🐦 Twitter Post Details

Viewing enriched Twitter post

@ivanleomk

One of the biggest changes to my eval process has been just error analysis. It’s helped to surface solutions to problems I face everyday in my work and @HamelHusain and @sh_reya Planning to take the third iteration, highly recommend. sign up here : https://t.co/zWwvI3H7BR

Media 1

📊 Media Metadata

{
  "media": [
    {
      "type": "photo",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1959279146795991464/media_0.jpg?",
      "filename": "media_0.jpg"
    }
  ],
  "processed_at": "2025-08-29T21:43:08.270421",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "1959279146795991464",
  "url": "https://x.com/ivanleomk/status/1959279146795991464",
  "twitterUrl": "https://twitter.com/ivanleomk/status/1959279146795991464",
  "text": "One of the biggest changes to my eval process has been just error analysis. \n\nIt’s helped to surface solutions to problems I face everyday in my work and @HamelHusain and @sh_reya \n\nPlanning to take the third iteration, highly recommend. sign up here : https://t.co/zWwvI3H7BR",
  "source": "Twitter for iPhone",
  "retweetCount": 1,
  "replyCount": 0,
  "likeCount": 13,
  "quoteCount": 0,
  "viewCount": 753,
  "createdAt": "Sat Aug 23 15:38:44 +0000 2025",
  "lang": "en",
  "bookmarkCount": 4,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1959279146795991464",
  "displayTextRange": [
    0,
    276
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "ivanleomk",
    "url": "https://x.com/ivanleomk",
    "twitterUrl": "https://twitter.com/ivanleomk",
    "id": "267160799",
    "name": "Ivan Leo",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1838778744468836353/utYfioiO_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/267160799/1716692627",
    "description": "",
    "location": "Singapore",
    "followers": 4097,
    "following": 1295,
    "status": "",
    "canDm": true,
    "canMediaTag": false,
    "createdAt": "Wed Mar 16 12:43:36 +0000 2011",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 4323,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 1047,
    "statusesCount": 6032,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1875777259346509940"
    ],
    "profile_bio": {
      "description": "i work on agents at manus and write at https://t.co/02byZNKMa8.",
      "entities": {
        "description": {
          "urls": [
            {
              "display_url": "ivanleo.com",
              "expanded_url": "http://ivanleo.com",
              "indices": [
                39,
                62
              ],
              "url": "https://t.co/02byZNKMa8"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "ivanleo.com",
              "expanded_url": "http://ivanleo.com",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/02byZNKMa8"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {},
  "card": {
    "binding_values": [
      {
        "key": "photo_image_full_size_large",
        "value": {
          "image_value": {
            "height": 419,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=800x419",
            "width": 800
          }
        }
      },
      {
        "key": "thumbnail_image",
        "value": {
          "image_value": {
            "height": 147,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=280x150",
            "width": 280
          }
        }
      },
      {
        "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."
        }
      },
      {
        "key": "domain",
        "value": {
          "string_value": "maven.com"
        }
      },
      {
        "key": "thumbnail_image_large",
        "value": {
          "image_value": {
            "height": 314,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=600x600",
            "width": 600
          }
        }
      },
      {
        "key": "summary_photo_image_small",
        "value": {
          "image_value": {
            "height": 202,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=386x202",
            "width": 386
          }
        }
      },
      {
        "key": "thumbnail_image_original",
        "value": {
          "image_value": {
            "height": 804,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=orig",
            "width": 1536
          }
        }
      },
      {
        "key": "photo_image_full_size_small",
        "value": {
          "image_value": {
            "height": 202,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=386x202",
            "width": 386
          }
        }
      },
      {
        "key": "summary_photo_image_large",
        "value": {
          "image_value": {
            "height": 419,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=800x419",
            "width": 800
          }
        }
      },
      {
        "key": "thumbnail_image_small",
        "value": {
          "image_value": {
            "height": 75,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=144x144",
            "width": 144
          }
        }
      },
      {
        "key": "thumbnail_image_x_large",
        "value": {
          "image_value": {
            "height": 804,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=png&name=2048x2048_2_exp",
            "width": 1536
          }
        }
      },
      {
        "key": "photo_image_full_size_original",
        "value": {
          "image_value": {
            "height": 804,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=orig",
            "width": 1536
          }
        }
      },
      {
        "key": "vanity_url",
        "value": {
          "scribe_key": "vanity_url",
          "string_value": "maven.com"
        }
      },
      {
        "key": "photo_image_full_size",
        "value": {
          "image_value": {
            "height": 314,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=600x314",
            "width": 600
          }
        }
      },
      {
        "key": "thumbnail_image_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 55.06,
                "rgb": {
                  "blue": 22,
                  "green": 22,
                  "red": 21
                }
              },
              {
                "percentage": 14.88,
                "rgb": {
                  "blue": 201,
                  "green": 201,
                  "red": 201
                }
              },
              {
                "percentage": 7.04,
                "rgb": {
                  "blue": 98,
                  "green": 104,
                  "red": 33
                }
              },
              {
                "percentage": 4.43,
                "rgb": {
                  "blue": 52,
                  "green": 61,
                  "red": 84
                }
              },
              {
                "percentage": 1.41,
                "rgb": {
                  "blue": 151,
                  "green": 184,
                  "red": 228
                }
              }
            ]
          }
        }
      },
      {
        "key": "title",
        "value": {
          "string_value": "AI Evals For Engineers & PMs by Hamel Husain and Shreya Shankar on Maven"
        }
      },
      {
        "key": "summary_photo_image_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 55.06,
                "rgb": {
                  "blue": 22,
                  "green": 22,
                  "red": 21
                }
              },
              {
                "percentage": 14.88,
                "rgb": {
                  "blue": 201,
                  "green": 201,
                  "red": 201
                }
              },
              {
                "percentage": 7.04,
                "rgb": {
                  "blue": 98,
                  "green": 104,
                  "red": 33
                }
              },
              {
                "percentage": 4.43,
                "rgb": {
                  "blue": 52,
                  "green": 61,
                  "red": 84
                }
              },
              {
                "percentage": 1.41,
                "rgb": {
                  "blue": 151,
                  "green": 184,
                  "red": 228
                }
              }
            ]
          }
        }
      },
      {
        "key": "summary_photo_image_x_large",
        "value": {
          "image_value": {
            "height": 804,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=png&name=2048x2048_2_exp",
            "width": 1536
          }
        }
      },
      {
        "key": "summary_photo_image",
        "value": {
          "image_value": {
            "height": 314,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=600x314",
            "width": 600
          }
        }
      },
      {
        "key": "photo_image_full_size_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 55.06,
                "rgb": {
                  "blue": 22,
                  "green": 22,
                  "red": 21
                }
              },
              {
                "percentage": 14.88,
                "rgb": {
                  "blue": 201,
                  "green": 201,
                  "red": 201
                }
              },
              {
                "percentage": 7.04,
                "rgb": {
                  "blue": 98,
                  "green": 104,
                  "red": 33
                }
              },
              {
                "percentage": 4.43,
                "rgb": {
                  "blue": 52,
                  "green": 61,
                  "red": 84
                }
              },
              {
                "percentage": 1.41,
                "rgb": {
                  "blue": 151,
                  "green": 184,
                  "red": 228
                }
              }
            ]
          }
        }
      },
      {
        "key": "photo_image_full_size_x_large",
        "value": {
          "image_value": {
            "height": 804,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=png&name=2048x2048_2_exp",
            "width": 1536
          }
        }
      },
      {
        "key": "card_url",
        "value": {
          "scribe_key": "card_url",
          "string_value": "https://t.co/zWwvI3H7BR"
        }
      },
      {
        "key": "summary_photo_image_original",
        "value": {
          "image_value": {
            "height": 804,
            "url": "https://pbs.twimg.com/card_img/1957637410281439233/xSdayRJe?format=jpg&name=orig",
            "width": 1536
          }
        }
      }
    ],
    "card_platform": {
      "platform": {
        "audience": {
          "name": "production"
        },
        "device": {
          "name": "iPhone",
          "version": "13"
        }
      }
    },
    "name": "summary_large_image",
    "url": "https://t.co/zWwvI3H7BR"
  },
  "place": {},
  "entities": {
    "urls": [
      {
        "display_url": "maven.com/parlance-labs/…",
        "expanded_url": "https://maven.com/parlance-labs/evals",
        "indices": [
          253,
          276
        ],
        "url": "https://t.co/zWwvI3H7BR"
      }
    ],
    "user_mentions": [
      {
        "id_str": "825766640",
        "indices": [
          154,
          166
        ],
        "name": "Hamel Husain",
        "screen_name": "HamelHusain"
      },
      {
        "id_str": "2286218053",
        "indices": [
          171,
          179
        ],
        "name": "Shreya Shankar",
        "screen_name": "sh_reya"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}