🐦 Twitter Post Details

Viewing enriched Twitter post

@YadKonrad

1/ Been hacking on a graph-based LLM library with a friend. Think early Theano to TF & Keras vibes but mainly focused on layering LLMs as simple DAGs. Less like other LLM graph frameworks with everything, Less abstraction, waaay less abstraction and more orchestration and… https://t.co/oGIDy9MY15

Media 1
Media 2

📊 Media Metadata

{
  "media": [
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1932892226620633475/media_0.jpg?",
      "filename": "media_0.jpg"
    },
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1932892226620633475/media_1.jpg?",
      "filename": "media_1.jpg"
    }
  ],
  "nlp": {
    "sentiment": "positive",
    "topics": [
      "graph-based LLM library",
      "layering LLMs",
      "orchestration"
    ],
    "entities": [],
    "summary": "The tweet expresses excitement about developing a graph-based LLM library with a focus on simplicity and orchestration.",
    "language": "en",
    "processed_at": "2025-08-07T11:21:42.958379"
  }
}

🔧 Raw API Response

{
  "data": {
    "threaded_conversation_with_injections_v2": {
      "instructions": [
        {
          "type": "TimelineClearCache"
        },
        {
          "type": "TimelineAddEntries",
          "entries": [
            {
              "entryId": "tweet-1932892226620633475",
              "sortIndex": "1953506836640432128",
              "content": {
                "entryType": "TimelineTimelineItem",
                "__typename": "TimelineTimelineItem",
                "itemContent": {
                  "itemType": "TimelineTweet",
                  "__typename": "TimelineTweet",
                  "tweet_results": {
                    "result": {
                      "__typename": "Tweet",
                      "rest_id": "1932892226620633475",
                      "has_birdwatch_notes": false,
                      "core": {
                        "user_results": {
                          "result": {
                            "__typename": "User",
                            "id": "VXNlcjo4OTk4Njg3NQ==",
                            "rest_id": "89986875",
                            "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 Nov 14 18:03:56 +0000 2009",
                              "default_profile": false,
                              "default_profile_image": false,
                              "description": "- Hacking on new stuff for fun & learning! \n- Indie researcher 🧰  \n- doing standup comedy and stuff 🎤 \n- interests: CyberSec / ML / Program Synth",
                              "entities": {
                                "description": {
                                  "urls": []
                                },
                                "url": {
                                  "urls": [
                                    {
                                      "display_url": "yadkonrad.com",
                                      "expanded_url": "https://yadkonrad.com/",
                                      "url": "https://t.co/KuyRjdfTnp",
                                      "indices": [
                                        0,
                                        23
                                      ]
                                    }
                                  ]
                                }
                              },
                              "fast_followers_count": 0,
                              "favourites_count": 29538,
                              "followers_count": 1716,
                              "friends_count": 631,
                              "has_custom_timelines": true,
                              "is_translator": false,
                              "listed_count": 168,
                              "location": "nyc",
                              "media_count": 1607,
                              "name": "Yad",
                              "normal_followers_count": 1716,
                              "pinned_tweet_ids_str": [],
                              "possibly_sensitive": false,
                              "profile_banner_url": "https://pbs.twimg.com/profile_banners/89986875/1498582863",
                              "profile_image_url_https": "https://pbs.twimg.com/profile_images/1884039528052129792/i1wRT7ev_normal.jpg",
                              "profile_interstitial_type": "",
                              "screen_name": "YadKonrad",
                              "statuses_count": 5302,
                              "translator_type": "none",
                              "url": "https://t.co/KuyRjdfTnp",
                              "verified": false,
                              "want_retweets": false,
                              "withheld_in_countries": []
                            },
                            "professional": {
                              "rest_id": "1469392989663473668",
                              "professional_type": "Creator",
                              "category": []
                            },
                            "tipjar_settings": {}
                          }
                        }
                      },
                      "unmention_data": {},
                      "edit_control": {
                        "edit_tweet_ids": [
                          "1932892226620633475"
                        ],
                        "editable_until_msecs": "1749675992000",
                        "is_edit_eligible": true,
                        "edits_remaining": "5"
                      },
                      "is_translatable": false,
                      "views": {
                        "count": "5796",
                        "state": "EnabledWithCount"
                      },
                      "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                      "note_tweet": {
                        "is_expandable": true,
                        "note_tweet_results": {
                          "result": {
                            "id": "Tm90ZVR3ZWV0OjE5MzI4OTIyMjYzMzk3MDg5Mjg=",
                            "text": "1/ Been hacking on a graph-based LLM library with a friend. Think early Theano to TF  & Keras vibes but mainly focused on layering LLMs as simple DAGs. \nLess like other LLM graph frameworks with everything, Less abstraction, waaay less abstraction and more orchestration and context management for things like llm-workflows and agents with evals. (coming soon)\n\n2/ Mid-build I dove into @HamelHusain’s new EVAL course. Perfect refresher on various techniques / e.g: data-science approaches for judging LLM outputs.\n\n3/ I always love riffing with @HamelHusain about program synthesis and use-cases of DL techniques for improving search. He skips the jargon and makes room to learn in most conversations/lectures.\n\n4/ His collab with @sh_reya is leading to new ideas that I've enjoyed discovering/rediscovering and they are cooking up a survey/book on eval techniques and related literature.\n\n5/ Today’s session with @charles_irl sealed the deal: firing off hundreds of eval calls on @modal_labs  containers is now going into easy mode. (super cool visual for DIY perf testing https://t.co/ayKjYYTrM5)\n\nIf you are doing evals with LLMs, check it out →",
                            "entity_set": {
                              "hashtags": [],
                              "symbols": [],
                              "urls": [
                                {
                                  "display_url": "modal.com/llm-almanac/ad…",
                                  "expanded_url": "https://modal.com/llm-almanac/advisor",
                                  "url": "https://t.co/ayKjYYTrM5",
                                  "indices": [
                                    1075,
                                    1098
                                  ]
                                }
                              ],
                              "user_mentions": [
                                {
                                  "id_str": "825766640",
                                  "name": "Hamel Husain",
                                  "screen_name": "HamelHusain",
                                  "indices": [
                                    387,
                                    399
                                  ]
                                },
                                {
                                  "id_str": "825766640",
                                  "name": "Hamel Husain",
                                  "screen_name": "HamelHusain",
                                  "indices": [
                                    546,
                                    558
                                  ]
                                },
                                {
                                  "id_str": "2286218053",
                                  "name": "Shreya Shankar",
                                  "screen_name": "sh_reya",
                                  "indices": [
                                    732,
                                    740
                                  ]
                                },
                                {
                                  "id_str": "950189417754513409",
                                  "name": "Charles 🎉 Frye",
                                  "screen_name": "charles_irl",
                                  "indices": [
                                    915,
                                    927
                                  ]
                                },
                                {
                                  "id_str": "1551987185372512263",
                                  "name": "Modal",
                                  "screen_name": "modal_labs",
                                  "indices": [
                                    982,
                                    993
                                  ]
                                }
                              ]
                            },
                            "richtext": {
                              "richtext_tags": []
                            },
                            "media": {
                              "inline_media": []
                            }
                          }
                        }
                      },
                      "quoted_status_result": {
                        "result": {
                          "__typename": "Tweet",
                          "rest_id": "1932815912421503361",
                          "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": 15006,
                                  "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": 14383,
                                  "translator_type": "none",
                                  "url": "https://t.co/Zrmp6LRd9c",
                                  "verified": false,
                                  "want_retweets": false,
                                  "withheld_in_countries": []
                                },
                                "tipjar_settings": {}
                              }
                            }
                          },
                          "card": {
                            "rest_id": "https://t.co/dR23WB2cAl",
                            "legacy": {
                              "binding_values": [
                                {
                                  "key": "photo_image_full_size_large",
                                  "value": {
                                    "image_value": {
                                      "height": 419,
                                      "width": 800,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=800x419"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "thumbnail_image",
                                  "value": {
                                    "image_value": {
                                      "height": 146,
                                      "width": 280,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=280x150"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "description",
                                  "value": {
                                    "string_value": "Learn proven approaches for quickly improving AI applications. Build AI that works better than the competition, regardless of the use-case.",
                                    "type": "STRING"
                                  }
                                },
                                {
                                  "key": "domain",
                                  "value": {
                                    "string_value": "maven.com",
                                    "type": "STRING"
                                  }
                                },
                                {
                                  "key": "thumbnail_image_large",
                                  "value": {
                                    "image_value": {
                                      "height": 314,
                                      "width": 600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=600x600"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "summary_photo_image_small",
                                  "value": {
                                    "image_value": {
                                      "height": 202,
                                      "width": 386,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=386x202"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "thumbnail_image_original",
                                  "value": {
                                    "image_value": {
                                      "height": 837,
                                      "width": 1600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=orig"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "photo_image_full_size_small",
                                  "value": {
                                    "image_value": {
                                      "height": 202,
                                      "width": 386,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=386x202"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "summary_photo_image_large",
                                  "value": {
                                    "image_value": {
                                      "height": 419,
                                      "width": 800,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=800x419"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "thumbnail_image_small",
                                  "value": {
                                    "image_value": {
                                      "height": 75,
                                      "width": 144,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=144x144"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "thumbnail_image_x_large",
                                  "value": {
                                    "image_value": {
                                      "height": 837,
                                      "width": 1600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=png&name=2048x2048_2_exp"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "photo_image_full_size_original",
                                  "value": {
                                    "image_value": {
                                      "height": 837,
                                      "width": 1600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=orig"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "vanity_url",
                                  "value": {
                                    "scribe_key": "vanity_url",
                                    "string_value": "maven.com",
                                    "type": "STRING"
                                  }
                                },
                                {
                                  "key": "photo_image_full_size",
                                  "value": {
                                    "image_value": {
                                      "height": 314,
                                      "width": 600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=600x314"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "thumbnail_image_color",
                                  "value": {
                                    "image_color_value": {
                                      "palette": [
                                        {
                                          "rgb": {
                                            "blue": 29,
                                            "green": 29,
                                            "red": 29
                                          },
                                          "percentage": 81.61
                                        },
                                        {
                                          "rgb": {
                                            "blue": 133,
                                            "green": 119,
                                            "red": 109
                                          },
                                          "percentage": 10.6
                                        },
                                        {
                                          "rgb": {
                                            "blue": 183,
                                            "green": 183,
                                            "red": 183
                                          },
                                          "percentage": 4.37
                                        },
                                        {
                                          "rgb": {
                                            "blue": 68,
                                            "green": 75,
                                            "red": 121
                                          },
                                          "percentage": 1.55
                                        },
                                        {
                                          "rgb": {
                                            "blue": 79,
                                            "green": 64,
                                            "red": 53
                                          },
                                          "percentage": 0.97
                                        }
                                      ]
                                    },
                                    "type": "IMAGE_COLOR"
                                  }
                                },
                                {
                                  "key": "title",
                                  "value": {
                                    "string_value": "AI Evals For Engineers & PMs by Hamel Husain and Shreya Shankar on Maven",
                                    "type": "STRING"
                                  }
                                },
                                {
                                  "key": "summary_photo_image_color",
                                  "value": {
                                    "image_color_value": {
                                      "palette": [
                                        {
                                          "rgb": {
                                            "blue": 29,
                                            "green": 29,
                                            "red": 29
                                          },
                                          "percentage": 81.61
                                        },
                                        {
                                          "rgb": {
                                            "blue": 133,
                                            "green": 119,
                                            "red": 109
                                          },
                                          "percentage": 10.6
                                        },
                                        {
                                          "rgb": {
                                            "blue": 183,
                                            "green": 183,
                                            "red": 183
                                          },
                                          "percentage": 4.37
                                        },
                                        {
                                          "rgb": {
                                            "blue": 68,
                                            "green": 75,
                                            "red": 121
                                          },
                                          "percentage": 1.55
                                        },
                                        {
                                          "rgb": {
                                            "blue": 79,
                                            "green": 64,
                                            "red": 53
                                          },
                                          "percentage": 0.97
                                        }
                                      ]
                                    },
                                    "type": "IMAGE_COLOR"
                                  }
                                },
                                {
                                  "key": "summary_photo_image_x_large",
                                  "value": {
                                    "image_value": {
                                      "height": 837,
                                      "width": 1600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=png&name=2048x2048_2_exp"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "summary_photo_image",
                                  "value": {
                                    "image_value": {
                                      "height": 314,
                                      "width": 600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=600x314"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "photo_image_full_size_color",
                                  "value": {
                                    "image_color_value": {
                                      "palette": [
                                        {
                                          "rgb": {
                                            "blue": 29,
                                            "green": 29,
                                            "red": 29
                                          },
                                          "percentage": 81.61
                                        },
                                        {
                                          "rgb": {
                                            "blue": 133,
                                            "green": 119,
                                            "red": 109
                                          },
                                          "percentage": 10.6
                                        },
                                        {
                                          "rgb": {
                                            "blue": 183,
                                            "green": 183,
                                            "red": 183
                                          },
                                          "percentage": 4.37
                                        },
                                        {
                                          "rgb": {
                                            "blue": 68,
                                            "green": 75,
                                            "red": 121
                                          },
                                          "percentage": 1.55
                                        },
                                        {
                                          "rgb": {
                                            "blue": 79,
                                            "green": 64,
                                            "red": 53
                                          },
                                          "percentage": 0.97
                                        }
                                      ]
                                    },
                                    "type": "IMAGE_COLOR"
                                  }
                                },
                                {
                                  "key": "photo_image_full_size_x_large",
                                  "value": {
                                    "image_value": {
                                      "height": 837,
                                      "width": 1600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=png&name=2048x2048_2_exp"
                                    },
                                    "type": "IMAGE"
                                  }
                                },
                                {
                                  "key": "card_url",
                                  "value": {
                                    "scribe_key": "card_url",
                                    "string_value": "https://t.co/dR23WB2cAl",
                                    "type": "STRING"
                                  }
                                },
                                {
                                  "key": "summary_photo_image_original",
                                  "value": {
                                    "image_value": {
                                      "height": 837,
                                      "width": 1600,
                                      "url": "https://pbs.twimg.com/card_img/1950970293033508865/jHGWhlWU?format=jpg&name=orig"
                                    },
                                    "type": "IMAGE"
                                  }
                                }
                              ],
                              "card_platform": {
                                "platform": {
                                  "audience": {
                                    "name": "production"
                                  },
                                  "device": {
                                    "name": "Android",
                                    "version": "12"
                                  }
                                }
                              },
                              "name": "summary_large_image",
                              "url": "https://t.co/dR23WB2cAl",
                              "user_refs_results": []
                            }
                          },
                          "unmention_data": {},
                          "edit_control": {
                            "edit_tweet_ids": [
                              "1932815912421503361"
                            ],
                            "editable_until_msecs": "1749657798000",
                            "is_edit_eligible": false,
                            "edits_remaining": "5"
                          },
                          "is_translatable": false,
                          "views": {
                            "count": "6611",
                            "state": "EnabledWithCount"
                          },
                          "source": "<a href=\"https://typefully.com/\" rel=\"nofollow\">Typefully</a>",
                          "legacy": {
                            "bookmark_count": 6,
                            "bookmarked": false,
                            "created_at": "Wed Jun 11 15:03:18 +0000 2025",
                            "conversation_id_str": "1932815899691819477",
                            "display_text_range": [
                              0,
                              133
                            ],
                            "entities": {
                              "hashtags": [],
                              "symbols": [],
                              "timestamps": [],
                              "urls": [
                                {
                                  "display_url": "bit.ly/evals-ai",
                                  "expanded_url": "http://bit.ly/evals-ai",
                                  "url": "https://t.co/dR23WB2cAl",
                                  "indices": [
                                    110,
                                    133
                                  ]
                                }
                              ],
                              "user_mentions": []
                            },
                            "favorite_count": 5,
                            "favorited": false,
                            "full_text": "Here's a link to our upcoming AI Evals course, where we dive into this subject and other ones.  35% off code: https://t.co/dR23WB2cAl",
                            "in_reply_to_screen_name": "HamelHusain",
                            "in_reply_to_status_id_str": "1932815899691819477",
                            "in_reply_to_user_id_str": "825766640",
                            "is_quote_status": false,
                            "lang": "en",
                            "possibly_sensitive": false,
                            "possibly_sensitive_editable": true,
                            "quote_count": 2,
                            "reply_count": 0,
                            "retweet_count": 0,
                            "retweeted": false,
                            "user_id_str": "825766640",
                            "id_str": "1932815912421503361"
                          }
                        }
                      },
                      "legacy": {
                        "bookmark_count": 14,
                        "bookmarked": false,
                        "created_at": "Wed Jun 11 20:06:32 +0000 2025",
                        "conversation_id_str": "1932892226620633475",
                        "display_text_range": [
                          0,
                          279
                        ],
                        "entities": {
                          "hashtags": [],
                          "media": [
                            {
                              "display_url": "pic.x.com/oGIDy9MY15",
                              "expanded_url": "https://x.com/YadKonrad/status/1932892226620633475/photo/1",
                              "id_str": "1932890714129518592",
                              "indices": [
                                280,
                                303
                              ],
                              "media_key": "3_1932890714129518592",
                              "media_url_https": "https://pbs.twimg.com/media/GtMB3RVXUAA0lHy.jpg",
                              "type": "photo",
                              "url": "https://t.co/oGIDy9MY15",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1432,
                                  "w": 2048,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 839,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 475,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1896,
                                "width": 2712,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2712,
                                    "h": 1519
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1896,
                                    "h": 1896
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1663,
                                    "h": 1896
                                  },
                                  {
                                    "x": 270,
                                    "y": 0,
                                    "w": 948,
                                    "h": 1896
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2712,
                                    "h": 1896
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1932890714129518592"
                                }
                              }
                            },
                            {
                              "display_url": "pic.x.com/oGIDy9MY15",
                              "expanded_url": "https://x.com/YadKonrad/status/1932892226620633475/photo/1",
                              "id_str": "1932890726871740416",
                              "indices": [
                                280,
                                303
                              ],
                              "media_key": "3_1932890726871740416",
                              "media_url_https": "https://pbs.twimg.com/media/GtMB4AzWMAAJmLU.jpg",
                              "type": "photo",
                              "url": "https://t.co/oGIDy9MY15",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1874,
                                  "w": 1792,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1200,
                                  "w": 1147,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 680,
                                  "w": 650,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1874,
                                "width": 1792,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1792,
                                    "h": 1004
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1792,
                                    "h": 1792
                                  },
                                  {
                                    "x": 68,
                                    "y": 0,
                                    "w": 1644,
                                    "h": 1874
                                  },
                                  {
                                    "x": 422,
                                    "y": 0,
                                    "w": 937,
                                    "h": 1874
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1792,
                                    "h": 1874
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1932890726871740416"
                                }
                              }
                            }
                          ],
                          "symbols": [],
                          "timestamps": [],
                          "urls": [],
                          "user_mentions": []
                        },
                        "extended_entities": {
                          "media": [
                            {
                              "display_url": "pic.x.com/oGIDy9MY15",
                              "expanded_url": "https://x.com/YadKonrad/status/1932892226620633475/photo/1",
                              "id_str": "1932890714129518592",
                              "indices": [
                                280,
                                303
                              ],
                              "media_key": "3_1932890714129518592",
                              "media_url_https": "https://pbs.twimg.com/media/GtMB3RVXUAA0lHy.jpg",
                              "type": "photo",
                              "url": "https://t.co/oGIDy9MY15",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1432,
                                  "w": 2048,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 839,
                                  "w": 1200,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 475,
                                  "w": 680,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1896,
                                "width": 2712,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2712,
                                    "h": 1519
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1896,
                                    "h": 1896
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1663,
                                    "h": 1896
                                  },
                                  {
                                    "x": 270,
                                    "y": 0,
                                    "w": 948,
                                    "h": 1896
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 2712,
                                    "h": 1896
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1932890714129518592"
                                }
                              }
                            },
                            {
                              "display_url": "pic.x.com/oGIDy9MY15",
                              "expanded_url": "https://x.com/YadKonrad/status/1932892226620633475/photo/1",
                              "id_str": "1932890726871740416",
                              "indices": [
                                280,
                                303
                              ],
                              "media_key": "3_1932890726871740416",
                              "media_url_https": "https://pbs.twimg.com/media/GtMB4AzWMAAJmLU.jpg",
                              "type": "photo",
                              "url": "https://t.co/oGIDy9MY15",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1874,
                                  "w": 1792,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1200,
                                  "w": 1147,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 680,
                                  "w": 650,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1874,
                                "width": 1792,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1792,
                                    "h": 1004
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1792,
                                    "h": 1792
                                  },
                                  {
                                    "x": 68,
                                    "y": 0,
                                    "w": 1644,
                                    "h": 1874
                                  },
                                  {
                                    "x": 422,
                                    "y": 0,
                                    "w": 937,
                                    "h": 1874
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1792,
                                    "h": 1874
                                  }
                                ]
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1932890726871740416"
                                }
                              }
                            }
                          ]
                        },
                        "favorite_count": 22,
                        "favorited": false,
                        "full_text": "1/ Been hacking on a graph-based LLM library with a friend. Think early Theano to TF  &amp; Keras vibes but mainly focused on layering LLMs as simple DAGs. \nLess like other LLM graph frameworks with everything, Less abstraction, waaay less abstraction and more orchestration and… https://t.co/oGIDy9MY15",
                        "is_quote_status": true,
                        "lang": "en",
                        "possibly_sensitive": false,
                        "possibly_sensitive_editable": true,
                        "quote_count": 2,
                        "quoted_status_id_str": "1932815912421503361",
                        "quoted_status_permalink": {
                          "url": "https://t.co/RCcoegPM8R",
                          "expanded": "https://twitter.com/HamelHusain/status/1932815912421503361",
                          "display": "x.com/HamelHusain/st…"
                        },
                        "reply_count": 3,
                        "retweet_count": 4,
                        "retweeted": false,
                        "user_id_str": "89986875",
                        "id_str": "1932892226620633475"
                      },
                      "quick_promote_eligibility": {
                        "eligibility": "IneligibleNotProfessional"
                      }
                    }
                  },
                  "tweetDisplayType": "Tweet"
                },
                "clientEventInfo": {
                  "component": "tweet",
                  "element": "tweet"
                }
              }
            },
            {
              "entryId": "conversationthread-1932966337913180497",
              "sortIndex": "1953506836640432118",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1932966337913180497-tweet-1932966337913180497",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1932966337913180497",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyMjMyMzE1Njc=",
                                  "rest_id": "223231567",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Sun Dec 05 19:56:01 +0000 2010",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Leading AI @theoryvc; Teach ML @rutgersu. Prev: Led AI @_hex_tech; Led Data @weights_biases, ML @stitchfix, Led Data @bluebottleroast",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "bio.site/Docdonut",
                                            "expanded_url": "https://bio.site/Docdonut",
                                            "url": "https://t.co/na4TqOWYbE",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 33008,
                                    "followers_count": 4434,
                                    "friends_count": 2566,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 123,
                                    "location": "Ohlone Territory",
                                    "media_count": 1442,
                                    "name": "Bryan Bischof fka Dr. Donut",
                                    "normal_followers_count": 4434,
                                    "pinned_tweet_ids_str": [
                                      "1736770567494385720"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/223231567/1664668522",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1934388359297978368/65JnkRc2_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "BEBischof",
                                    "statuses_count": 21792,
                                    "translator_type": "none",
                                    "url": "https://t.co/na4TqOWYbE",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1932966337913180497"
                              ],
                              "editable_until_msecs": "1749693662000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "58",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Thu Jun 12 01:01:02 +0000 2025",
                              "conversation_id_str": "1932892226620633475",
                              "display_text_range": [
                                11,
                                17
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "89986875",
                                    "name": "Yad",
                                    "screen_name": "YadKonrad",
                                    "indices": [
                                      0,
                                      10
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@YadKonrad Hi yad",
                              "in_reply_to_screen_name": "YadKonrad",
                              "in_reply_to_status_id_str": "1932892226620633475",
                              "in_reply_to_user_id_str": "89986875",
                              "is_quote_status": false,
                              "lang": "tl",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "223231567",
                              "id_str": "1932966337913180497"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  },
                  {
                    "entryId": "conversationthread-1932966337913180497-tweet-1933012174210765156",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1933012174210765156",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo4OTk4Njg3NQ==",
                                  "rest_id": "89986875",
                                  "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 Nov 14 18:03:56 +0000 2009",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "- Hacking on new stuff for fun & learning! \n- Indie researcher 🧰  \n- doing standup comedy and stuff 🎤 \n- interests: CyberSec / ML / Program Synth",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "yadkonrad.com",
                                            "expanded_url": "https://yadkonrad.com/",
                                            "url": "https://t.co/KuyRjdfTnp",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 29538,
                                    "followers_count": 1716,
                                    "friends_count": 631,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 168,
                                    "location": "nyc",
                                    "media_count": 1607,
                                    "name": "Yad",
                                    "normal_followers_count": 1716,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/89986875/1498582863",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1884039528052129792/i1wRT7ev_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "YadKonrad",
                                    "statuses_count": 5302,
                                    "translator_type": "none",
                                    "url": "https://t.co/KuyRjdfTnp",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1469392989663473668",
                                    "professional_type": "Creator",
                                    "category": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1933012174210765156"
                              ],
                              "editable_until_msecs": "1749704590000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "48",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Thu Jun 12 04:03:10 +0000 2025",
                              "conversation_id_str": "1932892226620633475",
                              "display_text_range": [
                                11,
                                221
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "223231567",
                                    "name": "Bryan Bischof fka Dr. Donut",
                                    "screen_name": "BEBischof",
                                    "indices": [
                                      0,
                                      10
                                    ]
                                  },
                                  {
                                    "id_str": "825766640",
                                    "name": "Hamel Husain",
                                    "screen_name": "HamelHusain",
                                    "indices": [
                                      199,
                                      211
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@BEBischof I want to make the library land /open Fri the 13th, but I think I won't get to finish docs in time\n\nokay side:🤣😅 I need to do a special shout out to you for all the various appearances in @HamelHusain universe.",
                              "in_reply_to_screen_name": "BEBischof",
                              "in_reply_to_status_id_str": "1932966337913180497",
                              "in_reply_to_user_id_str": "223231567",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "89986875",
                              "id_str": "1933012174210765156"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1933012174210765156"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1932905301042511886",
              "sortIndex": "1953506836640432108",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1932905301042511886-tweet-1932905301042511886",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1932905301042511886",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoyOTkwNTE3NDU1",
                                  "rest_id": "2990517455",
                                  "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": "Wed Jan 21 20:22:03 +0000 2015",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "Babysitting GPUs / F on Empirically-Driven Scaling / prev @ Edinburgh NLP 24'",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "github.com/ipruning",
                                            "expanded_url": "https://github.com/ipruning",
                                            "url": "https://t.co/s9FQRPCJj6",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 13394,
                                    "followers_count": 363,
                                    "friends_count": 1027,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 3,
                                    "location": "London ⇌ Shanghai",
                                    "media_count": 42,
                                    "name": "Alex Chen",
                                    "normal_followers_count": 363,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/2990517455/1583970605",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1825813395393884160/XwdOU5mS_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "ipruning",
                                    "statuses_count": 281,
                                    "translator_type": "none",
                                    "url": "https://t.co/s9FQRPCJj6",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1726004598706770254",
                                    "professional_type": "Creator",
                                    "category": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1932905301042511886"
                              ],
                              "editable_until_msecs": "1749679110000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "69",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Wed Jun 11 20:58:30 +0000 2025",
                              "conversation_id_str": "1932892226620633475",
                              "display_text_range": [
                                11,
                                43
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "89986875",
                                    "name": "Yad",
                                    "screen_name": "YadKonrad",
                                    "indices": [
                                      0,
                                      10
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 1,
                              "favorited": false,
                              "full_text": "@YadKonrad Awaiting your LLM library, haha.",
                              "in_reply_to_screen_name": "YadKonrad",
                              "in_reply_to_status_id_str": "1932892226620633475",
                              "in_reply_to_user_id_str": "89986875",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "2990517455",
                              "id_str": "1932905301042511886"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  },
                  {
                    "entryId": "conversationthread-1932905301042511886-tweet-1932908746747064634",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1932908746747064634",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo4OTk4Njg3NQ==",
                                  "rest_id": "89986875",
                                  "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 Nov 14 18:03:56 +0000 2009",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "- Hacking on new stuff for fun & learning! \n- Indie researcher 🧰  \n- doing standup comedy and stuff 🎤 \n- interests: CyberSec / ML / Program Synth",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "yadkonrad.com",
                                            "expanded_url": "https://yadkonrad.com/",
                                            "url": "https://t.co/KuyRjdfTnp",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 29538,
                                    "followers_count": 1716,
                                    "friends_count": 631,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 168,
                                    "location": "nyc",
                                    "media_count": 1607,
                                    "name": "Yad",
                                    "normal_followers_count": 1716,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/89986875/1498582863",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1884039528052129792/i1wRT7ev_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "YadKonrad",
                                    "statuses_count": 5302,
                                    "translator_type": "none",
                                    "url": "https://t.co/KuyRjdfTnp",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1469392989663473668",
                                    "professional_type": "Creator",
                                    "category": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1932908746747064634"
                              ],
                              "editable_until_msecs": "1749679931000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "92",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Wed Jun 11 21:12:11 +0000 2025",
                              "conversation_id_str": "1932892226620633475",
                              "display_text_range": [
                                10,
                                64
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "2990517455",
                                    "name": "Alex Chen",
                                    "screen_name": "ipruning",
                                    "indices": [
                                      0,
                                      9
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@ipruning 🙌Writing Docs, making some Live Modal lab examples : )",
                              "in_reply_to_screen_name": "ipruning",
                              "in_reply_to_status_id_str": "1932905301042511886",
                              "in_reply_to_user_id_str": "2990517455",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "89986875",
                              "id_str": "1932908746747064634"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1932908746747064634"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "cursor-showmorethreads-1953506836640432107",
              "sortIndex": "1953506836640432107",
              "content": {
                "entryType": "TimelineTimelineCursor",
                "__typename": "TimelineTimelineCursor",
                "value": "DAAFCgABGxxAHig__-kLAAIAAABQRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFVYTB3OGhYUnZBRGhyVEF6MDgxakdER3ROR3BKNGFVVkVhMHhKRG9ScXhPaHJUY0ZTMlZwRmsIAAMAAAAHAAA",
                "cursorType": "ShowMoreThreads",
                "displayTreatment": {
                  "actionText": "Show probable spam"
                }
              }
            }
          ]
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Top"
        }
      ],
      "metadata": {
        "scribeConfig": {
          "page": "ranked_replies"
        }
      }
    }
  }
}