Viewing enriched Twitter post
zoe was burning 24M+ opus tokens/day monitoring agents that weren't running. replaced her cron with a 2-layer system: - bash pre-check, zero tokens when idle - webhook fires opus only when needed. ~95% token reduction and more reliable output. details below. (set up a cron to watch this performance, if it works well I'll double down on this event driven stack, seems like the future)
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2028671336219107687/media_0.jpg?",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2028671336219107687/media_0.jpg?",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-03-06T14:10:26.380704",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2028671336219107687",
"url": "https://x.com/elvissun/status/2028671336219107687",
"twitterUrl": "https://twitter.com/elvissun/status/2028671336219107687",
"text": "zoe was burning 24M+ opus tokens/day monitoring agents that weren't running.\n\nreplaced her cron with a 2-layer system:\n- bash pre-check, zero tokens when idle\n- webhook fires opus only when needed.\n\n~95% token reduction and more reliable output. details below.\n\n(set up a cron to watch this performance, if it works well I'll double down on this event driven stack, seems like the future)",
"source": "Twitter for iPhone",
"retweetCount": 164,
"replyCount": 111,
"likeCount": 2105,
"quoteCount": 17,
"viewCount": 410851,
"createdAt": "Tue Mar 03 03:18:32 +0000 2026",
"lang": "en",
"bookmarkCount": 4343,
"isReply": false,
"inReplyToId": null,
"conversationId": "2028671336219107687",
"displayTextRange": [
0,
279
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "elvissun",
"url": "https://x.com/elvissun",
"twitterUrl": "https://twitter.com/elvissun",
"id": "1683639929673220097",
"name": "Elvis",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1886389973236011008/7EZHFw9k_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1683639929673220097/1769974302",
"description": "2x dad building the modern PR stack in public:\nā” https://t.co/JcWBKKpG6Y",
"location": "all my sauces š",
"followers": 42863,
"following": 343,
"status": "",
"canDm": true,
"canMediaTag": false,
"createdAt": "Tue Jul 25 00:46:58 +0000 2023",
"entities": {
"description": {
"urls": [
{
"display_url": "medialyst.ai",
"expanded_url": "http://medialyst.ai",
"indices": [
49,
72
],
"url": "https://t.co/JcWBKKpG6Y"
}
]
},
"url": {
"urls": [
{
"display_url": "elvis.so",
"expanded_url": "https://elvis.so",
"indices": [
0,
23
],
"url": "https://t.co/pXlx3tp8nP"
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 8337,
"hasCustomTimelines": false,
"isTranslator": false,
"mediaCount": 725,
"statusesCount": 6898,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2026628017158762790"
],
"profile_bio": {},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.x.com/TYSE901Si6",
"expanded_url": "https://x.com/elvissun/status/2028671336219107687/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": [
{
"h": 273,
"w": 273,
"x": 311,
"y": 284
}
]
},
"medium": {
"faces": [
{
"h": 273,
"w": 273,
"x": 311,
"y": 284
}
]
},
"orig": {
"faces": [
{
"h": 273,
"w": 273,
"x": 311,
"y": 284
}
]
},
"small": {
"faces": [
{
"h": 273,
"w": 273,
"x": 311,
"y": 284
}
]
}
},
"id_str": "2028671334289670144",
"indices": [
280,
303
],
"media_key": "3_2028671334289670144",
"media_results": {
"result": {
"media_key": "3_2028671334289670144"
}
},
"media_url_https": "https://pbs.twimg.com/media/HCdJ1IZagAAqBWe.png",
"original_info": {
"focus_rects": [
{
"h": 348,
"w": 622,
"x": 0,
"y": 0
},
{
"h": 622,
"w": 622,
"x": 0,
"y": 0
},
{
"h": 675,
"w": 592,
"x": 30,
"y": 0
},
{
"h": 675,
"w": 338,
"x": 218,
"y": 0
},
{
"h": 675,
"w": 622,
"x": 0,
"y": 0
}
],
"height": 675,
"width": 622
},
"sizes": {
"large": {
"h": 675,
"resize": "fit",
"w": 622
},
"medium": {
"h": 675,
"resize": "fit",
"w": 622
},
"small": {
"h": 675,
"resize": "fit",
"w": 622
},
"thumb": {
"h": 150,
"resize": "crop",
"w": 150
}
},
"type": "photo",
"url": "https://t.co/TYSE901Si6"
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
}