@PawelHuryn
AI Evals are the most important skill for AI PMs. But there are many misconceptions. A complete guide on AI Evals: 🧵 https://t.co/H7xOGPzzUH
🐦 Twitter Post Details
Viewing enriched Twitter post
📊 Media Metadata
{
"media": [
{
"type": "image",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1916447279105401291/media_0.jpg?",
"filename": "media_0.jpg"
}
],
"nlp": {
"sentiment": "positive",
"topics": [
"AI Evals",
"AI PMs",
"misconceptions"
],
"entities": [],
"summary": "The tweet emphasizes the significance of AI Evals for AI PMs while addressing misconceptions and linking to a complete guide.",
"language": "en",
"processed_at": "2025-08-07T12:28:13.698157"
}
}🔧 Raw API Response
{
"data": {
"threaded_conversation_with_injections_v2": {
"instructions": [
{
"type": "TimelineClearCache"
},
{
"type": "TimelineAddEntries",
"entries": [
{
"entryId": "tweet-1916447279105401291",
"sortIndex": "1953523577680560128",
"content": {
"entryType": "TimelineTimelineItem",
"__typename": "TimelineTimelineItem",
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447279105401291",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447279105401291"
],
"editable_until_msecs": "1745755211000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "74569",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 990,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:11 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
118
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/H7xOGPzzUH",
"expanded_url": "https://x.com/PawelHuryn/status/1916447279105401291/photo/1",
"id_str": "1916439033233776640",
"indices": [
119,
142
],
"media_key": "3_1916439033233776640",
"media_url_https": "https://pbs.twimg.com/media/GpiPJaGXoAAlveI.jpg",
"type": "photo",
"url": "https://t.co/H7xOGPzzUH",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
},
"medium": {
"faces": [
{
"x": 653,
"y": 397,
"h": 101,
"w": 101
},
{
"x": 505,
"y": 393,
"h": 119,
"w": 119
},
{
"x": 966,
"y": 44,
"h": 142,
"w": 142
},
{
"x": 378,
"y": 105,
"h": 133,
"w": 133
},
{
"x": 806,
"y": 316,
"h": 196,
"w": 196
},
{
"x": 729,
"y": 45,
"h": 245,
"w": 245
}
]
},
"small": {
"faces": [
{
"x": 370,
"y": 225,
"h": 57,
"w": 57
},
{
"x": 286,
"y": 222,
"h": 67,
"w": 67
},
{
"x": 547,
"y": 25,
"h": 80,
"w": 80
},
{
"x": 214,
"y": 59,
"h": 75,
"w": 75
},
{
"x": 457,
"y": 179,
"h": 111,
"w": 111
},
{
"x": 413,
"y": 25,
"h": 139,
"w": 139
}
]
},
"orig": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
}
},
"sizes": {
"large": {
"h": 813,
"w": 1267,
"resize": "fit"
},
"medium": {
"h": 770,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 436,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 813,
"width": 1267,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1267,
"h": 710
},
{
"x": 0,
"y": 0,
"w": 813,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 713,
"h": 813
},
{
"x": 18,
"y": 0,
"w": 407,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 1267,
"h": 813
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916439033233776640"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/H7xOGPzzUH",
"expanded_url": "https://x.com/PawelHuryn/status/1916447279105401291/photo/1",
"id_str": "1916439033233776640",
"indices": [
119,
142
],
"media_key": "3_1916439033233776640",
"media_url_https": "https://pbs.twimg.com/media/GpiPJaGXoAAlveI.jpg",
"type": "photo",
"url": "https://t.co/H7xOGPzzUH",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
},
"medium": {
"faces": [
{
"x": 653,
"y": 397,
"h": 101,
"w": 101
},
{
"x": 505,
"y": 393,
"h": 119,
"w": 119
},
{
"x": 966,
"y": 44,
"h": 142,
"w": 142
},
{
"x": 378,
"y": 105,
"h": 133,
"w": 133
},
{
"x": 806,
"y": 316,
"h": 196,
"w": 196
},
{
"x": 729,
"y": 45,
"h": 245,
"w": 245
}
]
},
"small": {
"faces": [
{
"x": 370,
"y": 225,
"h": 57,
"w": 57
},
{
"x": 286,
"y": 222,
"h": 67,
"w": 67
},
{
"x": 547,
"y": 25,
"h": 80,
"w": 80
},
{
"x": 214,
"y": 59,
"h": 75,
"w": 75
},
{
"x": 457,
"y": 179,
"h": 111,
"w": 111
},
{
"x": 413,
"y": 25,
"h": 139,
"w": 139
}
]
},
"orig": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
}
},
"sizes": {
"large": {
"h": 813,
"w": 1267,
"resize": "fit"
},
"medium": {
"h": 770,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 436,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 813,
"width": 1267,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1267,
"h": 710
},
{
"x": 0,
"y": 0,
"w": 813,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 713,
"h": 813
},
{
"x": 18,
"y": 0,
"w": 407,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 1267,
"h": 813
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916439033233776640"
}
}
}
]
},
"favorite_count": 396,
"favorited": false,
"full_text": "AI Evals are the most important skill for AI PMs.\n\nBut there are many misconceptions.\n\nA complete guide on AI Evals: 🧵 https://t.co/H7xOGPzzUH",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 5,
"reply_count": 8,
"retweet_count": 42,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447279105401291"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet"
}
}
},
{
"entryId": "conversationthread-1916447282666299627",
"sortIndex": "1953523577680560118",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447282666299627",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447282666299627",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447282666299627"
],
"editable_until_msecs": "1745755212000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "3235",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 36,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:12 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
180
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/M2gQVTP6TZ",
"expanded_url": "https://x.com/PawelHuryn/status/1916447282666299627/photo/1",
"ext_alt_text": "Teams who succeed with AI barely talk about tools at all. \nInstead, they obsess over measurement and iteration.",
"id_str": "1916439833016193024",
"indices": [
181,
204
],
"media_key": "3_1916439833016193024",
"media_url_https": "https://pbs.twimg.com/media/GpiP39hW0AA3dEW.jpg",
"type": "photo",
"url": "https://t.co/M2gQVTP6TZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 424,
"y": 299,
"h": 66,
"w": 66
},
{
"x": 294,
"y": 554,
"h": 84,
"w": 84
},
{
"x": 405,
"y": 310,
"h": 221,
"w": 221
}
]
},
"medium": {
"faces": [
{
"x": 424,
"y": 299,
"h": 66,
"w": 66
},
{
"x": 294,
"y": 554,
"h": 84,
"w": 84
},
{
"x": 405,
"y": 310,
"h": 221,
"w": 221
}
]
},
"small": {
"faces": [
{
"x": 281,
"y": 198,
"h": 43,
"w": 43
},
{
"x": 195,
"y": 367,
"h": 55,
"w": 55
},
{
"x": 268,
"y": 205,
"h": 146,
"w": 146
}
]
},
"orig": {
"faces": [
{
"x": 424,
"y": 299,
"h": 66,
"w": 66
},
{
"x": 294,
"y": 554,
"h": 84,
"w": 84
},
{
"x": 405,
"y": 310,
"h": 221,
"w": 221
}
]
}
},
"sizes": {
"large": {
"h": 715,
"w": 1024,
"resize": "fit"
},
"medium": {
"h": 715,
"w": 1024,
"resize": "fit"
},
"small": {
"h": 475,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 715,
"width": 1024,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1024,
"h": 573
},
{
"x": 155,
"y": 0,
"w": 715,
"h": 715
},
{
"x": 199,
"y": 0,
"w": 627,
"h": 715
},
{
"x": 333,
"y": 0,
"w": 358,
"h": 715
},
{
"x": 0,
"y": 0,
"w": 1024,
"h": 715
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916439833016193024"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "825766640",
"name": "Hamel Husain",
"screen_name": "HamelHusain",
"indices": [
47,
59
]
}
]
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/M2gQVTP6TZ",
"expanded_url": "https://x.com/PawelHuryn/status/1916447282666299627/photo/1",
"ext_alt_text": "Teams who succeed with AI barely talk about tools at all. \nInstead, they obsess over measurement and iteration.",
"id_str": "1916439833016193024",
"indices": [
181,
204
],
"media_key": "3_1916439833016193024",
"media_url_https": "https://pbs.twimg.com/media/GpiP39hW0AA3dEW.jpg",
"type": "photo",
"url": "https://t.co/M2gQVTP6TZ",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 424,
"y": 299,
"h": 66,
"w": 66
},
{
"x": 294,
"y": 554,
"h": 84,
"w": 84
},
{
"x": 405,
"y": 310,
"h": 221,
"w": 221
}
]
},
"medium": {
"faces": [
{
"x": 424,
"y": 299,
"h": 66,
"w": 66
},
{
"x": 294,
"y": 554,
"h": 84,
"w": 84
},
{
"x": 405,
"y": 310,
"h": 221,
"w": 221
}
]
},
"small": {
"faces": [
{
"x": 281,
"y": 198,
"h": 43,
"w": 43
},
{
"x": 195,
"y": 367,
"h": 55,
"w": 55
},
{
"x": 268,
"y": 205,
"h": 146,
"w": 146
}
]
},
"orig": {
"faces": [
{
"x": 424,
"y": 299,
"h": 66,
"w": 66
},
{
"x": 294,
"y": 554,
"h": 84,
"w": 84
},
{
"x": 405,
"y": 310,
"h": 221,
"w": 221
}
]
}
},
"sizes": {
"large": {
"h": 715,
"w": 1024,
"resize": "fit"
},
"medium": {
"h": 715,
"w": 1024,
"resize": "fit"
},
"small": {
"h": 475,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 715,
"width": 1024,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1024,
"h": 573
},
{
"x": 155,
"y": 0,
"w": 715,
"h": 715
},
{
"x": 199,
"y": 0,
"w": 627,
"h": 715
},
{
"x": 333,
"y": 0,
"w": 358,
"h": 715
},
{
"x": 0,
"y": 0,
"w": 1024,
"h": 715
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916439833016193024"
}
}
}
]
},
"favorite_count": 19,
"favorited": false,
"full_text": "After helping 30+ companies build AI products, @HamelHusain discovered that teams who succeed barely talk about tools at all. \n\nInstead, they obsess over measurement and iteration. https://t.co/M2gQVTP6TZ",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 2,
"retweet_count": 1,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447282666299627"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447285749105051",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447285749105051",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447285749105051"
],
"editable_until_msecs": "1745755213000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "3000",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 15,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:13 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
153
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/dDGxaNPKeL",
"expanded_url": "https://x.com/PawelHuryn/status/1916447285749105051/photo/1",
"ext_alt_text": "Three levels of evaluation to consider",
"id_str": "1916440427244191744",
"indices": [
154,
177
],
"media_key": "3_1916440427244191744",
"media_url_https": "https://pbs.twimg.com/media/GpiQajMWgAAhB-U.jpg",
"type": "photo",
"url": "https://t.co/dDGxaNPKeL",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 394,
"w": 928,
"resize": "fit"
},
"medium": {
"h": 394,
"w": 928,
"resize": "fit"
},
"small": {
"h": 289,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 394,
"width": 928,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 704,
"h": 394
},
{
"x": 0,
"y": 0,
"w": 394,
"h": 394
},
{
"x": 0,
"y": 0,
"w": 346,
"h": 394
},
{
"x": 64,
"y": 0,
"w": 197,
"h": 394
},
{
"x": 0,
"y": 0,
"w": 928,
"h": 394
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916440427244191744"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/dDGxaNPKeL",
"expanded_url": "https://x.com/PawelHuryn/status/1916447285749105051/photo/1",
"ext_alt_text": "Three levels of evaluation to consider",
"id_str": "1916440427244191744",
"indices": [
154,
177
],
"media_key": "3_1916440427244191744",
"media_url_https": "https://pbs.twimg.com/media/GpiQajMWgAAhB-U.jpg",
"type": "photo",
"url": "https://t.co/dDGxaNPKeL",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 394,
"w": 928,
"resize": "fit"
},
"medium": {
"h": 394,
"w": 928,
"resize": "fit"
},
"small": {
"h": 289,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 394,
"width": 928,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 704,
"h": 394
},
{
"x": 0,
"y": 0,
"w": 394,
"h": 394
},
{
"x": 0,
"y": 0,
"w": 346,
"h": 394
},
{
"x": 64,
"y": 0,
"w": 197,
"h": 394
},
{
"x": 0,
"y": 0,
"w": 928,
"h": 394
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916440427244191744"
}
}
}
]
},
"favorite_count": 8,
"favorited": false,
"full_text": "## There are three levels of evaluation to consider:\n\n- Level 1: Unit Tests\n- Level 2: Model & Human Eval (includes debugging)\n- Level 3: A/B testing https://t.co/dDGxaNPKeL",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447282666299627",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 2,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447285749105051"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447293156270315",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447293156270315",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447293156270315"
],
"editable_until_msecs": "1745755215000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2637",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 4,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:15 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
196
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/6vDenH2Dxi",
"expanded_url": "https://x.com/PawelHuryn/status/1916447293156270315/photo/1",
"id_str": "1916440778982776832",
"indices": [
197,
220
],
"media_key": "3_1916440778982776832",
"media_url_https": "https://pbs.twimg.com/media/GpiQvBhXYAAMus9.jpg",
"type": "photo",
"url": "https://t.co/6vDenH2Dxi",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 349,
"w": 1081,
"resize": "fit"
},
"medium": {
"h": 349,
"w": 1081,
"resize": "fit"
},
"small": {
"h": 220,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 349,
"width": 1081,
"focus_rects": [
{
"x": 229,
"y": 0,
"w": 623,
"h": 349
},
{
"x": 366,
"y": 0,
"w": 349,
"h": 349
},
{
"x": 387,
"y": 0,
"w": 306,
"h": 349
},
{
"x": 453,
"y": 0,
"w": 175,
"h": 349
},
{
"x": 0,
"y": 0,
"w": 1081,
"h": 349
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916440778982776832"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/6vDenH2Dxi",
"expanded_url": "https://x.com/PawelHuryn/status/1916447293156270315/photo/1",
"id_str": "1916440778982776832",
"indices": [
197,
220
],
"media_key": "3_1916440778982776832",
"media_url_https": "https://pbs.twimg.com/media/GpiQvBhXYAAMus9.jpg",
"type": "photo",
"url": "https://t.co/6vDenH2Dxi",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 349,
"w": 1081,
"resize": "fit"
},
"medium": {
"h": 349,
"w": 1081,
"resize": "fit"
},
"small": {
"h": 220,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 349,
"width": 1081,
"focus_rects": [
{
"x": 229,
"y": 0,
"w": 623,
"h": 349
},
{
"x": 366,
"y": 0,
"w": 349,
"h": 349
},
{
"x": 387,
"y": 0,
"w": 306,
"h": 349
},
{
"x": 453,
"y": 0,
"w": 175,
"h": 349
},
{
"x": 0,
"y": 0,
"w": 1081,
"h": 349
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916440778982776832"
}
}
}
]
},
"favorite_count": 5,
"favorited": false,
"full_text": "### Level 1: Unit Tests\n\nUnit tests for LLMs are assertions. Unlike typical unit tests, you want to organize these assertions for use in places beyond unit tests\n\nThe first step is to create them. https://t.co/6vDenH2Dxi",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447285749105051",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447293156270315"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447299254812953",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447299254812953",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447299254812953"
],
"editable_until_msecs": "1745755216000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2382",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 6,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:16 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
120
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/3iS5S7sWZq",
"expanded_url": "https://x.com/PawelHuryn/status/1916447299254812953/photo/1",
"id_str": "1916441132981956608",
"indices": [
121,
144
],
"media_key": "3_1916441132981956608",
"media_url_https": "https://pbs.twimg.com/media/GpiRDoRWMAAXm4j.png",
"type": "photo",
"url": "https://t.co/3iS5S7sWZq",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 357,
"w": 784,
"resize": "fit"
},
"medium": {
"h": 357,
"w": 784,
"resize": "fit"
},
"small": {
"h": 310,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 357,
"width": 784,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 638,
"h": 357
},
{
"x": 0,
"y": 0,
"w": 357,
"h": 357
},
{
"x": 0,
"y": 0,
"w": 313,
"h": 357
},
{
"x": 8,
"y": 0,
"w": 179,
"h": 357
},
{
"x": 0,
"y": 0,
"w": 784,
"h": 357
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916441132981956608"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/3iS5S7sWZq",
"expanded_url": "https://x.com/PawelHuryn/status/1916447299254812953/photo/1",
"id_str": "1916441132981956608",
"indices": [
121,
144
],
"media_key": "3_1916441132981956608",
"media_url_https": "https://pbs.twimg.com/media/GpiRDoRWMAAXm4j.png",
"type": "photo",
"url": "https://t.co/3iS5S7sWZq",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 357,
"w": 784,
"resize": "fit"
},
"medium": {
"h": 357,
"w": 784,
"resize": "fit"
},
"small": {
"h": 310,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 357,
"width": 784,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 638,
"h": 357
},
{
"x": 0,
"y": 0,
"w": 357,
"h": 357
},
{
"x": 0,
"y": 0,
"w": 313,
"h": 357
},
{
"x": 8,
"y": 0,
"w": 179,
"h": 357
},
{
"x": 0,
"y": 0,
"w": 784,
"h": 357
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916441132981956608"
}
}
}
]
},
"favorite_count": 7,
"favorited": false,
"full_text": "Then, prepare test cases or inputs that will trigger all scenarios you wish to test.\n\nYou can leverage LLM, for example: https://t.co/3iS5S7sWZq",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447293156270315",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 2,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447299254812953"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447304438992898",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447304438992898",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447304438992898"
],
"editable_until_msecs": "1745755217000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2130",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 2,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:17 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
252
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 3,
"favorited": false,
"full_text": "Constantly update these tests. Make these as challenging as possible while representing users’ interactions with the system.\n\nTip: You should not aim for a 100% pass rate. Your pass rate is a product decision. \n\nIn fact, a 100% pass rate is a red flag.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447299254812953",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447304438992898"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447309644079354",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447309644079354",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447309644079354"
],
"editable_until_msecs": "1745755219000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2035",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 6,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:19 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
217
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/QToMTZnN1H",
"expanded_url": "https://x.com/PawelHuryn/status/1916447309644079354/photo/1",
"id_str": "1916441796189523968",
"indices": [
218,
241
],
"media_key": "3_1916441796189523968",
"media_url_https": "https://pbs.twimg.com/media/GpiRqO6WkAAc75n.jpg",
"type": "photo",
"url": "https://t.co/QToMTZnN1H",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 644,
"w": 924,
"resize": "fit"
},
"medium": {
"h": 644,
"w": 924,
"resize": "fit"
},
"small": {
"h": 474,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 644,
"width": 924,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 924,
"h": 517
},
{
"x": 0,
"y": 0,
"w": 644,
"h": 644
},
{
"x": 0,
"y": 0,
"w": 565,
"h": 644
},
{
"x": 0,
"y": 0,
"w": 322,
"h": 644
},
{
"x": 0,
"y": 0,
"w": 924,
"h": 644
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916441796189523968"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/QToMTZnN1H",
"expanded_url": "https://x.com/PawelHuryn/status/1916447309644079354/photo/1",
"id_str": "1916441796189523968",
"indices": [
218,
241
],
"media_key": "3_1916441796189523968",
"media_url_https": "https://pbs.twimg.com/media/GpiRqO6WkAAc75n.jpg",
"type": "photo",
"url": "https://t.co/QToMTZnN1H",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 644,
"w": 924,
"resize": "fit"
},
"medium": {
"h": 644,
"w": 924,
"resize": "fit"
},
"small": {
"h": 474,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 644,
"width": 924,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 924,
"h": 517
},
{
"x": 0,
"y": 0,
"w": 644,
"h": 644
},
{
"x": 0,
"y": 0,
"w": 565,
"h": 644
},
{
"x": 0,
"y": 0,
"w": 322,
"h": 644
},
{
"x": 0,
"y": 0,
"w": 924,
"h": 644
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916441796189523968"
}
}
}
]
},
"favorite_count": 8,
"favorited": false,
"full_text": "Finally, run & track your tests regularly. \n\nStart simple and leveraging your existing analytics system to visualize your test results.\n\nFor example, Rechat uses Metabase to track their LLM test results over time: https://t.co/QToMTZnN1H",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447304438992898",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447309644079354"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447315377742001",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447315377742001",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447315377742001"
],
"editable_until_msecs": "1745755220000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1738",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:20 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
234
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/le678N5yeS",
"expanded_url": "https://x.com/PawelHuryn/status/1916447315377742001/photo/1",
"id_str": "1916442152806006784",
"indices": [
235,
258
],
"media_key": "3_1916442152806006784",
"media_url_https": "https://pbs.twimg.com/media/GpiR-_aWQAAOfgS.jpg",
"type": "photo",
"url": "https://t.co/le678N5yeS",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 1164,
"w": 1456,
"resize": "fit"
},
"medium": {
"h": 959,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 544,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1164,
"width": 1456,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1456,
"h": 815
},
{
"x": 36,
"y": 0,
"w": 1164,
"h": 1164
},
{
"x": 108,
"y": 0,
"w": 1021,
"h": 1164
},
{
"x": 327,
"y": 0,
"w": 582,
"h": 1164
},
{
"x": 0,
"y": 0,
"w": 1456,
"h": 1164
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916442152806006784"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/le678N5yeS",
"expanded_url": "https://x.com/PawelHuryn/status/1916447315377742001/photo/1",
"id_str": "1916442152806006784",
"indices": [
235,
258
],
"media_key": "3_1916442152806006784",
"media_url_https": "https://pbs.twimg.com/media/GpiR-_aWQAAOfgS.jpg",
"type": "photo",
"url": "https://t.co/le678N5yeS",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 1164,
"w": 1456,
"resize": "fit"
},
"medium": {
"h": 959,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 544,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1164,
"width": 1456,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1456,
"h": 815
},
{
"x": 36,
"y": 0,
"w": 1164,
"h": 1164
},
{
"x": 108,
"y": 0,
"w": 1021,
"h": 1164
},
{
"x": 327,
"y": 0,
"w": 582,
"h": 1164
},
{
"x": 0,
"y": 0,
"w": 1456,
"h": 1164
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916442152806006784"
}
}
}
]
},
"favorite_count": 4,
"favorited": false,
"full_text": "### Level 2: Model & Human Eval\n\nA prerequisite to performing human and model-based eval is to log your traces.\n\nFor example, LangChain automatically logs trace events to LangSmith. An interactive playground to iterate on prompts: https://t.co/le678N5yeS",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447309644079354",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447315377742001"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447324144107603",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447324144107603",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447324144107603"
],
"editable_until_msecs": "1745755222000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1491",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 5,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:22 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
272
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/00kvNGHuL5",
"expanded_url": "https://x.com/PawelHuryn/status/1916447324144107603/photo/1",
"id_str": "1916442935890935809",
"indices": [
273,
296
],
"media_key": "3_1916442935890935809",
"media_url_https": "https://pbs.twimg.com/media/GpiSskoWAAECyYv.jpg",
"type": "photo",
"url": "https://t.co/00kvNGHuL5",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 1317,
"w": 1456,
"resize": "fit"
},
"medium": {
"h": 1085,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 615,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1317,
"width": 1456,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1456,
"h": 815
},
{
"x": 0,
"y": 0,
"w": 1317,
"h": 1317
},
{
"x": 0,
"y": 0,
"w": 1155,
"h": 1317
},
{
"x": 0,
"y": 0,
"w": 659,
"h": 1317
},
{
"x": 0,
"y": 0,
"w": 1456,
"h": 1317
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916442935890935809"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/00kvNGHuL5",
"expanded_url": "https://x.com/PawelHuryn/status/1916447324144107603/photo/1",
"id_str": "1916442935890935809",
"indices": [
273,
296
],
"media_key": "3_1916442935890935809",
"media_url_https": "https://pbs.twimg.com/media/GpiSskoWAAECyYv.jpg",
"type": "photo",
"url": "https://t.co/00kvNGHuL5",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 1317,
"w": 1456,
"resize": "fit"
},
"medium": {
"h": 1085,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 615,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1317,
"width": 1456,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1456,
"h": 815
},
{
"x": 0,
"y": 0,
"w": 1317,
"h": 1317
},
{
"x": 0,
"y": 0,
"w": 1155,
"h": 1317
},
{
"x": 0,
"y": 0,
"w": 659,
"h": 1317
},
{
"x": 0,
"y": 0,
"w": 1456,
"h": 1317
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916442935890935809"
}
}
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "It's critical to remove all friction from looking at data. \n\nThis means rendering your traces in domain-specific ways, for example:\n- Tool (feature) & scenario evaluated\n- Synthetic input vs. real user input\n\nOften, the best solution is building a simple, custom tool: https://t.co/00kvNGHuL5",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447315377742001",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447324144107603"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447334767951919",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447334767951919",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447334767951919"
],
"editable_until_msecs": "1745755225000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1319",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 2,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:25 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
276
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/2r5qVOWnQw",
"expanded_url": "https://x.com/PawelHuryn/status/1916447334767951919/photo/1",
"id_str": "1916443532807512064",
"indices": [
277,
300
],
"media_key": "3_1916443532807512064",
"media_url_https": "https://pbs.twimg.com/media/GpiTPUUWIAAjRM1.png",
"type": "photo",
"url": "https://t.co/2r5qVOWnQw",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 681,
"w": 1025,
"resize": "fit"
},
"medium": {
"h": 681,
"w": 1025,
"resize": "fit"
},
"small": {
"h": 452,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 681,
"width": 1025,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1025,
"h": 574
},
{
"x": 0,
"y": 0,
"w": 681,
"h": 681
},
{
"x": 0,
"y": 0,
"w": 597,
"h": 681
},
{
"x": 0,
"y": 0,
"w": 341,
"h": 681
},
{
"x": 0,
"y": 0,
"w": 1025,
"h": 681
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916443532807512064"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/2r5qVOWnQw",
"expanded_url": "https://x.com/PawelHuryn/status/1916447334767951919/photo/1",
"id_str": "1916443532807512064",
"indices": [
277,
300
],
"media_key": "3_1916443532807512064",
"media_url_https": "https://pbs.twimg.com/media/GpiTPUUWIAAjRM1.png",
"type": "photo",
"url": "https://t.co/2r5qVOWnQw",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 681,
"w": 1025,
"resize": "fit"
},
"medium": {
"h": 681,
"w": 1025,
"resize": "fit"
},
"small": {
"h": 452,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 681,
"width": 1025,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1025,
"h": 574
},
{
"x": 0,
"y": 0,
"w": 681,
"h": 681
},
{
"x": 0,
"y": 0,
"w": 597,
"h": 681
},
{
"x": 0,
"y": 0,
"w": 341,
"h": 681
},
{
"x": 0,
"y": 0,
"w": 1025,
"h": 681
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916443532807512064"
}
}
}
]
},
"favorite_count": 3,
"favorited": false,
"full_text": "The same tool can be used for labeling.\n\nIt's often a good idea to start by labeling examples as good or bad. Assigning scores or more granular ratings is more difficult to manage than binary ratings.\n\nYou should track the correlation between model-based and human evaluation. https://t.co/2r5qVOWnQw",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447324144107603",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447334767951919"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447343815143833",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447343815143833",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447343815143833"
],
"editable_until_msecs": "1745755227000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1191",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:27 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
103
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/z8l1mHZVIm",
"expanded_url": "https://x.com/PawelHuryn/status/1916447343815143833/photo/1",
"id_str": "1916443920935833600",
"indices": [
104,
127
],
"media_key": "3_1916443920935833600",
"media_url_https": "https://pbs.twimg.com/media/GpiTl6NWUAAgLzp.jpg",
"type": "photo",
"url": "https://t.co/z8l1mHZVIm",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 636,
"w": 1105,
"resize": "fit"
},
"medium": {
"h": 636,
"w": 1105,
"resize": "fit"
},
"small": {
"h": 391,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 636,
"width": 1105,
"focus_rects": [
{
"x": 0,
"y": 17,
"w": 1105,
"h": 619
},
{
"x": 317,
"y": 0,
"w": 636,
"h": 636
},
{
"x": 356,
"y": 0,
"w": 558,
"h": 636
},
{
"x": 476,
"y": 0,
"w": 318,
"h": 636
},
{
"x": 0,
"y": 0,
"w": 1105,
"h": 636
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916443920935833600"
}
}
},
{
"display_url": "pic.x.com/z8l1mHZVIm",
"expanded_url": "https://x.com/PawelHuryn/status/1916447343815143833/photo/1",
"id_str": "1916443959779381248",
"indices": [
104,
127
],
"media_key": "3_1916443959779381248",
"media_url_https": "https://pbs.twimg.com/media/GpiToK6X0AA3N3Z.png",
"type": "photo",
"url": "https://t.co/z8l1mHZVIm",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 226,
"w": 361,
"resize": "fit"
},
"medium": {
"h": 226,
"w": 361,
"resize": "fit"
},
"small": {
"h": 226,
"w": 361,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 226,
"width": 361,
"focus_rects": [
{
"x": 0,
"y": 24,
"w": 361,
"h": 202
},
{
"x": 135,
"y": 0,
"w": 226,
"h": 226
},
{
"x": 163,
"y": 0,
"w": 198,
"h": 226
},
{
"x": 248,
"y": 0,
"w": 113,
"h": 226
},
{
"x": 0,
"y": 0,
"w": 361,
"h": 226
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916443959779381248"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/z8l1mHZVIm",
"expanded_url": "https://x.com/PawelHuryn/status/1916447343815143833/photo/1",
"id_str": "1916443920935833600",
"indices": [
104,
127
],
"media_key": "3_1916443920935833600",
"media_url_https": "https://pbs.twimg.com/media/GpiTl6NWUAAgLzp.jpg",
"type": "photo",
"url": "https://t.co/z8l1mHZVIm",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 636,
"w": 1105,
"resize": "fit"
},
"medium": {
"h": 636,
"w": 1105,
"resize": "fit"
},
"small": {
"h": 391,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 636,
"width": 1105,
"focus_rects": [
{
"x": 0,
"y": 17,
"w": 1105,
"h": 619
},
{
"x": 317,
"y": 0,
"w": 636,
"h": 636
},
{
"x": 356,
"y": 0,
"w": 558,
"h": 636
},
{
"x": 476,
"y": 0,
"w": 318,
"h": 636
},
{
"x": 0,
"y": 0,
"w": 1105,
"h": 636
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916443920935833600"
}
}
},
{
"display_url": "pic.x.com/z8l1mHZVIm",
"expanded_url": "https://x.com/PawelHuryn/status/1916447343815143833/photo/1",
"id_str": "1916443959779381248",
"indices": [
104,
127
],
"media_key": "3_1916443959779381248",
"media_url_https": "https://pbs.twimg.com/media/GpiToK6X0AA3N3Z.png",
"type": "photo",
"url": "https://t.co/z8l1mHZVIm",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 226,
"w": 361,
"resize": "fit"
},
"medium": {
"h": 226,
"w": 361,
"resize": "fit"
},
"small": {
"h": 226,
"w": 361,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 226,
"width": 361,
"focus_rects": [
{
"x": 0,
"y": 24,
"w": 361,
"h": 202
},
{
"x": 135,
"y": 0,
"w": 226,
"h": 226
},
{
"x": 163,
"y": 0,
"w": 198,
"h": 226
},
{
"x": 248,
"y": 0,
"w": 113,
"h": 226
},
{
"x": 0,
"y": 0,
"w": 361,
"h": 226
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916443959779381248"
}
}
}
]
},
"favorite_count": 2,
"favorited": false,
"full_text": "But you can also use low-tech solutions like Excel to iterate on aligning model-based eval with humans. https://t.co/z8l1mHZVIm",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447334767951919",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447343815143833"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447352283402681",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447352283402681",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447352283402681"
],
"editable_until_msecs": "1745755229000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1090",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:29 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
233
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 2,
"favorited": false,
"full_text": "### Level 3: A/B Testing\n\nA/B testing for LLMs compared to other types of products isn’t too different.\n\nIt’s okay to put this stage off until you are sufficiently convinced that your AI product is suitable for showing to real users.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447343815143833",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447352283402681"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447360323907857",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447360323907857",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447360323907857"
],
"editable_until_msecs": "1745755231000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1025",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:31 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
131
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 2,
"favorited": false,
"full_text": "## AI Eval Metrics: Bottom-Up vs. Top-Down\n\nWhen identifying error types, you can take either a “top-down” or “bottom-up” approach.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447352283402681",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447360323907857"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447367923962150",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447367923962150",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447367923962150"
],
"editable_until_msecs": "1745755233000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "985",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:33 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
249
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 2,
"favorited": false,
"full_text": "The top-down approach starts with common metrics like \"hallucination\" or \"toxicity.\" While convenient, it often misses domain-specific issues.\n\nThe more effective bottom-up approach forces you to look at actual data and let metrics naturally emerge.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447360323907857",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447367923962150"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447377151426937",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447377151426937",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447377151426937"
],
"editable_until_msecs": "1745755235000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "915",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:35 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
152
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/774g3mROCg",
"expanded_url": "https://x.com/PawelHuryn/status/1916447377151426937/photo/1",
"id_str": "1916444964331925504",
"indices": [
153,
176
],
"media_key": "3_1916444964331925504",
"media_url_https": "https://pbs.twimg.com/media/GpiUipKXMAAbq_N.png",
"type": "photo",
"url": "https://t.co/774g3mROCg",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 506,
"w": 743,
"resize": "fit"
},
"medium": {
"h": 506,
"w": 743,
"resize": "fit"
},
"small": {
"h": 463,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 506,
"width": 743,
"focus_rects": [
{
"x": 0,
"y": 33,
"w": 743,
"h": 416
},
{
"x": 0,
"y": 0,
"w": 506,
"h": 506
},
{
"x": 0,
"y": 0,
"w": 444,
"h": 506
},
{
"x": 41,
"y": 0,
"w": 253,
"h": 506
},
{
"x": 0,
"y": 0,
"w": 743,
"h": 506
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916444964331925504"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/774g3mROCg",
"expanded_url": "https://x.com/PawelHuryn/status/1916447377151426937/photo/1",
"id_str": "1916444964331925504",
"indices": [
153,
176
],
"media_key": "3_1916444964331925504",
"media_url_https": "https://pbs.twimg.com/media/GpiUipKXMAAbq_N.png",
"type": "photo",
"url": "https://t.co/774g3mROCg",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 506,
"w": 743,
"resize": "fit"
},
"medium": {
"h": 506,
"w": 743,
"resize": "fit"
},
"small": {
"h": 463,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 506,
"width": 743,
"focus_rects": [
{
"x": 0,
"y": 33,
"w": 743,
"h": 416
},
{
"x": 0,
"y": 0,
"w": 506,
"h": 506
},
{
"x": 0,
"y": 0,
"w": 444,
"h": 506
},
{
"x": 41,
"y": 0,
"w": 253,
"h": 506
},
{
"x": 0,
"y": 0,
"w": 743,
"h": 506
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916444964331925504"
}
}
}
]
},
"favorite_count": 2,
"favorited": false,
"full_text": "## Three Free Superpowers Eval Systems Unlock\n\nEval systems unlock the ability to fine-tune and debug, which can take your AI product to the next level. https://t.co/774g3mROCg",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447367923962150",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447377151426937"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447385674252658",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447385674252658",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447385674252658"
],
"editable_until_msecs": "1745755237000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "804",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:37 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
154
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 2,
"favorited": false,
"full_text": "### Fine-Tuning\n\nFine-tuning is best for learning syntax, style, and rules, whereas techniques like RAG supply the model with context or up-to-date facts.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447377151426937",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447385674252658"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447395820327134",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447395820327134",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447395820327134"
],
"editable_until_msecs": "1745755239000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "762",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 2,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:39 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
222
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 4,
"favorited": false,
"full_text": "99% of the work involved with fine-tuning is preparing high-quality data that covers your AI product’s surface area. But if you have a solid evaluation system, you already have a robust data generation and curation engine.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447385674252658",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447395820327134"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447405668512000",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447405668512000",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447405668512000"
],
"editable_until_msecs": "1745755242000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "743",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 3,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:42 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
103
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/57txufX0dY",
"expanded_url": "https://x.com/PawelHuryn/status/1916447405668512000/photo/1",
"id_str": "1916445374295789568",
"indices": [
104,
127
],
"media_key": "3_1916445374295789568",
"media_url_https": "https://pbs.twimg.com/media/GpiU6gZXUAA8EDV.png",
"type": "photo",
"url": "https://t.co/57txufX0dY",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 335,
"w": 786,
"resize": "fit"
},
"medium": {
"h": 335,
"w": 786,
"resize": "fit"
},
"small": {
"h": 290,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 335,
"width": 786,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 598,
"h": 335
},
{
"x": 0,
"y": 0,
"w": 335,
"h": 335
},
{
"x": 0,
"y": 0,
"w": 294,
"h": 335
},
{
"x": 14,
"y": 0,
"w": 168,
"h": 335
},
{
"x": 0,
"y": 0,
"w": 786,
"h": 335
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916445374295789568"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/57txufX0dY",
"expanded_url": "https://x.com/PawelHuryn/status/1916447405668512000/photo/1",
"id_str": "1916445374295789568",
"indices": [
104,
127
],
"media_key": "3_1916445374295789568",
"media_url_https": "https://pbs.twimg.com/media/GpiU6gZXUAA8EDV.png",
"type": "photo",
"url": "https://t.co/57txufX0dY",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 335,
"w": 786,
"resize": "fit"
},
"medium": {
"h": 335,
"w": 786,
"resize": "fit"
},
"small": {
"h": 290,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 335,
"width": 786,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 598,
"h": 335
},
{
"x": 0,
"y": 0,
"w": 335,
"h": 335
},
{
"x": 0,
"y": 0,
"w": 294,
"h": 335
},
{
"x": 14,
"y": 0,
"w": 168,
"h": 335
},
{
"x": 0,
"y": 0,
"w": 786,
"h": 335
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916445374295789568"
}
}
}
]
},
"favorite_count": 2,
"favorited": false,
"full_text": "### Data Synthesis & Curation\n\nYou can use LLMs to generate synthetic data with a prompt like this: https://t.co/57txufX0dY",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447395820327134",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447405668512000"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447413717340618",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447413717340618",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447413717340618"
],
"editable_until_msecs": "1745755243000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "683",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:43 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
269
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 1,
"favorited": false,
"full_text": "This is almost identical to the exercise for producing test cases! You can then use your Level 1 & Level 2 tests to filter out undesirable data that fails assertions.\n\nYou can also use your existing human evaluation tools to curate traces for a fine-tuning dataset.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447405668512000",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447413717340618"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447422932304101",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447422932304101",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447422932304101"
],
"editable_until_msecs": "1745755246000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "670",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:46 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
268
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 1,
"favorited": false,
"full_text": "### Debugging\n\nIf you have a robust evaluation system, you already have:\n\n- A database of traces\n- A set of mechanisms (assertions, tests, etc) that can help you flag errors or bad behaviors\n- Log searching & navigation tools\n- The ability to response to the error",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447413717340618",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447422932304101"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447430784024779",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447430784024779",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447430784024779"
],
"editable_until_msecs": "1745755248000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "616",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:48 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
119
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 1,
"favorited": false,
"full_text": "In short, there is an incredibly large overlap between the infrastructure needed for evaluation and that for debugging.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447422932304101",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447430784024779"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447440028192832",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447440028192832",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447440028192832"
],
"editable_until_msecs": "1745755250000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "617",
"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": "Tm90ZVR3ZWV0OjE5MTY0NDc0Mzk5MTQ5NjI5NDQ=",
"text": "## Conclusion\n\nEvaluation systems create a flywheel that allows you to iterate very quickly. \n\nKey takeways:\n\n- Remove ALL friction from looking at data.\n- Keep it simple. Don’t buy fancy LLM tools. Use what you have first.\n- You are doing it wrong if you aren’t looking at lots of data.",
"entity_set": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": []
},
"richtext": {
"richtext_tags": []
},
"media": {
"inline_media": []
}
}
}
},
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:50 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
279
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 3,
"favorited": false,
"full_text": "## Conclusion\n\nEvaluation systems create a flywheel that allows you to iterate very quickly. \n\nKey takeways:\n\n- Remove ALL friction from looking at data.\n- Keep it simple. Don’t buy fancy LLM tools. Use what you have first.\n- You are doing it wrong if you aren’t looking at lots…",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447430784024779",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447440028192832"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447447070494890",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447447070494890",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447447070494890"
],
"editable_until_msecs": "1745755251000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "573",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:51 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
272
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"favorite_count": 3,
"favorited": false,
"full_text": "- Don’t rely on generic evaluation frameworks to measure the quality of your AI. Instead, create an evaluation system specific to your problem.\n- Write lots of tests and frequently update them.\n- Binary decisions provide more clarity. Enhance them with detailed critiques.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447440028192832",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447447070494890"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447455119397267",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447455119397267",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"card": {
"rest_id": "https://t.co/7d2SP4Pjva",
"legacy": {
"binding_values": [
{
"key": "description",
"value": {
"string_value": "AI Evals are emerging as the top skill for AI PMs. Best practices from 30+ companies and ready-to-use AI Eval templates.",
"type": "STRING"
}
},
{
"key": "domain",
"value": {
"string_value": "www.productcompass.pm",
"type": "STRING"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "productcompass.pm",
"type": "STRING"
}
},
{
"key": "title",
"value": {
"string_value": "Mastering AI Evals: A Complete Guide for PMs",
"type": "STRING"
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/7d2SP4Pjva",
"type": "STRING"
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "Android",
"version": "12"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/7d2SP4Pjva",
"user_refs_results": []
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447455119397267"
],
"editable_until_msecs": "1745755253000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "911",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 6,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:53 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
117
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "productcompass.pm/p/ai-evals",
"expanded_url": "https://www.productcompass.pm/p/ai-evals",
"url": "https://t.co/7d2SP4Pjva",
"indices": [
76,
99
]
}
],
"user_mentions": [
{
"id_str": "825766640",
"name": "Hamel Husain",
"screen_name": "HamelHusain",
"indices": [
62,
74
]
}
]
},
"favorite_count": 3,
"favorited": false,
"full_text": "You can learn more from a FREE, detailed guide on AI Evals by @HamelHusain: https://t.co/7d2SP4Pjva\n\nHope that helps!",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447447070494890",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447455119397267"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916447464606904429",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447464606904429",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447464606904429"
],
"editable_until_msecs": "1745755256000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1322",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 4,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:56 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
237
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/7GJPvn01K5",
"expanded_url": "https://x.com/PawelHuryn/status/1916447464606904429/photo/1",
"id_str": "1916447191738064896",
"indices": [
238,
261
],
"media_key": "3_1916447191738064896",
"media_url_https": "https://pbs.twimg.com/media/GpiWkS5XoAAwJvg.jpg",
"type": "photo",
"url": "https://t.co/7GJPvn01K5",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 1128,
"y": 309,
"h": 145,
"w": 145
},
{
"x": 540,
"y": 288,
"h": 178,
"w": 178
},
{
"x": 1152,
"y": 229,
"h": 160,
"w": 160
}
]
},
"medium": {
"faces": [
{
"x": 881,
"y": 241,
"h": 113,
"w": 113
},
{
"x": 421,
"y": 225,
"h": 139,
"w": 139
},
{
"x": 900,
"y": 178,
"h": 125,
"w": 125
}
]
},
"small": {
"faces": [
{
"x": 499,
"y": 136,
"h": 64,
"w": 64
},
{
"x": 239,
"y": 127,
"h": 78,
"w": 78
},
{
"x": 510,
"y": 101,
"h": 70,
"w": 70
}
]
},
"orig": {
"faces": [
{
"x": 1128,
"y": 309,
"h": 145,
"w": 145
},
{
"x": 540,
"y": 288,
"h": 178,
"w": 178
},
{
"x": 1152,
"y": 229,
"h": 160,
"w": 160
}
]
}
},
"sizes": {
"large": {
"h": 863,
"w": 1536,
"resize": "fit"
},
"medium": {
"h": 674,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 382,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 863,
"width": 1536,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1536,
"h": 860
},
{
"x": 527,
"y": 0,
"w": 863,
"h": 863
},
{
"x": 580,
"y": 0,
"w": 757,
"h": 863
},
{
"x": 742,
"y": 0,
"w": 432,
"h": 863
},
{
"x": 0,
"y": 0,
"w": 1536,
"h": 863
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916447191738064896"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "bit.ly/pawell-pmhh",
"expanded_url": "https://bit.ly/pawell-pmhh",
"url": "https://t.co/yeTQUmzGKD",
"indices": [
185,
208
]
}
],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/7GJPvn01K5",
"expanded_url": "https://x.com/PawelHuryn/status/1916447464606904429/photo/1",
"id_str": "1916447191738064896",
"indices": [
238,
261
],
"media_key": "3_1916447191738064896",
"media_url_https": "https://pbs.twimg.com/media/GpiWkS5XoAAwJvg.jpg",
"type": "photo",
"url": "https://t.co/7GJPvn01K5",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 1128,
"y": 309,
"h": 145,
"w": 145
},
{
"x": 540,
"y": 288,
"h": 178,
"w": 178
},
{
"x": 1152,
"y": 229,
"h": 160,
"w": 160
}
]
},
"medium": {
"faces": [
{
"x": 881,
"y": 241,
"h": 113,
"w": 113
},
{
"x": 421,
"y": 225,
"h": 139,
"w": 139
},
{
"x": 900,
"y": 178,
"h": 125,
"w": 125
}
]
},
"small": {
"faces": [
{
"x": 499,
"y": 136,
"h": 64,
"w": 64
},
{
"x": 239,
"y": 127,
"h": 78,
"w": 78
},
{
"x": 510,
"y": 101,
"h": 70,
"w": 70
}
]
},
"orig": {
"faces": [
{
"x": 1128,
"y": 309,
"h": 145,
"w": 145
},
{
"x": 540,
"y": 288,
"h": 178,
"w": 178
},
{
"x": 1152,
"y": 229,
"h": 160,
"w": 160
}
]
}
},
"sizes": {
"large": {
"h": 863,
"w": 1536,
"resize": "fit"
},
"medium": {
"h": 674,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 382,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 863,
"width": 1536,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1536,
"h": 860
},
{
"x": 527,
"y": 0,
"w": 863,
"h": 863
},
{
"x": 580,
"y": 0,
"w": 757,
"h": 863
},
{
"x": 742,
"y": 0,
"w": 432,
"h": 863
},
{
"x": 0,
"y": 0,
"w": 1536,
"h": 863
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916447191738064896"
}
}
}
]
},
"favorite_count": 3,
"favorited": false,
"full_text": "P.S. Enjoy this?\n\nI recommend AI Evals For Engineers & PMs. It's the No. 1 AI cohort on Maven. The next session starts on May 19. \n\nI secured a $590+ discount if you use this link: https://t.co/yeTQUmzGKD\n\nI'll be participating, too! https://t.co/7GJPvn01K5",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447455119397267",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 2,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447464606904429"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916447282666299627-tweet-1916535948860404107",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916535948860404107",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916535948860404107"
],
"editable_until_msecs": "1745776352000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1157",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"quoted_status_result": {
"result": {
"__typename": "Tweet",
"rest_id": "1916447279105401291",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916447279105401291"
],
"editable_until_msecs": "1745755211000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "74569",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 990,
"bookmarked": false,
"created_at": "Sun Apr 27 11:00:11 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
118
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/H7xOGPzzUH",
"expanded_url": "https://x.com/PawelHuryn/status/1916447279105401291/photo/1",
"id_str": "1916439033233776640",
"indices": [
119,
142
],
"media_key": "3_1916439033233776640",
"media_url_https": "https://pbs.twimg.com/media/GpiPJaGXoAAlveI.jpg",
"type": "photo",
"url": "https://t.co/H7xOGPzzUH",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
},
"medium": {
"faces": [
{
"x": 653,
"y": 397,
"h": 101,
"w": 101
},
{
"x": 505,
"y": 393,
"h": 119,
"w": 119
},
{
"x": 966,
"y": 44,
"h": 142,
"w": 142
},
{
"x": 378,
"y": 105,
"h": 133,
"w": 133
},
{
"x": 806,
"y": 316,
"h": 196,
"w": 196
},
{
"x": 729,
"y": 45,
"h": 245,
"w": 245
}
]
},
"small": {
"faces": [
{
"x": 370,
"y": 225,
"h": 57,
"w": 57
},
{
"x": 286,
"y": 222,
"h": 67,
"w": 67
},
{
"x": 547,
"y": 25,
"h": 80,
"w": 80
},
{
"x": 214,
"y": 59,
"h": 75,
"w": 75
},
{
"x": 457,
"y": 179,
"h": 111,
"w": 111
},
{
"x": 413,
"y": 25,
"h": 139,
"w": 139
}
]
},
"orig": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
}
},
"sizes": {
"large": {
"h": 813,
"w": 1267,
"resize": "fit"
},
"medium": {
"h": 770,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 436,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 813,
"width": 1267,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1267,
"h": 710
},
{
"x": 0,
"y": 0,
"w": 813,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 713,
"h": 813
},
{
"x": 18,
"y": 0,
"w": 407,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 1267,
"h": 813
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916439033233776640"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/H7xOGPzzUH",
"expanded_url": "https://x.com/PawelHuryn/status/1916447279105401291/photo/1",
"id_str": "1916439033233776640",
"indices": [
119,
142
],
"media_key": "3_1916439033233776640",
"media_url_https": "https://pbs.twimg.com/media/GpiPJaGXoAAlveI.jpg",
"type": "photo",
"url": "https://t.co/H7xOGPzzUH",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
},
"medium": {
"faces": [
{
"x": 653,
"y": 397,
"h": 101,
"w": 101
},
{
"x": 505,
"y": 393,
"h": 119,
"w": 119
},
{
"x": 966,
"y": 44,
"h": 142,
"w": 142
},
{
"x": 378,
"y": 105,
"h": 133,
"w": 133
},
{
"x": 806,
"y": 316,
"h": 196,
"w": 196
},
{
"x": 729,
"y": 45,
"h": 245,
"w": 245
}
]
},
"small": {
"faces": [
{
"x": 370,
"y": 225,
"h": 57,
"w": 57
},
{
"x": 286,
"y": 222,
"h": 67,
"w": 67
},
{
"x": 547,
"y": 25,
"h": 80,
"w": 80
},
{
"x": 214,
"y": 59,
"h": 75,
"w": 75
},
{
"x": 457,
"y": 179,
"h": 111,
"w": 111
},
{
"x": 413,
"y": 25,
"h": 139,
"w": 139
}
]
},
"orig": {
"faces": [
{
"x": 690,
"y": 420,
"h": 107,
"w": 107
},
{
"x": 534,
"y": 415,
"h": 126,
"w": 126
},
{
"x": 1020,
"y": 47,
"h": 150,
"w": 150
},
{
"x": 400,
"y": 111,
"h": 141,
"w": 141
},
{
"x": 852,
"y": 334,
"h": 207,
"w": 207
},
{
"x": 770,
"y": 48,
"h": 259,
"w": 259
}
]
}
},
"sizes": {
"large": {
"h": 813,
"w": 1267,
"resize": "fit"
},
"medium": {
"h": 770,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 436,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 813,
"width": 1267,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1267,
"h": 710
},
{
"x": 0,
"y": 0,
"w": 813,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 713,
"h": 813
},
{
"x": 18,
"y": 0,
"w": 407,
"h": 813
},
{
"x": 0,
"y": 0,
"w": 1267,
"h": 813
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1916439033233776640"
}
}
}
]
},
"favorite_count": 396,
"favorited": false,
"full_text": "AI Evals are the most important skill for AI PMs.\n\nBut there are many misconceptions.\n\nA complete guide on AI Evals: 🧵 https://t.co/H7xOGPzzUH",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 5,
"reply_count": 8,
"retweet_count": 42,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916447279105401291"
}
}
},
"legacy": {
"bookmark_count": 3,
"bookmarked": false,
"created_at": "Sun Apr 27 16:52:32 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
0,
131
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "x.com/PawelHuryn/sta…",
"expanded_url": "https://x.com/PawelHuryn/status/1916447279105401291?t=f3URlw_6aIprK66YTen-Yg&s=19",
"url": "https://t.co/hCLRwhj7pp",
"indices": [
90,
113
]
}
],
"user_mentions": []
},
"favorite_count": 1,
"favorited": false,
"full_text": "Do you know someone who can benefit from the guide?\n\nShare the thred with your audience: \nhttps://t.co/hCLRwhj7pp\n\nI appreciate it!",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447464606904429",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": true,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"quoted_status_id_str": "1916447279105401291",
"quoted_status_permalink": {
"url": "https://t.co/hCLRwhj7pp",
"expanded": "https://x.com/PawelHuryn/status/1916447279105401291?t=f3URlw_6aIprK66YTen-Yg&s=19",
"display": "x.com/PawelHuryn/sta…"
},
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916535948860404107"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916535948860404107"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916547911954935887",
"sortIndex": "1953523577680560108",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916547911954935887-tweet-1916547911954935887",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916547911954935887",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo3NTMwMjc0NzMxOTM4NzM0MDg=",
"rest_id": "753027473193873408",
"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": "Wed Jul 13 00:45:15 +0000 2016",
"default_profile": true,
"default_profile_image": false,
"description": "AI Automation Explorer | Building reliable AI workflows for solopreneurs move faster than big companies | 8+ yrs Data Science",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "markus.short.gy/ExponentialCod…",
"expanded_url": "https://markus.short.gy/ExponentialCoding",
"url": "https://t.co/vCmSKbNTiC",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 9204,
"followers_count": 1650,
"friends_count": 221,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 45,
"location": "Leveraging AI for Coding →",
"media_count": 425,
"name": "Markus Odenthal",
"normal_followers_count": 1650,
"pinned_tweet_ids_str": [
"1897636319700087066"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/753027473193873408/1744461567",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1911036550277652480/U0jkGPQs_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "MarkusOdenthal",
"statuses_count": 7174,
"translator_type": "none",
"url": "https://t.co/vCmSKbNTiC",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916547911954935887"
],
"editable_until_msecs": "1745779204000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "800",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Sun Apr 27 17:40:04 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
25,
157
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
},
{
"id_str": "825766640",
"name": "Hamel Husain",
"screen_name": "HamelHusain",
"indices": [
12,
24
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@PawelHuryn @HamelHusain Wow thanks Pawel. This was really in-depth.\n\nAnd not only should every PM read this, but also every engineer that builds AI systems.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 1,
"retweeted": false,
"user_id_str": "753027473193873408",
"id_str": "1916547911954935887"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916547911954935887-tweet-1916616976509681979",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916616976509681979",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916616976509681979"
],
"editable_until_msecs": "1745795670000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "130",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 22:14:30 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
29,
30
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "753027473193873408",
"name": "Markus Odenthal",
"screen_name": "MarkusOdenthal",
"indices": [
0,
15
]
},
{
"id_str": "825766640",
"name": "Hamel Husain",
"screen_name": "HamelHusain",
"indices": [
16,
28
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@MarkusOdenthal @HamelHusain 🙏",
"in_reply_to_screen_name": "MarkusOdenthal",
"in_reply_to_status_id_str": "1916547911954935887",
"in_reply_to_user_id_str": "753027473193873408",
"is_quote_status": false,
"lang": "qme",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916616976509681979"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916616976509681979"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916800266906591642",
"sortIndex": "1953523577680560098",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916800266906591642-tweet-1916800266906591642",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916800266906591642",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyODQ2MzMx",
"rest_id": "2846331",
"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": "Thu Mar 29 14:56:46 +0000 2007",
"default_profile": false,
"default_profile_image": false,
"description": "Looking past the hype around AI tools to spot real challenges. Helping you rethink and reshape yourself and your organization. Weekly insights at https://t.co/UkpcJ9CbGy.",
"entities": {
"description": {
"urls": [
{
"display_url": "edgezine.com",
"expanded_url": "http://edgezine.com",
"url": "https://t.co/UkpcJ9CbGy",
"indices": [
146,
169
]
}
]
},
"url": {
"urls": [
{
"display_url": "edgezine.com",
"expanded_url": "https://edgezine.com",
"url": "https://t.co/in569I6zKu",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 324,
"followers_count": 681,
"friends_count": 13,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 22,
"location": "",
"media_count": 674,
"name": "Leeron Zhang",
"normal_followers_count": 681,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/2846331/1703390770",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1703342585992171520/SJjDsxHf_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "leeron",
"statuses_count": 2544,
"translator_type": "none",
"url": "https://t.co/in569I6zKu",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1706142575210725740",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916800266906591642"
],
"editable_until_msecs": "1745839370000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "71",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 10:22:50 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
12,
219
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
}
]
},
"favorite_count": 2,
"favorited": false,
"full_text": "@PawelHuryn Many PMs still don’t understand that it’s not just model makers who need to eval LLMs. Product managers working on LLM apps also need to run system or task evaluations to make sure their systems stay stable.",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "2846331",
"id_str": "1916800266906591642"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916800266906591642-tweet-1916870576758509900",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916870576758509900",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916870576758509900"
],
"editable_until_msecs": "1745856133000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "38",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 15:02:13 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
8,
22
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "2846331",
"name": "Leeron Zhang",
"screen_name": "leeron",
"indices": [
0,
7
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@leeron 100%. Love it!",
"in_reply_to_screen_name": "leeron",
"in_reply_to_status_id_str": "1916800266906591642",
"in_reply_to_user_id_str": "2846331",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916870576758509900"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916870576758509900"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916630951741759937",
"sortIndex": "1953523577680560088",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916630951741759937-tweet-1916630951741759937",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916630951741759937",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo0NTU4ODIwMg==",
"rest_id": "45588202",
"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": "Mon Jun 08 15:23:18 +0000 2009",
"default_profile": true,
"default_profile_image": false,
"description": "AI | Product | Tech SEO. I find, build, and share solutions. \n\nFounder @addtocartai - @aistudiolab. E-commerce x AI | SEO x AI",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "addtocart.ai",
"expanded_url": "http://addtocart.ai",
"url": "https://t.co/9slnyzI2el",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 182975,
"followers_count": 2791,
"friends_count": 7503,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 91,
"location": "",
"media_count": 1612,
"name": "D@RWIN",
"normal_followers_count": 2791,
"pinned_tweet_ids_str": [
"1908338387578159245"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/45588202/1457977541",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1846233145751785473/QMcdQi3D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "DarwinSantosNYC",
"statuses_count": 41012,
"translator_type": "none",
"url": "https://t.co/9slnyzI2el",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916630951741759937"
],
"editable_until_msecs": "1745799002000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "91",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Apr 27 23:10:02 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
12,
37
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@PawelHuryn Great thread and write up",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "45588202",
"id_str": "1916630951741759937"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916630951741759937-tweet-1916870244255101385",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916870244255101385",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916870244255101385"
],
"editable_until_msecs": "1745856054000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "25",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 15:00:54 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
17,
18
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "45588202",
"name": "D@RWIN",
"screen_name": "DarwinSantosNYC",
"indices": [
0,
16
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@DarwinSantosNYC 🙏",
"in_reply_to_screen_name": "DarwinSantosNYC",
"in_reply_to_status_id_str": "1916630951741759937",
"in_reply_to_user_id_str": "45588202",
"is_quote_status": false,
"lang": "qme",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916870244255101385"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916870244255101385"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916728303823577418",
"sortIndex": "1953523577680560078",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916728303823577418-tweet-1916728303823577418",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916728303823577418",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxODk3MTYyNDQzMTA3MDAwMzIw",
"rest_id": "1897162443107000320",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Wed Mar 05 05:49:22 +0000 2025",
"default_profile": true,
"default_profile_image": false,
"description": "Product Lead @ | Building For Fun | Focussed on Personal Growth",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 592,
"followers_count": 18,
"friends_count": 48,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 1,
"location": "San Francisco",
"media_count": 10,
"name": "Michael Pratt",
"normal_followers_count": 18,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1897162443107000320/1741192640",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1897162680504324096/mb_zq1-B_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "michaelpratt23",
"statuses_count": 72,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916728303823577418"
],
"editable_until_msecs": "1745822213000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "69",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 05:36:53 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
12,
24
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@PawelHuryn Great post 🙏",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1897162443107000320",
"id_str": "1916728303823577418"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916728303823577418-tweet-1916870305269617066",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916870305269617066",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDU5NzY3ODMwNjIzMTc4NzU1",
"rest_id": "1459767830623178755",
"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 Nov 14 06:19:25 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI & Product Management | Founder, Author @ The Product Compass Newsletter | Join 115,000+ PMs: https://t.co/WYKbT0gY7S",
"entities": {
"description": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "http://www.productcompass.pm",
"url": "https://t.co/WYKbT0gY7S",
"indices": [
96,
119
]
}
]
},
"url": {
"urls": [
{
"display_url": "productcompass.pm",
"expanded_url": "https://www.productcompass.pm/",
"url": "https://t.co/B9jpTdKDGa",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 2953,
"followers_count": 26913,
"friends_count": 308,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 638,
"location": "Newsletter: Join 110K+ PMs →",
"media_count": 1318,
"name": "Paweł Huryn",
"normal_followers_count": 26913,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1459767830623178755/1748026888",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1797200367500787712/zo1WQz0D_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PawelHuryn",
"statuses_count": 5539,
"translator_type": "none",
"url": "https://t.co/B9jpTdKDGa",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1463608734136123403",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916870305269617066"
],
"editable_until_msecs": "1745856069000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "32",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 15:01:09 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
16,
32
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1897162443107000320",
"name": "Michael Pratt",
"screen_name": "michaelpratt23",
"indices": [
0,
15
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@michaelpratt23 Thanks, Michael!",
"in_reply_to_screen_name": "michaelpratt23",
"in_reply_to_status_id_str": "1916728303823577418",
"in_reply_to_user_id_str": "1897162443107000320",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1459767830623178755",
"id_str": "1916870305269617066"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916870305269617066"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916649494185173067",
"sortIndex": "1953523577680560068",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916649494185173067-tweet-1916649494185173067",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916649494185173067",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNTY3ODgyMjgwNTAwMTc0ODUw",
"rest_id": "1567882280500174850",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Thu Sep 08 14:27:35 +0000 2022",
"default_profile": true,
"default_profile_image": false,
"description": "Building @ https://t.co/mUxy0JG9iG | Authoring https://t.co/evSH7oeZ18 | Ex Google- Built Google Search's first reasoning agents",
"entities": {
"description": {
"urls": [
{
"display_url": "withpi.ai",
"expanded_url": "http://withpi.ai",
"url": "https://t.co/mUxy0JG9iG",
"indices": [
11,
34
]
},
{
"display_url": "handlechaos.withpi.ai",
"expanded_url": "http://handlechaos.withpi.ai",
"url": "https://t.co/evSH7oeZ18",
"indices": [
47,
70
]
}
]
},
"url": {
"urls": [
{
"display_url": "withpi.ai",
"expanded_url": "http://withpi.ai",
"url": "https://t.co/mUxy0JG9iG",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 45,
"followers_count": 395,
"friends_count": 2902,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 2,
"location": "New York",
"media_count": 11,
"name": "Dhruv Nayar",
"normal_followers_count": 395,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1913260821448175616/bwQJm5Rz_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "dhruv_nayar",
"statuses_count": 140,
"translator_type": "none",
"url": "https://t.co/mUxy0JG9iG",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1915872260302446967",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"card": {
"rest_id": "https://t.co/vKgVo7ZZ5x",
"legacy": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 147,
"width": 280,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=280x150"
},
"type": "IMAGE"
}
},
{
"key": "description",
"value": {
"string_value": "Create a scorer that suits your needs",
"type": "STRING"
}
},
{
"key": "domain",
"value": {
"string_value": "withpi.ai",
"type": "STRING"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 315,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=600x600"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 76,
"width": 144,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=144x144"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_alt_text",
"value": {
"string_value": "Pi Labs",
"type": "STRING"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "withpi.ai",
"type": "STRING"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_alt_text",
"value": {
"string_value": "Pi Labs",
"type": "STRING"
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 98.46
},
{
"rgb": {
"blue": 132,
"green": 126,
"red": 127
},
"percentage": 1.28
},
{
"rgb": {
"blue": 53,
"green": 42,
"red": 45
},
"percentage": 0.4
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "title",
"value": {
"string_value": "Pi Labs - Scoring that evolves with your AI",
"type": "STRING"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 98.46
},
{
"rgb": {
"blue": 132,
"green": 126,
"red": 127
},
"percentage": 1.28
},
{
"rgb": {
"blue": 53,
"green": 42,
"red": 45
},
"percentage": 0.4
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 98.46
},
{
"rgb": {
"blue": 132,
"green": 126,
"red": 127
},
"percentage": 1.28
},
{
"rgb": {
"blue": 53,
"green": 42,
"red": 45
},
"percentage": 0.4
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/vKgVo7ZZ5x",
"type": "STRING"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"alt": "Pi Labs",
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951555632978599936/l8lAQtN1?format=png&name=orig"
},
"type": "IMAGE"
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "Android",
"version": "12"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/vKgVo7ZZ5x",
"user_refs_results": []
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916649494185173067"
],
"editable_until_msecs": "1745803423000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "97",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Mon Apr 28 00:23:43 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
12,
288
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "build.withpi.ai",
"expanded_url": "http://build.withpi.ai",
"url": "https://t.co/vKgVo7ZZ5x",
"indices": [
265,
288
]
}
],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@PawelHuryn Awesome post! How have you seen the best teams think about what they want to measure when they evaluate, and ensure it’s aligned with user taste? This was the hardest part of the problem for us at google, and exactly what we’re trying to make easier at https://t.co/vKgVo7ZZ5x",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1567882280500174850",
"id_str": "1916649494185173067"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916649494185173067"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916917877229367669",
"sortIndex": "1953523577680560058",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916917877229367669-tweet-1916917877229367669",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916917877229367669",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo0MDM3MzkwNjA=",
"rest_id": "403739060",
"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": "Wed Nov 02 22:54:46 +0000 2011",
"default_profile": false,
"default_profile_image": false,
"description": "Software engineer by trade, hacker at heart\n\n🚀 Building https://t.co/bMCc35ojGg - a private AI powered journalling app\n\npendar747.sol",
"entities": {
"description": {
"urls": [
{
"display_url": "journallm.app",
"expanded_url": "http://journallm.app",
"url": "https://t.co/bMCc35ojGg",
"indices": [
56,
79
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 4254,
"followers_count": 103,
"friends_count": 104,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 2,
"location": "Off the chain",
"media_count": 253,
"name": "Pendar",
"normal_followers_count": 103,
"pinned_tweet_ids_str": [
"1932577029020660186"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/403739060/1733518813",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1864661580341817344/aURPbbeb_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "pendar747",
"statuses_count": 2299,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916917877229367669"
],
"editable_until_msecs": "1745867411000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "13",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 18:10:11 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
12,
121
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@PawelHuryn How are these evals automated? Or is someone manually QAing it in the examples that you have experience with?",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "403739060",
"id_str": "1916917877229367669"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916917877229367669"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1916704947951038759",
"sortIndex": "1953523577680560048",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1916704947951038759-tweet-1916704947951038759",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1916704947951038759",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNDIyMjUwMDY0MTgxNzk2ODcw",
"rest_id": "1422250064181796870",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": false,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Mon Aug 02 17:37:02 +0000 2021",
"default_profile": true,
"default_profile_image": false,
"description": "AI / ML Infra @Snap | In SF - DMs Open",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 0,
"followers_count": 0,
"friends_count": 0,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 0,
"location": "San Francisco, CA",
"media_count": 2,
"name": "Akshat Jain",
"normal_followers_count": 0,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1741677715747393536/yP_PBOeq_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "Akshat_Jain2002",
"statuses_count": 479,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1916704947951038759"
],
"editable_until_msecs": "1745816644000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "66",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Mon Apr 28 04:04:04 +0000 2025",
"conversation_id_str": "1916447279105401291",
"display_text_range": [
12,
36
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1459767830623178755",
"name": "Paweł Huryn",
"screen_name": "PawelHuryn",
"indices": [
0,
11
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@PawelHuryn Vibes are the best evals",
"in_reply_to_screen_name": "PawelHuryn",
"in_reply_to_status_id_str": "1916447279105401291",
"in_reply_to_user_id_str": "1459767830623178755",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1422250064181796870",
"id_str": "1916704947951038759"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1916704947951038759"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "cursor-bottom-1953523577680560047",
"sortIndex": "1953523577680560047",
"content": {
"entryType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAAFCgABGxxPV_v__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",
"cursorType": "Bottom"
}
}
]
},
{
"type": "TimelineTerminateTimeline",
"direction": "Top"
}
],
"metadata": {
"reader_mode_config": {
"is_reader_mode_available": true
},
"scribeConfig": {
"page": "ranked_replies"
}
}
}
}
}