🐦 Twitter Post Details

Viewing enriched Twitter post

@karpathy

Cool chart showing the ratio of Tab complete requests to Agent requests in Cursor. With improving capability, every point in time has an optimal setup that keeps changing and evolving and the community average tracks the point. None -> Tab -> Agent -> Parallel agents -> Agent Teams (?) -> ??? If you're too conservative, you're leaving leverage on the table. If you're too aggressive, you're net creating more chaos than doing useful work. The art of the process is spending 80% of the time getting work done in the setup you're comfortable with and that actually works, and 20% exploration of what might be the next step up even if it doesn't work yet.

Media 1

📊 Media Metadata

{
  "media": [
    {
      "type": "photo",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2027501331125239822/media_0.png?",
      "filename": "media_0.png"
    }
  ],
  "processed_at": "2026-03-02T19:08:12.876691",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2027501331125239822",
  "url": "https://x.com/karpathy/status/2027501331125239822",
  "twitterUrl": "https://twitter.com/karpathy/status/2027501331125239822",
  "text": "Cool chart showing the ratio of Tab complete requests to Agent requests in Cursor. With improving capability, every point in time has an optimal setup that keeps changing and evolving and the community average tracks the point. None -> Tab -> Agent -> Parallel agents -> Agent Teams (?) -> ???\n\nIf you're too conservative, you're leaving leverage on the table. If you're too aggressive, you're net creating more chaos than doing useful work.\n\nThe art of the process is spending 80% of the time getting work done in the setup you're comfortable with and that actually works, and 20% exploration of what might be the next step up even if it doesn't work yet.",
  "source": "Twitter for iPhone",
  "retweetCount": 320,
  "replyCount": 186,
  "likeCount": 3712,
  "quoteCount": 51,
  "viewCount": 506939,
  "createdAt": "Fri Feb 27 21:49:21 +0000 2026",
  "lang": "en",
  "bookmarkCount": 1888,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2027501331125239822",
  "displayTextRange": [
    0,
    288
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "karpathy",
    "url": "https://x.com/karpathy",
    "twitterUrl": "https://twitter.com/karpathy",
    "id": "33836629",
    "name": "Andrej Karpathy",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1296667294148382721/9Pr6XrPB_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/33836629/1407117611",
    "description": "",
    "location": "Stanford",
    "followers": 1866025,
    "following": 1055,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Tue Apr 21 06:49:15 +0000 2009",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 22158,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 851,
    "statusesCount": 9983,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1617979122625712128"
    ],
    "profile_bio": {
      "description": "I like to train large deep neural nets. Previously Director of AI @ Tesla, founding team @ OpenAI, PhD @ Stanford.",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [],
          "user_mentions": []
        },
        "url": {
          "urls": [
            {
              "display_url": "karpathy.ai",
              "expanded_url": "https://karpathy.ai",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/0EcFthjJXM"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.twitter.com/FeNAdIFFUw",
        "expanded_url": "https://twitter.com/karpathy/status/2027501331125239822/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "orig": {
            "faces": []
          }
        },
        "id_str": "2027501004678434816",
        "indices": [
          289,
          312
        ],
        "media_key": "3_2027501004678434816",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARwjIWvtmxAACgACHCMht+9aAA4AAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHCMha+2bEAAKAAIcIyG371oADgAA",
            "media_key": "3_2027501004678434816"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HCMha-2bEAA1itr.png",
        "original_info": {
          "focus_rects": [
            {
              "h": 1344,
              "w": 2400,
              "x": 0,
              "y": 0
            },
            {
              "h": 1350,
              "w": 1350,
              "x": 0,
              "y": 0
            },
            {
              "h": 1350,
              "w": 1184,
              "x": 0,
              "y": 0
            },
            {
              "h": 1350,
              "w": 675,
              "x": 0,
              "y": 0
            },
            {
              "h": 1350,
              "w": 2400,
              "x": 0,
              "y": 0
            }
          ],
          "height": 1350,
          "width": 2400
        },
        "sizes": {
          "large": {
            "h": 1152,
            "w": 2048
          }
        },
        "type": "photo",
        "url": "https://t.co/FeNAdIFFUw"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [],
    "user_mentions": []
  },
  "quoted_tweet": {
    "type": "tweet",
    "id": "2026736314272591924",
    "url": "https://x.com/mntruell/status/2026736314272591924",
    "twitterUrl": "https://twitter.com/mntruell/status/2026736314272591924",
    "text": "https://t.co/jZKOk8RAsV",
    "source": "Twitter for iPhone",
    "retweetCount": 1220,
    "replyCount": 259,
    "likeCount": 9506,
    "quoteCount": 392,
    "viewCount": 6774153,
    "createdAt": "Wed Feb 25 19:09:26 +0000 2026",
    "lang": "zxx",
    "bookmarkCount": 24435,
    "isReply": false,
    "inReplyToId": null,
    "conversationId": "2026736314272591924",
    "displayTextRange": [
      0,
      23
    ],
    "inReplyToUserId": null,
    "inReplyToUsername": null,
    "author": {
      "type": "user",
      "userName": "mntruell",
      "url": "https://x.com/mntruell",
      "twitterUrl": "https://twitter.com/mntruell",
      "id": "2755860644",
      "name": "Michael Truell",
      "isVerified": false,
      "isBlueVerified": true,
      "verifiedType": null,
      "profilePicture": "https://pbs.twimg.com/profile_images/1887065642261737472/QdLiAFfD_normal.jpg",
      "coverPicture": "https://pbs.twimg.com/profile_banners/2755860644/1759603873",
      "description": "",
      "location": "",
      "followers": 72829,
      "following": 827,
      "status": "",
      "canDm": true,
      "canMediaTag": true,
      "createdAt": "Fri Aug 22 17:54:28 +0000 2014",
      "entities": {
        "description": {
          "urls": []
        },
        "url": {}
      },
      "fastFollowersCount": 0,
      "favouritesCount": 2670,
      "hasCustomTimelines": true,
      "isTranslator": false,
      "mediaCount": 21,
      "statusesCount": 229,
      "withheldInCountries": [],
      "affiliatesHighlightedLabel": {},
      "possiblySensitive": false,
      "pinnedTweetIds": [],
      "profile_bio": {
        "description": "@cursor_ai CEO",
        "entities": {
          "description": {
            "hashtags": [],
            "symbols": [],
            "urls": [],
            "user_mentions": [
              {
                "id_str": "0",
                "indices": [
                  0,
                  10
                ],
                "name": "",
                "screen_name": "cursor_ai"
              }
            ]
          },
          "url": {
            "urls": [
              {
                "display_url": "mntruell.com",
                "expanded_url": "http://mntruell.com/",
                "indices": [
                  0,
                  23
                ],
                "url": "https://t.co/QWx0mXKsaC"
              }
            ]
          }
        }
      },
      "isAutomated": false,
      "automatedBy": null
    },
    "extendedEntities": {},
    "card": null,
    "place": {},
    "entities": {
      "hashtags": [],
      "symbols": [],
      "timestamps": [],
      "urls": [
        {
          "display_url": "x.com/i/article/2026…",
          "expanded_url": "http://x.com/i/article/2026733459675480064",
          "indices": [
            0,
            23
          ],
          "url": "https://t.co/jZKOk8RAsV"
        }
      ],
      "user_mentions": []
    },
    "quoted_tweet": null,
    "retweeted_tweet": null,
    "isLimitedReply": false,
    "article": {
      "title": "The third era of AI software development",
      "preview_text": "When we started building Cursor a few years ago, most code was written one keystroke at a time. Tab autocomplete changed that and opened the first era of AI-assisted coding.\nThen agents arrived, and",
      "cover_media_img_url": null
    }
  },
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}