@LakshyAAAgrawal
Why write the prompt by hand, when you can have GEPA discover a detailed spec for your task, automatically? https://t.co/X9MFe8H2Ge https://t.co/XoxUAGfdh1
š¦ Twitter Post Details
Viewing enriched Twitter post
š Media Metadata
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1996695501966913642/media_0.jpg?",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1996695501966913642/media_0.jpg?",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2025-12-08T13:24:19.792375",
"pipeline_version": "2.0"
}š§ Raw API Response
{
"type": "tweet",
"id": "1996695501966913642",
"url": "https://x.com/LakshyAAAgrawal/status/1996695501966913642",
"twitterUrl": "https://twitter.com/LakshyAAAgrawal/status/1996695501966913642",
"text": "Why write the prompt by hand, when you can have GEPA discover a detailed spec for your task, automatically?\n\nhttps://t.co/X9MFe8H2Ge https://t.co/XoxUAGfdh1",
"source": "Twitter for iPhone",
"retweetCount": 22,
"replyCount": 5,
"likeCount": 206,
"quoteCount": 0,
"viewCount": 24405,
"createdAt": "Thu Dec 04 21:37:59 +0000 2025",
"lang": "en",
"bookmarkCount": 266,
"isReply": false,
"inReplyToId": null,
"conversationId": "1996695501966913642",
"displayTextRange": [
0,
132
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "LakshyAAAgrawal",
"url": "https://x.com/LakshyAAAgrawal",
"twitterUrl": "https://twitter.com/LakshyAAAgrawal",
"id": "2256125125",
"name": "Lakshya A Agrawal @ NeurIPS",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1995783519340298240/6bHjSLAK_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/2256125125/1703889683",
"description": "PhD @ UC Berkeley | GEPA Creator (https://t.co/EdPqvzj7k4) | Created https://t.co/YxPZsXZJeS | AI4Code Research Fellow @MSFTResearch | Hobby Saxophonist",
"location": "Berkeley, CA",
"followers": 3075,
"following": 2646,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Sat Dec 21 07:13:00 +0000 2013",
"entities": {
"description": {
"urls": [
{
"display_url": "github.com/gepa-ai/gepa",
"expanded_url": "http://github.com/gepa-ai/gepa",
"url": "https://t.co/EdPqvzj7k4",
"indices": [
34,
57
]
},
{
"display_url": "aka.ms/multilspy",
"expanded_url": "http://aka.ms/multilspy",
"url": "https://t.co/YxPZsXZJeS",
"indices": [
69,
92
]
}
]
},
"url": {
"urls": [
{
"display_url": "lakshyaaagrawal.github.io",
"expanded_url": "https://lakshyaaagrawal.github.io",
"url": "https://t.co/BccRolBuCj",
"indices": [
0,
23
]
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 4635,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 66,
"statusesCount": 2644,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1963443275744084113"
],
"profile_bio": {},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.x.com/XoxUAGfdh1",
"expanded_url": "https://x.com/LakshyAAAgrawal/status/1996695501966913642/photo/1",
"id_str": "1996695330935787522",
"indices": [
133,
156
],
"media_key": "3_1996695330935787522",
"media_url_https": "https://pbs.twimg.com/media/G7Wv0xUb0AI8zJY.jpg",
"type": "photo",
"url": "https://t.co/XoxUAGfdh1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 1590,
"w": 1778,
"resize": "fit"
},
"medium": {
"h": 1073,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 608,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1590,
"width": 1778,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1778,
"h": 996
},
{
"x": 188,
"y": 0,
"w": 1590,
"h": 1590
},
{
"x": 383,
"y": 0,
"w": 1395,
"h": 1590
},
{
"x": 714,
"y": 0,
"w": 795,
"h": 1590
},
{
"x": 0,
"y": 0,
"w": 1778,
"h": 1590
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1996695330935787522"
}
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/XoxUAGfdh1",
"expanded_url": "https://x.com/LakshyAAAgrawal/status/1996695501966913642/photo/1",
"id_str": "1996695330935787522",
"indices": [
133,
156
],
"media_key": "3_1996695330935787522",
"media_url_https": "https://pbs.twimg.com/media/G7Wv0xUb0AI8zJY.jpg",
"type": "photo",
"url": "https://t.co/XoxUAGfdh1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 1590,
"w": 1778,
"resize": "fit"
},
"medium": {
"h": 1073,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 608,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1590,
"width": 1778,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1778,
"h": 996
},
{
"x": 188,
"y": 0,
"w": 1590,
"h": 1590
},
{
"x": 383,
"y": 0,
"w": 1395,
"h": 1590
},
{
"x": 714,
"y": 0,
"w": 795,
"h": 1590
},
{
"x": 0,
"y": 0,
"w": 1778,
"h": 1590
}
]
},
"allow_download_status": {
"allow_download": true
},
"media_results": {
"result": {
"media_key": "3_1996695330935787522"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "x.com/googleaidevs/sā¦",
"expanded_url": "https://x.com/googleaidevs/status/1996271402266017901?s=20",
"url": "https://t.co/X9MFe8H2Ge",
"indices": [
109,
132
]
}
],
"user_mentions": []
},
"quoted_tweet": {
"type": "tweet",
"id": "1996271402266017901",
"url": "https://x.com/googleaidevs/status/1996271402266017901",
"twitterUrl": "https://twitter.com/googleaidevs/status/1996271402266017901",
"text": "Check out these System Instructions for Gemini 3 Pro that improved performance on various agentic benchmarks by up to ~5%. https://t.co/Fk40lOuWKx",
"source": "Twitter for iPhone",
"retweetCount": 467,
"replyCount": 96,
"likeCount": 4808,
"quoteCount": 49,
"viewCount": 469581,
"createdAt": "Wed Dec 03 17:32:45 +0000 2025",
"lang": "en",
"bookmarkCount": 5323,
"isReply": false,
"inReplyToId": null,
"conversationId": "1996271402266017901",
"displayTextRange": [
0,
122
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "googleaidevs",
"url": "https://x.com/googleaidevs",
"twitterUrl": "https://twitter.com/googleaidevs",
"id": "1780784281561726976",
"name": "Google AI Developers",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": "Business",
"profilePicture": "https://pbs.twimg.com/profile_images/1865153179341426688/g3bdgQ0P_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1780784281561726976/1733439947",
"description": "AI for every developer. So what will you build?",
"location": "",
"followers": 88628,
"following": 44,
"status": "",
"canDm": false,
"canMediaTag": false,
"createdAt": "Thu Apr 18 02:24:01 +0000 2024",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "ai.google.dev",
"expanded_url": "http://ai.google.dev",
"url": "https://t.co/O5kZoD3jnz",
"indices": [
0,
23
]
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 398,
"hasCustomTimelines": false,
"isTranslator": false,
"mediaCount": 625,
"statusesCount": 1433,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {
"label": {
"url": {
"url": "https://twitter.com/googledevs",
"urlType": "DeepLink"
},
"badge": {
"url": "https://pbs.twimg.com/profile_images/1991557961987289094/QxcxfbWA_bigger.jpg"
},
"description": "Google for Developers",
"userLabelType": "BusinessLabel",
"userLabelDisplayType": "Badge"
}
},
"possiblySensitive": false,
"pinnedTweetIds": [
"1996973083467333736"
],
"profile_bio": {},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.x.com/Fk40lOuWKx",
"expanded_url": "https://x.com/googleaidevs/status/1996271402266017901/photo/1",
"ext_alt_text": "These are the system instructions available on the SI template. A white text document on a black background displays a comprehensive guide for a \"strong reasoner and planner.\" The text, titled \"You are a very strong reasoner and planner. Use these critical instructions to structure your plans, thoughts, and responses,\" outlines nine key areas for methodical planning and reasoning before taking any action: Logical dependencies and constraints, Risk assessment, Abductive reasoning and hypothesis exploration, Outcome evaluation and adaptability, Information availability, Precision and Grounding, Completeness, Persistence and patience, and Inhibit your response.",
"id_str": "1996271396633108480",
"indices": [
123,
146
],
"media_key": "3_1996271396633108480",
"media_url_https": "https://pbs.twimg.com/media/G7QuQi-W4AArqkf.jpg",
"type": "photo",
"url": "https://t.co/Fk40lOuWKx",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 1150,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 674,
"resize": "fit"
},
"small": {
"h": 680,
"w": 382,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 4096,
"width": 2299,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 2299,
"h": 1287
},
{
"x": 0,
"y": 0,
"w": 2299,
"h": 2299
},
{
"x": 0,
"y": 0,
"w": 2299,
"h": 2621
},
{
"x": 0,
"y": 0,
"w": 2048,
"h": 4096
},
{
"x": 0,
"y": 0,
"w": 2299,
"h": 4096
}
]
},
"media_results": {
"result": {
"media_key": "3_1996271396633108480"
}
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/Fk40lOuWKx",
"expanded_url": "https://x.com/googleaidevs/status/1996271402266017901/photo/1",
"ext_alt_text": "These are the system instructions available on the SI template. A white text document on a black background displays a comprehensive guide for a \"strong reasoner and planner.\" The text, titled \"You are a very strong reasoner and planner. Use these critical instructions to structure your plans, thoughts, and responses,\" outlines nine key areas for methodical planning and reasoning before taking any action: Logical dependencies and constraints, Risk assessment, Abductive reasoning and hypothesis exploration, Outcome evaluation and adaptability, Information availability, Precision and Grounding, Completeness, Persistence and patience, and Inhibit your response.",
"id_str": "1996271396633108480",
"indices": [
123,
146
],
"media_key": "3_1996271396633108480",
"media_url_https": "https://pbs.twimg.com/media/G7QuQi-W4AArqkf.jpg",
"type": "photo",
"url": "https://t.co/Fk40lOuWKx",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 2048,
"w": 1150,
"resize": "fit"
},
"medium": {
"h": 1200,
"w": 674,
"resize": "fit"
},
"small": {
"h": 680,
"w": 382,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 4096,
"width": 2299,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 2299,
"h": 1287
},
{
"x": 0,
"y": 0,
"w": 2299,
"h": 2299
},
{
"x": 0,
"y": 0,
"w": 2299,
"h": 2621
},
{
"x": 0,
"y": 0,
"w": 2048,
"h": 4096
},
{
"x": 0,
"y": 0,
"w": 2299,
"h": 4096
}
]
},
"media_results": {
"result": {
"media_key": "3_1996271396633108480"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
},
"retweeted_tweet": null,
"article": null
}