@ivanleomk
Walked through @thorstenball's how to build an agent and reproduced it in ts with @AmpCode Next step, read and edits using line numbers + bash commands perhaps https://t.co/Cf5aRFdnsi
🐦 Twitter Post Details
Viewing enriched Twitter post
📊 Media Metadata
{
"media": [
{
"type": "video",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1945325380040319377/media_0.mp4?",
"filename": "media_0.mp4"
}
],
"nlp": {
"sentiment": "positive",
"topics": [
"building an agent",
"TypeScript",
"bash commands"
],
"entities": [
"thorstenball",
"AmpCode"
],
"summary": "The user successfully followed a guide to build an agent in TypeScript and plans to enhance it with line numbers and bash commands.",
"language": "en",
"processed_at": "2025-08-07T09:03:56.692749"
}
}🔧 Raw API Response
{
"data": {
"threaded_conversation_with_injections_v2": {
"instructions": [
{
"type": "TimelineClearCache"
},
{
"type": "TimelineAddEntries",
"entries": [
{
"entryId": "tweet-1945325380040319377",
"sortIndex": "1953472163767910400",
"content": {
"entryType": "TimelineTimelineItem",
"__typename": "TimelineTimelineItem",
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945325380040319377",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNjcxNjA3OTk=",
"rest_id": "267160799",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Wed Mar 16 12:43:36 +0000 2011",
"default_profile": false,
"default_profile_image": false,
"description": "i work on agents at manus and write at https://t.co/02byZNKMa8.",
"entities": {
"description": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
39,
62
]
}
]
},
"url": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 4116,
"followers_count": 4059,
"friends_count": 1268,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 78,
"location": "Singapore",
"media_count": 1033,
"name": "Ivan Leo",
"normal_followers_count": 4059,
"pinned_tweet_ids_str": [
"1875777259346509940"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/267160799/1716692627",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1838778744468836353/utYfioiO_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "ivanleomk",
"statuses_count": 5930,
"translator_type": "none",
"url": "https://t.co/02byZNKMa8",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1524186444708794368",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945325380040319377"
],
"editable_until_msecs": "1752640287000",
"is_edit_eligible": true,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1578",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 9,
"bookmarked": false,
"created_at": "Wed Jul 16 03:31:27 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
0,
161
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/Cf5aRFdnsi",
"expanded_url": "https://x.com/ivanleomk/status/1945325380040319377/video/1",
"id_str": "1945325304274124800",
"indices": [
162,
185
],
"media_key": "13_1945325304274124800",
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1945325304274124800/img/qMGk9aVy99f48CZb.jpg",
"type": "video",
"url": "https://t.co/Cf5aRFdnsi",
"additional_media_info": {
"monetizable": false
},
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 720,
"w": 1276,
"resize": "fit"
},
"medium": {
"h": 677,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 384,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 720,
"width": 1276,
"focus_rects": []
},
"video_info": {
"aspect_ratio": [
319,
180
],
"duration_millis": 38900,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/pl/CXYlV0TRdrDqM6QO.m3u8?tag=14"
},
{
"bitrate": 288000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/vid/avc1/478x270/JC0Yo5ABKlNXTv3M.mp4?tag=14"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/vid/avc1/638x360/wLG4PB7Qh2ribTSL.mp4?tag=14"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/vid/avc1/1276x720/Ocf3A8Z3ENq-3jUm.mp4?tag=14"
}
]
},
"media_results": {
"result": {
"media_key": "13_1945325304274124800"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
15,
28
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
82,
90
]
}
]
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/Cf5aRFdnsi",
"expanded_url": "https://x.com/ivanleomk/status/1945325380040319377/video/1",
"id_str": "1945325304274124800",
"indices": [
162,
185
],
"media_key": "13_1945325304274124800",
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1945325304274124800/img/qMGk9aVy99f48CZb.jpg",
"type": "video",
"url": "https://t.co/Cf5aRFdnsi",
"additional_media_info": {
"monetizable": false
},
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 720,
"w": 1276,
"resize": "fit"
},
"medium": {
"h": 677,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 384,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 720,
"width": 1276,
"focus_rects": []
},
"video_info": {
"aspect_ratio": [
319,
180
],
"duration_millis": 38900,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/pl/CXYlV0TRdrDqM6QO.m3u8?tag=14"
},
{
"bitrate": 288000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/vid/avc1/478x270/JC0Yo5ABKlNXTv3M.mp4?tag=14"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/vid/avc1/638x360/wLG4PB7Qh2ribTSL.mp4?tag=14"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945325304274124800/vid/avc1/1276x720/Ocf3A8Z3ENq-3jUm.mp4?tag=14"
}
]
},
"media_results": {
"result": {
"media_key": "13_1945325304274124800"
}
}
}
]
},
"favorite_count": 25,
"favorited": false,
"full_text": "Walked through @thorstenball's how to build an agent and reproduced it in ts with @AmpCode \n\nNext step, read and edits using line numbers + bash commands perhaps https://t.co/Cf5aRFdnsi",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 4,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "267160799",
"id_str": "1945325380040319377"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet"
}
}
},
{
"entryId": "conversationthread-1945332708747698680",
"sortIndex": "1953472163767910390",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1945332708747698680-tweet-1945332708747698680",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945332708747698680",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo0MjgzOTk2Mjkz",
"rest_id": "4283996293",
"affiliates_highlighted_label": {
"label": {
"url": {
"url": "https://twitter.com/Sourcegraph",
"urlType": "DeepLink"
},
"badge": {
"url": "https://pbs.twimg.com/profile_images/1885750906899079169/p98Ru-Pl_bigger.jpg"
},
"description": "Sourcegraph",
"userLabelType": "BusinessLabel",
"userLabelDisplayType": "Badge"
}
},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Wed Nov 18 23:52:02 +0000 2015",
"default_profile": true,
"default_profile_image": false,
"description": "@sourcegraph & @ampcode team | I once wrote a book about Bitcoin | ex @payscale & @smartsheet",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "a.co/d/bMkIN22",
"expanded_url": "https://a.co/d/bMkIN22",
"url": "https://t.co/TFJ3AfR8jK",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 46212,
"followers_count": 840,
"friends_count": 503,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 7,
"location": "Seattle, WA",
"media_count": 2747,
"name": "Jonathan Raney",
"normal_followers_count": 840,
"pinned_tweet_ids_str": [
"1949856975979704559"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/4283996293/1725487761",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1902847998067146752/TwkFPR9E_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "jonny_raney",
"statuses_count": 12857,
"translator_type": "none",
"url": "https://t.co/TFJ3AfR8jK",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {
"is_enabled": true
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945332708747698680"
],
"editable_until_msecs": "1752642034000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "84",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Wed Jul 16 04:00:34 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
34,
110
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "267160799",
"name": "Ivan Leo",
"screen_name": "ivanleomk",
"indices": [
0,
10
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
11,
24
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
25,
33
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@ivanleomk @thorstenball @AmpCode Love it! What’s the end goal with the agent? Any specific projects or tasks?",
"in_reply_to_screen_name": "ivanleomk",
"in_reply_to_status_id_str": "1945325380040319377",
"in_reply_to_user_id_str": "267160799",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "4283996293",
"id_str": "1945332708747698680"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945332708747698680-tweet-1945342576502169754",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945342576502169754",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNjcxNjA3OTk=",
"rest_id": "267160799",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Wed Mar 16 12:43:36 +0000 2011",
"default_profile": false,
"default_profile_image": false,
"description": "i work on agents at manus and write at https://t.co/02byZNKMa8.",
"entities": {
"description": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
39,
62
]
}
]
},
"url": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 4116,
"followers_count": 4059,
"friends_count": 1268,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 78,
"location": "Singapore",
"media_count": 1033,
"name": "Ivan Leo",
"normal_followers_count": 4059,
"pinned_tweet_ids_str": [
"1875777259346509940"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/267160799/1716692627",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1838778744468836353/utYfioiO_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "ivanleomk",
"statuses_count": 5930,
"translator_type": "none",
"url": "https://t.co/02byZNKMa8",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1524186444708794368",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945342576502169754"
],
"editable_until_msecs": "1752644387000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "68",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Wed Jul 16 04:39:47 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
36,
165
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "4283996293",
"name": "Jonathan Raney",
"screen_name": "jonny_raney",
"indices": [
0,
12
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
13,
26
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
27,
35
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@jonny_raney @thorstenball @AmpCode Just tinkering around with some stuff! I'd like to try building some form of subagent that can search through my Notion workspace",
"in_reply_to_screen_name": "jonny_raney",
"in_reply_to_status_id_str": "1945332708747698680",
"in_reply_to_user_id_str": "4283996293",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "267160799",
"id_str": "1945342576502169754"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945332708747698680-cursor-showmore-2091187505",
"item": {
"itemContent": {
"itemType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAABCwABAAAAMEVtUEM2d0FBQUFRL2dHSk4wdkdwL0FBQUFBSWEvejdFTnRyZ21oci9OY3F5MnVINAgAAgAAAAYKAAMa_zXKstrh-A8ABAoAAAACGv81yrLa4fga_z7ENtrgmgAA",
"cursorType": "ShowMore",
"displayTreatment": {
"actionText": "Show replies"
}
},
"clientEventInfo": {
"component": "cursor",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1945344345466659003"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945378020761456674",
"sortIndex": "1953472163767910380",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1945378020761456674-tweet-1945378020761456674",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945378020761456674",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo3ODUwMzQ5NjAxMTc4NTgzMDQ=",
"rest_id": "785034960117858304",
"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 Oct 09 08:31:34 +0000 2016",
"default_profile": true,
"default_profile_image": false,
"description": "building @plainsupport by day, side projects by night.\n\nworking on:\n - https://t.co/DwRBXGEKdA\n - https://t.co/jf0yA7RYZf",
"entities": {
"description": {
"urls": [
{
"display_url": "tinyurl.com/ai-eng-with-go",
"expanded_url": "https://tinyurl.com/ai-eng-with-go",
"url": "https://t.co/DwRBXGEKdA",
"indices": [
71,
94
]
},
{
"display_url": "vibegest.com",
"expanded_url": "http://vibegest.com",
"url": "https://t.co/jf0yA7RYZf",
"indices": [
98,
121
]
}
]
},
"url": {
"urls": [
{
"display_url": "pmihaylov.com",
"expanded_url": "https://pmihaylov.com",
"url": "https://t.co/iA02tiiqWI",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 3223,
"followers_count": 654,
"friends_count": 430,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 16,
"location": "",
"media_count": 278,
"name": "Pres Mihaylov",
"normal_followers_count": 654,
"pinned_tweet_ids_str": [
"1952270412101943761"
],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1920893614743322624/yxRe2AfA_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PreslavMihaylov",
"statuses_count": 2721,
"translator_type": "none",
"url": "https://t.co/iA02tiiqWI",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1479470427328163840",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true,
"bitcoin_handle": "bc1q0a2hpt76ml04pgvtggc5ledc94kp2294t8z02j"
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945378020761456674"
],
"editable_until_msecs": "1752652838000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "92",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"quoted_status_result": {
"result": {
"__typename": "Tweet",
"rest_id": "1945377819573223702",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo3ODUwMzQ5NjAxMTc4NTgzMDQ=",
"rest_id": "785034960117858304",
"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 Oct 09 08:31:34 +0000 2016",
"default_profile": true,
"default_profile_image": false,
"description": "building @plainsupport by day, side projects by night.\n\nworking on:\n - https://t.co/DwRBXGEKdA\n - https://t.co/jf0yA7RYZf",
"entities": {
"description": {
"urls": [
{
"display_url": "tinyurl.com/ai-eng-with-go",
"expanded_url": "https://tinyurl.com/ai-eng-with-go",
"url": "https://t.co/DwRBXGEKdA",
"indices": [
71,
94
]
},
{
"display_url": "vibegest.com",
"expanded_url": "http://vibegest.com",
"url": "https://t.co/jf0yA7RYZf",
"indices": [
98,
121
]
}
]
},
"url": {
"urls": [
{
"display_url": "pmihaylov.com",
"expanded_url": "https://pmihaylov.com",
"url": "https://t.co/iA02tiiqWI",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 3223,
"followers_count": 654,
"friends_count": 430,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 16,
"location": "",
"media_count": 278,
"name": "Pres Mihaylov",
"normal_followers_count": 654,
"pinned_tweet_ids_str": [
"1952270412101943761"
],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1920893614743322624/yxRe2AfA_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "PreslavMihaylov",
"statuses_count": 2721,
"translator_type": "none",
"url": "https://t.co/iA02tiiqWI",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1479470427328163840",
"professional_type": "Creator",
"category": []
},
"tipjar_settings": {
"is_enabled": true,
"bitcoin_handle": "bc1q0a2hpt76ml04pgvtggc5ledc94kp2294t8z02j"
}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945377819573223702"
],
"editable_until_msecs": "1752652790000",
"is_edit_eligible": true,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "1275",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"quotedRefResult": {
"result": {
"__typename": "Tweet",
"rest_id": "1944325556117606848"
}
},
"legacy": {
"bookmark_count": 6,
"bookmarked": false,
"created_at": "Wed Jul 16 06:59:50 +0000 2025",
"conversation_id_str": "1945377819573223702",
"display_text_range": [
0,
219
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/FB8S2RnMao",
"expanded_url": "https://x.com/PreslavMihaylov/status/1945377819573223702/video/1",
"id_str": "1945376334525452289",
"indices": [
220,
243
],
"media_key": "13_1945376334525452289",
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1945376334525452289/img/bhN2BgKCUDXSUz0P.jpg",
"type": "video",
"url": "https://t.co/FB8S2RnMao",
"additional_media_info": {
"monetizable": false
},
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1080,
"w": 1920,
"resize": "fit"
},
"medium": {
"h": 675,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 383,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1080,
"width": 1920,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
16,
9
],
"duration_millis": 365316,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/pl/hJQk1ugdCb_YLbKx.m3u8?tag=14"
},
{
"bitrate": 288000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/vid/avc1/480x270/ZE0dP9kGIGT9TJsK.mp4?tag=14"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/vid/avc1/640x360/A_hr0itgHRV-qc7A.mp4?tag=14"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/vid/avc1/1280x720/VCmuvJPy4lf3g4b8.mp4?tag=14"
}
]
},
"media_results": {
"result": {
"media_key": "13_1945376334525452289"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/FB8S2RnMao",
"expanded_url": "https://x.com/PreslavMihaylov/status/1945377819573223702/video/1",
"id_str": "1945376334525452289",
"indices": [
220,
243
],
"media_key": "13_1945376334525452289",
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1945376334525452289/img/bhN2BgKCUDXSUz0P.jpg",
"type": "video",
"url": "https://t.co/FB8S2RnMao",
"additional_media_info": {
"monetizable": false
},
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1080,
"w": 1920,
"resize": "fit"
},
"medium": {
"h": 675,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 383,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1080,
"width": 1920,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
16,
9
],
"duration_millis": 365316,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/pl/hJQk1ugdCb_YLbKx.m3u8?tag=14"
},
{
"bitrate": 288000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/vid/avc1/480x270/ZE0dP9kGIGT9TJsK.mp4?tag=14"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/vid/avc1/640x360/A_hr0itgHRV-qc7A.mp4?tag=14"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1945376334525452289/vid/avc1/1280x720/VCmuvJPy4lf3g4b8.mp4?tag=14"
}
]
},
"media_results": {
"result": {
"media_key": "13_1945376334525452289"
}
}
}
]
},
"favorite_count": 7,
"favorited": false,
"full_text": "Here's what I built off of the tutorial - a system design study agent. It works surprisingly well and was built within a weekend!\n\nI'm also working on a Go course I'm gonna release soon where we build this from scratch. https://t.co/FB8S2RnMao",
"is_quote_status": true,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 1,
"quoted_status_id_str": "1944325556117606848",
"quoted_status_permalink": {
"url": "https://t.co/K4YaktA6TD",
"expanded": "https://twitter.com/PreslavMihaylov/status/1944325556117606848",
"display": "x.com/PreslavMihaylo…"
},
"reply_count": 0,
"retweet_count": 1,
"retweeted": false,
"user_id_str": "785034960117858304",
"id_str": "1945377819573223702"
}
}
},
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Wed Jul 16 07:00:38 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
34,
202
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "x.com/PreslavMihaylo…",
"expanded_url": "https://x.com/PreslavMihaylov/status/1945377819573223702",
"url": "https://t.co/UvLYPbwafA",
"indices": [
179,
202
]
}
],
"user_mentions": [
{
"id_str": "267160799",
"name": "Ivan Leo",
"screen_name": "ivanleomk",
"indices": [
0,
10
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
11,
24
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
25,
33
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@ivanleomk @thorstenball @AmpCode Built something similar recently off of that tutorial, mine was focused on studying system design and it turns out that works surprisingly well!\nhttps://t.co/UvLYPbwafA",
"in_reply_to_screen_name": "ivanleomk",
"in_reply_to_status_id_str": "1945325380040319377",
"in_reply_to_user_id_str": "267160799",
"is_quote_status": true,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"quoted_status_id_str": "1945377819573223702",
"quoted_status_permalink": {
"url": "https://t.co/UvLYPbwafA",
"expanded": "https://x.com/PreslavMihaylov/status/1945377819573223702",
"display": "x.com/PreslavMihaylo…"
},
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "785034960117858304",
"id_str": "1945378020761456674"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945378020761456674-tweet-1945411189321932963",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945411189321932963",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNjcxNjA3OTk=",
"rest_id": "267160799",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Wed Mar 16 12:43:36 +0000 2011",
"default_profile": false,
"default_profile_image": false,
"description": "i work on agents at manus and write at https://t.co/02byZNKMa8.",
"entities": {
"description": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
39,
62
]
}
]
},
"url": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 4116,
"followers_count": 4059,
"friends_count": 1268,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 78,
"location": "Singapore",
"media_count": 1033,
"name": "Ivan Leo",
"normal_followers_count": 4059,
"pinned_tweet_ids_str": [
"1875777259346509940"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/267160799/1716692627",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1838778744468836353/utYfioiO_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "ivanleomk",
"statuses_count": 5930,
"translator_type": "none",
"url": "https://t.co/02byZNKMa8",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1524186444708794368",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945411189321932963"
],
"editable_until_msecs": "1752660746000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "36",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Wed Jul 16 09:12:26 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
40,
52
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "785034960117858304",
"name": "Pres Mihaylov",
"screen_name": "PreslavMihaylov",
"indices": [
0,
16
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
17,
30
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
31,
39
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@PreslavMihaylov @thorstenball @AmpCode Feel the AGI",
"in_reply_to_screen_name": "PreslavMihaylov",
"in_reply_to_status_id_str": "1945378020761456674",
"in_reply_to_user_id_str": "785034960117858304",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "267160799",
"id_str": "1945411189321932963"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1945411189321932963"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945328034975977907",
"sortIndex": "1953472163767910370",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1945328034975977907-tweet-1945328034975977907",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945328034975977907",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo4MDgwNTM=",
"rest_id": "808053",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": false,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Sat Mar 03 07:29:30 +0000 2007",
"default_profile": false,
"default_profile_image": false,
"description": "",
"entities": {
"description": {
"urls": []
}
},
"fast_followers_count": 0,
"favourites_count": 4853,
"followers_count": 232,
"friends_count": 296,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 7,
"location": "Palo Alto, United States",
"media_count": 87,
"name": "Bill Ferrell",
"normal_followers_count": 232,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1169055085374033921/DbzXnW-Y_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "wasauce",
"statuses_count": 2371,
"translator_type": "none",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945328034975977907"
],
"editable_until_msecs": "1752640920000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "64",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Wed Jul 16 03:42:00 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
34,
78
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "267160799",
"name": "Ivan Leo",
"screen_name": "ivanleomk",
"indices": [
0,
10
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
11,
24
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
25,
33
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@ivanleomk @thorstenball @AmpCode Can you share a link to the original please?",
"in_reply_to_screen_name": "ivanleomk",
"in_reply_to_status_id_str": "1945325380040319377",
"in_reply_to_user_id_str": "267160799",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "808053",
"id_str": "1945328034975977907"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945328034975977907-tweet-1945328500531151106",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945328500531151106",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoyNjcxNjA3OTk=",
"rest_id": "267160799",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Wed Mar 16 12:43:36 +0000 2011",
"default_profile": false,
"default_profile_image": false,
"description": "i work on agents at manus and write at https://t.co/02byZNKMa8.",
"entities": {
"description": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
39,
62
]
}
]
},
"url": {
"urls": [
{
"display_url": "ivanleo.com",
"expanded_url": "http://ivanleo.com",
"url": "https://t.co/02byZNKMa8",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 4116,
"followers_count": 4059,
"friends_count": 1268,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 78,
"location": "Singapore",
"media_count": 1033,
"name": "Ivan Leo",
"normal_followers_count": 4059,
"pinned_tweet_ids_str": [
"1875777259346509940"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/267160799/1716692627",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1838778744468836353/utYfioiO_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "ivanleomk",
"statuses_count": 5930,
"translator_type": "none",
"url": "https://t.co/02byZNKMa8",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"professional": {
"rest_id": "1524186444708794368",
"professional_type": "Creator",
"category": [
{
"id": 713,
"name": "Science & Technology",
"icon_name": ""
}
]
},
"tipjar_settings": {}
}
}
},
"card": {
"rest_id": "https://t.co/byAmUfuMUD",
"legacy": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 150,
"width": 267,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=280x150"
},
"type": "IMAGE"
}
},
{
"key": "description",
"value": {
"string_value": "Building a fully functional, code-editing agent in less than 400 lines.",
"type": "STRING"
}
},
{
"key": "domain",
"value": {
"string_value": "ampcode.com",
"type": "STRING"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 320,
"width": 569,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=800x320_1"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 675,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "site",
"value": {
"scribe_key": "publisher_id",
"type": "USER",
"user_value": {
"id_str": "1901022787164401666",
"path": []
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 81,
"width": 144,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=144x144"
},
"type": "IMAGE"
}
},
{
"key": "creator",
"value": {
"type": "USER",
"user_value": {
"id_str": "414333187",
"path": []
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 675,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 675,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "ampcode.com",
"type": "STRING"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 20,
"green": 35,
"red": 33
},
"percentage": 93.57
},
{
"rgb": {
"blue": 109,
"green": 121,
"red": 115
},
"percentage": 6.22
},
{
"rgb": {
"blue": 202,
"green": 206,
"red": 205
},
"percentage": 0.13
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "title",
"value": {
"string_value": "How to Build an Agent",
"type": "STRING"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 20,
"green": 35,
"red": 33
},
"percentage": 93.57
},
{
"rgb": {
"blue": 109,
"green": 121,
"red": 115
},
"percentage": 6.22
},
{
"rgb": {
"blue": 202,
"green": 206,
"red": 205
},
"percentage": 0.13
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"height": 675,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 20,
"green": 35,
"red": 33
},
"percentage": 93.57
},
{
"rgb": {
"blue": 109,
"green": 121,
"red": 115
},
"percentage": 6.22
},
{
"rgb": {
"blue": 202,
"green": 206,
"red": 205
},
"percentage": 0.13
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"height": 675,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/byAmUfuMUD",
"type": "STRING"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"height": 675,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1952823588374867969/H_mn29dT?format=jpg&name=orig"
},
"type": "IMAGE"
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "Android",
"version": "12"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/byAmUfuMUD",
"user_refs_results": [
{
"result": {
"__typename": "User",
"id": "VXNlcjo0MTQzMzMxODc=",
"rest_id": "414333187",
"affiliates_highlighted_label": {
"label": {
"url": {
"url": "https://twitter.com/AmpCode",
"urlType": "DeepLink"
},
"badge": {
"url": "https://pbs.twimg.com/profile_images/1907351560327495680/sJolhnWZ_bigger.jpg"
},
"description": "Amp — Research Preview",
"userLabelType": "BusinessLabel",
"userLabelDisplayType": "Badge"
}
},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Wed Nov 16 22:51:44 +0000 2011",
"default_profile": false,
"default_profile_image": false,
"description": "Author of https://t.co/arW0hnVET0 and https://t.co/RN9xXOzhON. @sourcegraph working on @ampcode. Ex-@zeddotdev. Programming where the rubber hits the road.",
"entities": {
"description": {
"urls": [
{
"display_url": "interpreterbook.com",
"expanded_url": "http://interpreterbook.com",
"url": "https://t.co/arW0hnVET0",
"indices": [
10,
33
]
},
{
"display_url": "compilerbook.com",
"expanded_url": "http://compilerbook.com",
"url": "https://t.co/RN9xXOzhON",
"indices": [
38,
61
]
}
]
},
"url": {
"urls": [
{
"display_url": "thorstenball.com",
"expanded_url": "http://thorstenball.com",
"url": "https://t.co/meGH55soAx",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 18332,
"followers_count": 34109,
"friends_count": 952,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 322,
"location": "Großwallstdt, Bavaria, Germany",
"media_count": 3189,
"name": "Thorsten Ball",
"normal_followers_count": 34109,
"pinned_tweet_ids_str": [
"1024316243535437824"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/414333187/1559815537",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/845340663050899457/vNzxTmKV_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "thorstenball",
"statuses_count": 21664,
"translator_type": "none",
"url": "https://t.co/meGH55soAx",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
},
{
"result": {
"__typename": "User",
"id": "VXNlcjoxOTAxMDIyNzg3MTY0NDAxNjY2",
"rest_id": "1901022787164401666",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": false,
"profile_image_shape": "Square",
"legacy": {
"can_dm": true,
"can_media_tag": true,
"created_at": "Sat Mar 15 21:28:52 +0000 2025",
"default_profile": true,
"default_profile_image": false,
"description": "An agentic coding tool, in research preview from @sourcegraph",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "ampcode.com",
"expanded_url": "https://ampcode.com/",
"url": "https://t.co/tZ3BXkz3Kl",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 605,
"followers_count": 7132,
"friends_count": 0,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 101,
"location": "da84ceb213f1156605ab2b3a3f0363",
"media_count": 12,
"name": "Amp — Research Preview",
"normal_followers_count": 7132,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1901022787164401666/1743583763",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1907351560327495680/sJolhnWZ_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "AmpCode",
"statuses_count": 63,
"translator_type": "none",
"url": "https://t.co/tZ3BXkz3Kl",
"verified": false,
"verified_type": "Business",
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
]
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945328500531151106"
],
"editable_until_msecs": "1752641031000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "98",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 2,
"bookmarked": false,
"created_at": "Wed Jul 16 03:43:51 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
32,
56
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "ampcode.com/how-to-build-a…",
"expanded_url": "https://ampcode.com/how-to-build-an-agent",
"url": "https://t.co/byAmUfuMUD",
"indices": [
32,
55
]
}
],
"user_mentions": [
{
"id_str": "808053",
"name": "Bill Ferrell",
"screen_name": "wasauce",
"indices": [
0,
8
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
9,
22
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
23,
31
]
}
]
},
"favorite_count": 1,
"favorited": false,
"full_text": "@wasauce @thorstenball @AmpCode https://t.co/byAmUfuMUD!",
"in_reply_to_screen_name": "wasauce",
"in_reply_to_status_id_str": "1945328034975977907",
"in_reply_to_user_id_str": "808053",
"is_quote_status": false,
"lang": "qme",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "267160799",
"id_str": "1945328500531151106"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945328034975977907-cursor-showmore-1649664784",
"item": {
"itemContent": {
"itemType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAABCwABAAAAMEVtUEM2d0FBQUFNL2dHSk4wdkdwL0FBQUFBSWEvekgyNVpwQkFoci9NWXFBV2hHeggAAgAAAAYKAAMa_zGKgFoRsw8ABAoAAAACGv8xioBaEbMa_zH25ZpBAgAA",
"cursorType": "ShowMore",
"displayTreatment": {
"actionText": "Show replies"
}
},
"clientEventInfo": {
"component": "cursor",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1945331675413794839"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "conversationthread-1945497697793851840",
"sortIndex": "1953472163767910360",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1945497697793851840-tweet-1945497697793851840",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1945497697793851840",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNTU2NjUzMzA5",
"rest_id": "1556653309",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Sat Jun 29 22:08:45 +0000 2013",
"default_profile": false,
"default_profile_image": false,
"description": "building @repoprompt",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "repoprompt.com",
"expanded_url": "http://repoprompt.com",
"url": "https://t.co/Pggm5Ufaq8",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 80244,
"followers_count": 18018,
"friends_count": 4289,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 328,
"location": "🇨🇦",
"media_count": 368,
"name": "eric provencher",
"normal_followers_count": 18018,
"pinned_tweet_ids_str": [
"1948511293582745649"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1556653309/1743013875",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1904963988590411776/khTUwno4_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "pvncher",
"statuses_count": 10222,
"translator_type": "none",
"url": "https://t.co/Pggm5Ufaq8",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1945497697793851840"
],
"editable_until_msecs": "1752681371000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "155",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Wed Jul 16 14:56:11 +0000 2025",
"conversation_id_str": "1945325380040319377",
"display_text_range": [
34,
106
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "267160799",
"name": "Ivan Leo",
"screen_name": "ivanleomk",
"indices": [
0,
10
]
},
{
"id_str": "414333187",
"name": "Thorsten Ball",
"screen_name": "thorstenball",
"indices": [
11,
24
]
},
{
"id_str": "1901022787164401666",
"name": "Amp — Research Preview",
"screen_name": "AmpCode",
"indices": [
25,
33
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@ivanleomk @thorstenball @AmpCode Editing using line numbers doesn't work. Models get lost on line numbers",
"in_reply_to_screen_name": "ivanleomk",
"in_reply_to_status_id_str": "1945325380040319377",
"in_reply_to_user_id_str": "267160799",
"is_quote_status": false,
"lang": "en",
"quote_count": 0,
"reply_count": 1,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1556653309",
"id_str": "1945497697793851840"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1945497697793851840"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "cursor-bottom-1953472163767910359",
"sortIndex": "1953472163767910359",
"content": {
"entryType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAAFCgABGxwglT___9ULAAIAAABwRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFnYS84dlpORmZCd0JyL01mYmxta0VDR3Y5OUsyR2FvS01hL3o3RU50cmdtaHIvTmNxeTJ1SDRHdjh2SUZuYTRaRWEvekdLZ0ZvUnN4ci9Yd0M1VnRBaQgAAwAAAAIAAA",
"cursorType": "Bottom"
}
}
]
},
{
"type": "TimelineTerminateTimeline",
"direction": "Top"
},
{
"type": "TimelineTerminateTimeline",
"direction": "Bottom"
}
],
"metadata": {
"scribeConfig": {
"page": "ranked_replies"
}
}
}
}
}