1939035191223427389",
                              "display_text_range": [
                                24,
                                30
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "825766640",
                                    "name": "Hamel Husain",
                                    "screen_name": "HamelHusain",
                                    "indices": [
                                      0,
                                      12
                                    ]
                                  },
                                  {
                                    "id_str": "223231567",
                                    "name": "Bryan Bischof fka Dr. Donut",
                                    "screen_name": "BEBischof",
                                    "indices": [
                                      13,
                                      23
                                    ]
                                  },
                                  {
                                    "id_str": "1309551",
                                    "name": "Bob Durie",
                                    "screen_name": "mobob",
                                    "indices": [
                                      24,
                                      30
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@HamelHusain @BEBischof @mobob",
                              "in_reply_to_screen_name": "HamelHusain",
                              "in_reply_to_status_id_str": "1939035191223427389",
                              "in_reply_to_user_id_str": "825766640",
                              "is_quote_status": false,
                              "lang": "qam",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "2865349331",
                              "id_str": "1939149988266758334"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1939149988266758334"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "cursor-bottom-1953482854654541803",
              "sortIndex": "1953482854654541803",
              "content": {
                "entryType": "TimelineTimelineCursor",
                "__typename": "TimelineTimelineCursor",
                "value": "DAAFCgABGxwqTmp__-kLAAIAAAA8RW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFNYTZUNmo2TmZRdmhybzFqdWoycUU5R3VqV1BvcmFvRmM9CAADAAAAAgAA",
                "cursorType": "Bottom"
              }
            }
          ]
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Top"
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Bottom"
        }
      ],
      "metadata": {
        "scribeConfig": {
          "page": "ranked_replies"
        }
      }
    }
  }
}