> ## Documentation Index
> Fetch the complete documentation index at: https://docs.keyapi.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# 获取用户帖子

> 获取LinkedIn用户发布的帖子

<div className="inline-flex items-center gap-2 px-4 py-2 bg-yellow-50 dark:bg-yellow-900/20 border border-yellow-200 dark:border-yellow-800 rounded-lg">
  <span className="text-base">🪙</span>
  <span className="text-sm font-medium text-yellow-900 dark:text-yellow-100"><span className="font-semibold">1 credit</span><span className="text-yellow-700 dark:text-yellow-300 ml-1">每次请求</span></span>
</div>

## Copy for AI

<div className="my-6 rounded-xl border border-gray-200 bg-gray-50 p-5 dark:border-gray-800 dark:bg-gray-900/40">
  <div className="min-w-0">
    <p className="text-base font-semibold text-gray-900 dark:text-gray-100">🤖 让 AI 帮你写调用代码</p>
    <p className="mt-1 text-sm text-gray-700 dark:text-gray-300">点击按钮复制一段结构化提示词，可直接交给 ChatGPT、Claude 或其他 AI 助手生成接口调用代码。</p>
  </div>

  <div className="mt-4">
    <button type="button" className="inline-flex items-center gap-2 rounded-md border border-emerald-300 bg-emerald-50 px-3 py-2 text-sm font-medium text-emerald-800 hover:bg-emerald-100 dark:border-emerald-700 dark:bg-emerald-900/30 dark:text-emerald-100 dark:hover:bg-emerald-900/50" onClick={() => navigator.clipboard.writeText("我想调用 KeyAPI 接口：GET https://api.keyapi.ai/v1/linkedin/get_user_posts\n\n请帮我编写调用代码，并包含必要的错误处理、参数校验和响应处理逻辑。\n\n接口信息：\n\nEndpoint: GET https://api.keyapi.ai/v1/linkedin/get_user_posts\n\nDescription: LinkedIn 的「用户帖子列表」接口用于批量查询列表数据，返回基础信息、关键指标和分页信息，适合采集后继续分析。常用必填参数包括 urn。\n\nRequired Headers:\n--header 'Authorization: Bearer <YOUR_API_KEY>'\n\nParameters:\n- urn (Required): urn 参数. Example: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8\n- page (Optional): 页码. Example: 1\n- pagination_token (Optional): 分页游标，用于继续获取后续数据\n\nExample Response:\n{\n  \"code\": 0,\n  \"message\": \"success\",\n  \"data\": {\n    \"pagination_token\": \"dXJuOmxpOmFjdGl2aXR5OjczMzU5MDcxMjM1Mzg2MDQwMzItMTc0OTAxNjU1Mjc4MA==\",\n    \"data\": [\n      {\n        \"id\": \"7425403905477402624\",\n        \"post_type\": \"activity\",\n        \"text\": \"The best code I ever wrote at Google was code I deleted.\\n\\nWhen I first started as a Software Engineer, I measured my productivity by how much code I wrote.\\n\\nMore lines of code = more progress. Right?\\n\\nWrong.\\n\\nAt Google, I once spent 2 weeks building a feature. I was handling edge cases, adding layers of logic, writing helper functions.\\n\\nDuring code review, a senior engineer looked at it and said:\\n\\n\\\"This works. But half of this complexity is unnecessary.\\\"\\n\\nHe showed me how a simpler approach could handle the same requirements with far less code.\\n\\nI ended up removing about 60% of what I had written. And the system became faster, easier to read, and easier to maintain.\\n\\nThat's when I learned something counterintuitive:\\n\\nWriting code is easy. Knowing what to remove takes experience.\\n\\nJunior engineers add code to solve problems. Senior engineers remove code to solve problems.\\n\\nThe feature you didn't build will never break. \\nThe line you didn't write will never need debugging. \\nThe system you kept simple will never keep you up at night.\\n\\nEvery line of code you write is a line of code someone else has to understand, maintain, and eventually fix.\\n\\nYour job as a Software Engineer is not to write code. Your job is to solve problems. And sometimes the best solution is less code, not more.\",\n        \"content\": {\n          \"images\": [\n            {\n              \"image\": [\n                {\n                  \"width\": 1280,\n                  \"height\": 1280,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_1280/B56ZwxVgTOHUAc-/0/1770354247370?e=1774483200&v=beta&t=BjYZk9AuiKzbeaGOFfZbqFCVNhkQZkV0dlRZKWJhMqw\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 480,\n                  \"height\": 480,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_480/B56ZwxVgTOHUAs-/0/1770354247370?e=1774483200&v=beta&t=FzKK6ig2KoNT899Ecut8CsN0YhenYyBEA1iMyi0BS-c\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 800,\n                  \"height\": 800,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_800/B56ZwxVgTOHUAg-/0/1770354247370?e=1774483200&v=beta&t=eWHeHosq3KrePc1z7MU1YlJXS_GOknH7gOZDsL5Zfwg\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 160,\n                  \"height\": 160,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_160/B56ZwxVgTOHUAw-/0/1770354247370?e=1774483200&v=beta&t=30xnh1bP8NA9oU02_vqOqM8rlgfT3g5j6qCPk2j0o78\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 1536,\n                  \"height\": 1536,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_2048_1536/B56ZwxVgTOHUAk-/0/1770354247370?e=1774483200&v=beta&t=e1dFiXq_xBtyt-15gStESwecLvUXKJyPg3yuSGssf6Q\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 20,\n                  \"height\": 20,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_20/B56ZwxVgTOHUAM-/0/1770354247370?e=1774483200&v=beta&t=j5waoWdUkk9RCJNMAWUx4L9mrOdvdfYXGsvN0NbBJJo\",\n                  \"expires_at\": 1774483200000\n                }\n              ]\n            }\n          ],\n          \"video\": null,\n          \"document\": null,\n          \"article\": null,\n          \"celebration\": null,\n          \"poll\": null,\n          \"event\": null\n        },\n        \"activity\": {\n          \"num_likes\": 3125,\n          \"num_comments\": 99,\n          \"num_shares\": 37,\n          \"reaction_counts\": [\n            {\n              \"count\": 2821,\n              \"type\": \"LIKE\"\n            },\n            {\n              \"count\": 142,\n              \"type\": \"INTEREST\"\n            },\n            {\n              \"count\": 119,\n              \"type\": \"EMPATHY\"\n            },\n            {\n              \"count\": 25,\n              \"type\": \"PRAISE\"\n            },\n            {\n              \"count\": 17,\n              \"type\": \"APPRECIATION\"\n            },\n            {\n              \"count\": 1,\n              \"type\": \"ENTERTAINMENT\"\n            }\n          ]\n        },\n        \"author\": {\n          \"id\": \"279808191\",\n          \"urn\": \"ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8\",\n          \"url\": \"https://www.linkedin.com/in/gabag26\",\n          \"public_identifier\": \"gabag26\",\n          \"first_name\": \"Sahil\",\n          \"last_name\": \"Gaba\",\n          \"full_name\": \"Sahil Gaba\",\n          \"description\": \"Software Engineer at Google | Amazon\",\n          \"avatar\": [\n            {\n              \"width\": 100,\n              \"height\": 100,\n              \"url\": \"https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0\",\n              \"expires_at\": 1774483200000\n            },\n            {\n              \"width\": 200,\n              \"height\": 200,\n              \"url\": \"https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk\",\n              \"expires_at\": 1774483200000\n            },\n            {\n              \"width\": 400,\n              \"height\": 400,\n              \"url\": \"https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0\",\n              \"expires_at\": 1774483200000\n            },\n            {\n              \"width\": 800,\n              \"height\": 800,\n              \"url\": \"https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo\",\n              \"expires_at\": 1774483200000\n            }\n          ],\n          \"account_type\": \"user\"\n        },\n        \"created_at\": \"2026-02-12T07:37:37.630Z\",\n        \"url\": \"https://www.linkedin.com/feed/update/urn:li:activity:7425403905477402624\",\n        \"share_urn\": \"urn:li:share:7425403902470205440\"\n      },\n      {\n        \"id\": \"7422145576353361920\",\n        \"post_type\": \"activity\",\n        \"text\": \"AI replaced 80% of coding. Only 7 skills are left.\\n\\nAnd I'm not worried. Here's why.\\n\\n72% of companies are now dealing with production incidents caused by AI-generated bugs.\\n\\nAI writes code faster than any human. But it also breaks things faster than any human.\\n\\nHere are the 7 skills AI still cannot replicate:\\n\\n1. Architectural reasoning: AI suggests textbook solutions. It doesn't know your company's hidden constraints, or regulatory requirements.\\n\\n2. Debugging distributed systems: AI was trained on static code. It has never experienced a race condition at 2am on a Friday.\\n\\n3. Understanding legacy code: AI sees messy code and wants to refactor it. A human engineer knows that messy code has survived for a reason.\\n\\n4. Translating business needs: When a stakeholder says \\\"make it faster\\\". AI starts coding. A human asks: \\\"How much are you willing to pay for that speed?\\\"\\n\\n5. Strategic Systems thinking: AI optimizes for today. Engineers think about the future. Who maintains 10,000 AI-generated test cases when the schema changes?\\n\\n6. Legal and ethical accountability: AI cannot be sued. You can. If you blindly accept AI code and it causes a data breach, you are liable. The engineer is the liability shield.\\n\\n7. Human connection: AI can suggest a fix during an outage. It cannot calm the room, make the call, or mentor the junior engineer who is watching.\\n\\nThe code is being automated. The engineering is not.\",\n        \"content\": {\n          \"images\": [\n            {\n              \"image\": [\n                {\n                  \"width\": 1218,\n                  \"height\": 1624,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_1280/B56ZwDCEi.JwAc-/0/1769577400917?e=1774483200&v=beta&t=PzdDIJbxFFtSk8RrxIsi5zLHBrC5HOQGt_3APDfNPBE\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 480,\n                  \"height\": 640,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_480/B56ZwDCEi.JwAs-/0/1769577400917?e=1774483200&v=beta&t=H0cxWLDJd0IbUM5ssu8z0HacvO5XCSvXjbQly8q6COI\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 160,\n                  \"height\": 213,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_160/B56ZwDCEi.JwAw-/0/1769577400917?e=1774483200&v=beta&t=UFwT9VjW6D-WqcYqBlt9_PH4FSoUnkbOoGR67H15S5E\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 800,\n                  \"height\": 1067,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_800/B56ZwDCEi.JwAg-/0/1769577400917?e=1774483200&v=beta&t=wdyBUl1fqe5ipH5UgZ1euoOgpPjczWFshe-BqZIoE54\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 1152,\n                  \"height\": 1536,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_2048_1536/B56ZwDCEi.JwAk-/0/1769577400918?e=1774483200&v=beta&t=WRMgb1i0TWzMVMHejs5JugefBLhGfWjSgiYgCdY9vLA\",\n                  \"expires_at\": 1774483200000\n                },\n                {\n                  \"width\": 20,\n                  \"height\": 27,\n                  \"url\": \"https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_20/B56ZwDCEi.JwAM-/0/1769577400918?e=1774483200&v=beta&t=33q66qCRPbr1v0Qy7-UWLSxDdbBlhuPk8H_THEj8wlk\",\n                  \"expires_at\": 1774483200000\n                }\n              ]\n            }\n          ],\n          \"video\": null,\n          \"document\": null,\n          \"article\": null,\n          \"celebration\": null,\n          \"poll\": null,\n          \"event\": null\n        },\n        \"activity\": {\n          \"num_likes\": 2899,\n          \"num_comments\": 109,\n          \"num_shares\": 94,\n          \"reaction_counts\": [\n            {\n              \"count\": 2560,\n              \"type\": \"LIKE\"\n            },\n            {\n              \"count\": 172,\n              \"type\": \"INTEREST\"\n            },\n            {\n              \"count\": 118,\n              \"type\": \"EMPATHY\"\n            },\n            {\n              \"count\": 25,\n              \"type\": \"APPRECIATION\"\n            },\n            {\n              \"count\": 23,\n              \"type\": \"PRAISE\"\n            },\n            {\n              \"count\": 1,\n              \"type\": \"ENTERTAINMENT\"\n            }\n          ]\n        },\n        \"author\": {\n          \"id\": \"279808191\",\n          \"urn\": \"ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8\",\n          \"url\": \"https://www.linkedin.com/in/gabag26\",\n          \"public_identifier\": \"gabag26\",\n          \"first_name\": \"Sahil\",\n          \"last_name\": \"Gaba\",\n          \"full_name\": \"Sahil Gaba\",\n          \"description\": \"Software Engineer at Google | Amazon\",\n          \"avatar\": [\n            {\n              \"width\": 100,\n              \"height\": 100,\n              \"url\": \"https://media.licdn.com/dms/image/v2/C\n... truncated ...\n\n请根据以上信息给出可直接运行的示例代码。")}>
      ✨ 复制给 AI
    </button>
  </div>
</div>


## OpenAPI

````yaml zh/linkedin.zh.openapi.json GET /v1/linkedin/get_user_posts
openapi: 3.0.1
info:
  title: LinkedIn API 中文文档
  description: LinkedIn API 的中文参考文档，包含接口用途、参数说明、响应状态和示例结构。
  version: 1.0.0
servers:
  - url: https://api.keyapi.ai
    description: Production
security:
  - JWT Bearer: []
tags: []
paths:
  /v1/linkedin/get_user_posts:
    get:
      tags: []
      summary: 获取用户帖子
      description: 获取LinkedIn用户发布的帖子
      parameters:
        - name: urn
          in: query
          description: 用户URN，可通过get_user_profile接口获取
          required: true
          example: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
          schema:
            type: string
        - name: page
          in: query
          description: 页码，默认为1
          required: false
          example: 1
          schema:
            type: integer
        - name: pagination_token
          in: query
          description: 分页token，从上一次响应获取
          required: false
          schema:
            type: string
            nullable: true
      responses:
        '200':
          description: 请求成功
          content:
            application/json:
              schema:
                type: object
                properties: {}
              example:
                code: 0
                message: success
                data:
                  pagination_token: >-
                    dXJuOmxpOmFjdGl2aXR5OjczMzU5MDcxMjM1Mzg2MDQwMzItMTc0OTAxNjU1Mjc4MA==
                  data:
                    - id: '7425403905477402624'
                      post_type: activity
                      text: >-
                        The best code I ever wrote at Google was code I deleted.


                        When I first started as a Software Engineer, I measured
                        my productivity by how much code I wrote.


                        More lines of code = more progress. Right?


                        Wrong.


                        At Google, I once spent 2 weeks building a feature. I
                        was handling edge cases, adding layers of logic, writing
                        helper functions.


                        During code review, a senior engineer looked at it and
                        said:


                        "This works. But half of this complexity is
                        unnecessary."


                        He showed me how a simpler approach could handle the
                        same requirements with far less code.


                        I ended up removing about 60% of what I had written. And
                        the system became faster, easier to read, and easier to
                        maintain.


                        That's when I learned something counterintuitive:


                        Writing code is easy. Knowing what to remove takes
                        experience.


                        Junior engineers add code to solve problems. Senior
                        engineers remove code to solve problems.


                        The feature you didn't build will never break. 

                        The line you didn't write will never need debugging. 

                        The system you kept simple will never keep you up at
                        night.


                        Every line of code you write is a line of code someone
                        else has to understand, maintain, and eventually fix.


                        Your job as a Software Engineer is not to write code.
                        Your job is to solve problems. And sometimes the best
                        solution is less code, not more.
                      content:
                        images:
                          - image:
                              - width: 1280
                                height: 1280
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_1280/B56ZwxVgTOHUAc-/0/1770354247370?e=1774483200&v=beta&t=BjYZk9AuiKzbeaGOFfZbqFCVNhkQZkV0dlRZKWJhMqw
                                expires_at: 1774483200000
                              - width: 480
                                height: 480
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_480/B56ZwxVgTOHUAs-/0/1770354247370?e=1774483200&v=beta&t=FzKK6ig2KoNT899Ecut8CsN0YhenYyBEA1iMyi0BS-c
                                expires_at: 1774483200000
                              - width: 800
                                height: 800
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_800/B56ZwxVgTOHUAg-/0/1770354247370?e=1774483200&v=beta&t=eWHeHosq3KrePc1z7MU1YlJXS_GOknH7gOZDsL5Zfwg
                                expires_at: 1774483200000
                              - width: 160
                                height: 160
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_160/B56ZwxVgTOHUAw-/0/1770354247370?e=1774483200&v=beta&t=30xnh1bP8NA9oU02_vqOqM8rlgfT3g5j6qCPk2j0o78
                                expires_at: 1774483200000
                              - width: 1536
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_2048_1536/B56ZwxVgTOHUAk-/0/1770354247370?e=1774483200&v=beta&t=e1dFiXq_xBtyt-15gStESwecLvUXKJyPg3yuSGssf6Q
                                expires_at: 1774483200000
                              - width: 20
                                height: 20
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG5dqhpXA961A/feedshare-shrink_20/B56ZwxVgTOHUAM-/0/1770354247370?e=1774483200&v=beta&t=j5waoWdUkk9RCJNMAWUx4L9mrOdvdfYXGsvN0NbBJJo
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 3125
                        num_comments: 99
                        num_shares: 37
                        reaction_counts:
                          - count: 2821
                            type: LIKE
                          - count: 142
                            type: INTEREST
                          - count: 119
                            type: EMPATHY
                          - count: 25
                            type: PRAISE
                          - count: 17
                            type: APPRECIATION
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2026-02-12T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7425403905477402624
                      share_urn: urn:li:share:7425403902470205440
                    - id: '7422145576353361920'
                      post_type: activity
                      text: >-
                        AI replaced 80% of coding. Only 7 skills are left.


                        And I'm not worried. Here's why.


                        72% of companies are now dealing with production
                        incidents caused by AI-generated bugs.


                        AI writes code faster than any human. But it also breaks
                        things faster than any human.


                        Here are the 7 skills AI still cannot replicate:


                        1. Architectural reasoning: AI suggests textbook
                        solutions. It doesn't know your company's hidden
                        constraints, or regulatory requirements.


                        2. Debugging distributed systems: AI was trained on
                        static code. It has never experienced a race condition
                        at 2am on a Friday.


                        3. Understanding legacy code: AI sees messy code and
                        wants to refactor it. A human engineer knows that messy
                        code has survived for a reason.


                        4. Translating business needs: When a stakeholder says
                        "make it faster". AI starts coding. A human asks: "How
                        much are you willing to pay for that speed?"


                        5. Strategic Systems thinking: AI optimizes for today.
                        Engineers think about the future. Who maintains 10,000
                        AI-generated test cases when the schema changes?


                        6. Legal and ethical accountability: AI cannot be sued.
                        You can. If you blindly accept AI code and it causes a
                        data breach, you are liable. The engineer is the
                        liability shield.


                        7. Human connection: AI can suggest a fix during an
                        outage. It cannot calm the room, make the call, or
                        mentor the junior engineer who is watching.


                        The code is being automated. The engineering is not.
                      content:
                        images:
                          - image:
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_1280/B56ZwDCEi.JwAc-/0/1769577400917?e=1774483200&v=beta&t=PzdDIJbxFFtSk8RrxIsi5zLHBrC5HOQGt_3APDfNPBE
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_480/B56ZwDCEi.JwAs-/0/1769577400917?e=1774483200&v=beta&t=H0cxWLDJd0IbUM5ssu8z0HacvO5XCSvXjbQly8q6COI
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_160/B56ZwDCEi.JwAw-/0/1769577400917?e=1774483200&v=beta&t=UFwT9VjW6D-WqcYqBlt9_PH4FSoUnkbOoGR67H15S5E
                                expires_at: 1774483200000
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_800/B56ZwDCEi.JwAg-/0/1769577400917?e=1774483200&v=beta&t=wdyBUl1fqe5ipH5UgZ1euoOgpPjczWFshe-BqZIoE54
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_2048_1536/B56ZwDCEi.JwAk-/0/1769577400918?e=1774483200&v=beta&t=WRMgb1i0TWzMVMHejs5JugefBLhGfWjSgiYgCdY9vLA
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEec1oy7AZLQg/feedshare-shrink_20/B56ZwDCEi.JwAM-/0/1769577400918?e=1774483200&v=beta&t=33q66qCRPbr1v0Qy7-UWLSxDdbBlhuPk8H_THEj8wlk
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 2899
                        num_comments: 109
                        num_shares: 94
                        reaction_counts:
                          - count: 2560
                            type: LIKE
                          - count: 172
                            type: INTEREST
                          - count: 118
                            type: EMPATHY
                          - count: 25
                            type: APPRECIATION
                          - count: 23
                            type: PRAISE
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2026-02-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7422145576353361920
                      share_urn: urn:li:share:7422145573425709057
                    - id: '7408013480735416320'
                      post_type: activity
                      text: >-
                        2025 was all about Agentic AI. But 2026 is going to be
                        different.


                        In 2025, we saw Agentic AI take over. AI agents could
                        plan, execute tasks, and make decisions on our behalf.


                        But there was a fundamental limitation. These agents
                        relied almost entirely on text. 


                        They read documents, analyzed data, and generated
                        responses; all through written language.


                        But humans don't work that way.


                        When you make a decision, you don't just read text. You
                        look around. You observe. You process visual information
                        constantly.


                        This is where Gemini 3 changed everything.


                        Gemini 3 showcased powerful multimodal capabilities that
                        feel closer to how we actually solve problems. 


                        Point your camera at something, and it understands. Show
                        it a diagram, and it analyzes. This is AI that sees, not
                        just reads.


                        And Google knows where this is heading. Their plan to
                        launch Smart Glasses in 2026 isn't a coincidence.


                        2026 will be the year of Multimodal AI.


                        If you want to stay ahead of this shift, check out
                        NVIDIA's 'Generative AI Multimodal' certificate. 


                        It'll help you master these new capabilities and serve
                        as proof of your skills to future employers.


                        NVIDIA is running a promotion right now where all
                        certifications are 50% off. Check it out here:
                        https://nvda.ws/3My7AD9
                      content:
                        images:
                          - image:
                              - width: 20
                                height: 26
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGX1O4y9ckbRA/feedshare-shrink_20/B56Zs6NAKpGgA0-/0/1766208046289?e=1774483200&v=beta&t=YO6fGWw4SjVwex-SF-OnDJ_4lz-jZGE7KXbOw1mc8qM
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGX1O4y9ckbRA/feedshare-shrink_160/B56Zs6NAKpGgAc-/0/1766208046289?e=1774483200&v=beta&t=XecejewsVGIOmXeIGLDEVAhIfTdPUeAueYIciSB6QfA
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGX1O4y9ckbRA/feedshare-shrink_1280/B56Zs6NAKpGgAs-/0/1766208046289?e=1774483200&v=beta&t=nAhqBahzxJnwB7YkSUGGfxfLmrh67Pl2sNzqlBY7Hng
                                expires_at: 1774483200000
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGX1O4y9ckbRA/feedshare-shrink_800/B56Zs6NAKpGgAg-/0/1766208046262?e=1774483200&v=beta&t=yQ2-ZFKsVdtRtOYC3OZlwTK7k_hdCS2SxEDlYLMGRaY
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGX1O4y9ckbRA/feedshare-shrink_2048_1536/B56Zs6NAKpGgAw-/0/1766208046325?e=1774483200&v=beta&t=Ki4f8u4yzewFh3anfmP9VUR9ry-EMdXtz9qZU_CnBG4
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGX1O4y9ckbRA/feedshare-shrink_480/B56Zs6NAKpGgAY-/0/1766208046262?e=1774483200&v=beta&t=dIAzw2gq_yTBzzwkK0GmJUNz-eHVm797cYJhI01X6R0
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 886
                        num_comments: 42
                        num_shares: 14
                        reaction_counts:
                          - count: 816
                            type: LIKE
                          - count: 36
                            type: INTEREST
                          - count: 26
                            type: EMPATHY
                          - count: 6
                            type: APPRECIATION
                          - count: 1
                            type: ENTERTAINMENT
                          - count: 1
                            type: PRAISE
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2026-01-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7408013480735416320
                      share_urn: urn:li:share:7408013478021697536
                    - id: '7397126194053308416'
                      post_type: activity
                      text: >-
                        I improved ChatGPT's responses by 2x with just 7 words.
                        I've been using ChatGPT wrong this whole time.


                        For the past 2 years, I've been asking ChatGPT questions
                        the same way everyone else does.


                        "Write me a joke about coffee."

                        "Explain machine learning."

                        "Help me debug this code."


                        And every time, I got the same boring, predictable
                        responses. Then I read a Stanford research paper that
                        changed everything.


                        When researchers trained ChatGPT to be "helpful," they
                        accidentally taught it to be boring. Here's why:


                        Human reviewers consistently preferred familiar, safe
                        answers over creative ones. Even when both answers were
                        correct, they picked the predictable option.


                        ChatGPT learned to play it safe. Always give the most
                        typical answer. Never take risks. But there’s a simple
                        fix.


                        Instead of asking: "Tell me a joke about coffee"


                        Ask: "Tell me a joke about coffee. Generate 5 jokes and
                        their corresponding probabilities"


                        Those 7 extra words change everything. The Stanford
                        paper called this “Verbalized Sampling”.


                        Instead of "Write a Python function," I asked for "2
                        different approaches with trade-offs"

                        Instead of "Explain this concept," I asked for "3
                        explanations at different complexity levels"

                        Instead of "Give me advice," I asked for "multiple
                        perspectives with their assumptions"


                        Here's what I learned: The best way to get better
                        answers isn't to find better AI. It's to ask better
                        questions.


                        If you want to learn how to ask better questions, check
                        out this Prompt Engineering for ChatGPT course on
                        Coursera: https://lnkd.in/gMq4nzBx 


                        This course will teach you more than 10 different prompt
                        patterns including Chain of thought pattern and Few-shot
                        pattern.


                        We spent decades teaching computers to understand us.
                        Now it's time we learn how to talk to them.


                        Get Coursera Plus for 40% OFF 3 months:
                        https://lnkd.in/gATagZiY
                      content:
                        images:
                          - image:
                              - width: 1153
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQESuKCsCFWwwA/feedshare-shrink_2048_1536/B56ZqffE1zJkAw-/0/1763612315840?e=1774483200&v=beta&t=0yx2_zEVXFLpz6VWBuM7CXcvYVTxc6G0yXntJCmOI_Y
                                expires_at: 1774483200000
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQESuKCsCFWwwA/feedshare-shrink_800/B56ZqffE1zJkAg-/0/1763612315638?e=1774483200&v=beta&t=jt5tTy4pcSG8eCMbw9Tg9Cih5BfWhcNXh7_Jug5zMiI
                                expires_at: 1774483200000
                              - width: 480
                                height: 639
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQESuKCsCFWwwA/feedshare-shrink_480/B56ZqffE1zJkAY-/0/1763612315638?e=1774483200&v=beta&t=pTDb2uKKj8mygj7uIK1OE7VdGxpqAjxnx2NT5e842wM
                                expires_at: 1774483200000
                              - width: 1168
                                height: 1556
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQESuKCsCFWwwA/feedshare-shrink_1280/B56ZqffE1zJkAs-/0/1763612315712?e=1774483200&v=beta&t=Etsx6orB_p4w4RF77B4S54d9moO_ctcfxDzHUD8h6xQ
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQESuKCsCFWwwA/feedshare-shrink_160/B56ZqffE1zJkAc-/0/1763612315638?e=1774483200&v=beta&t=b5sMa0t5WU-I3FNyHaxeJFn47mJ8Qevw0Xg2bhiaEFc
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQESuKCsCFWwwA/feedshare-shrink_20/B56ZqffE1zJkA0-/0/1763612315712?e=1774483200&v=beta&t=xlh0mEyDUDR7k_bGf4ZOvnliEmVAL5MnuOetzK6El2g
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1253
                        num_comments: 46
                        num_shares: 23
                        reaction_counts:
                          - count: 1136
                            type: LIKE
                          - count: 66
                            type: INTEREST
                          - count: 36
                            type: EMPATHY
                          - count: 9
                            type: PRAISE
                          - count: 6
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-12-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7397126194053308416
                      share_urn: urn:li:share:7397126192451108864
                    - id: '7387365064757952512'
                      post_type: activity
                      text: >-
                        My resume got rejected 500+ times. Then I added two
                        company logos, and everything changed.


                        Before Amazon and Google, my resume would barely get
                        past the recruiters. 


                        The same resume with just two new logos now lands me
                        interviews almost everywhere.


                        Same person. Same skills. Same talent. Different
                        response.


                        Here's the irony: 


                        When I needed a chance the most, I couldn't get one. Now
                        that I don't need chances, I get them everywhere.


                        If someone had taken a chance on me before Amazon, I
                        would have worked twice as hard for half the pay.


                        Most people are more than the bullet points on their
                        resume. Most talent exists beyond the big tech logos.


                        Sometimes the best employees aren't the ones with the
                        perfect resume. They're the ones who just need someone
                        to believe in them first.


                        The next time you're hiring, take a chance on someone
                        without the fancy names.
                      content:
                        images:
                          - image:
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEdzJP2LETS6w/feedshare-shrink_20/B56ZoUxYYrJoA0-/0/1761285081238?e=1774483200&v=beta&t=cgWpFPueYfLpGeWKBZzQcMMn_uXNnRjm6cuhvrA9Hfk
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEdzJP2LETS6w/feedshare-shrink_1280/B56ZoUxYYrJoAs-/0/1761285081238?e=1774483200&v=beta&t=7VFTIcqR_wHO1IjBNw-3idtTld3kYnVaWLzFdIgMGzs
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEdzJP2LETS6w/feedshare-shrink_160/B56ZoUxYYrJoAc-/0/1761285081238?e=1774483200&v=beta&t=nTmlafX3bLL-Z-KcwVpqM6i7VKW0G2lkVThG2Xxy8qE
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEdzJP2LETS6w/feedshare-shrink_480/B56ZoUxYYrJoAY-/0/1761285081232?e=1774483200&v=beta&t=ow4gJiVl7spcU2XMv_w4p6jUow8MWhp8JNY7d91Wr28
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEdzJP2LETS6w/feedshare-shrink_2048_1536/B56ZoUxYYrJoAw-/0/1761285081377?e=1774483200&v=beta&t=hOXFrcLOUB88Z8O2UDOkXJO2tndX8FXQleEWH2LLfJE
                                expires_at: 1774483200000
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEdzJP2LETS6w/feedshare-shrink_800/B56ZoUxYYrJoAg-/0/1761285081232?e=1774483200&v=beta&t=L8HNVjasDxi4Nz9dAljYweCJ3nP9lhK8B_VJ4BGGmjg
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 4097
                        num_comments: 132
                        num_shares: 39
                        reaction_counts:
                          - count: 3601
                            type: LIKE
                          - count: 272
                            type: EMPATHY
                          - count: 140
                            type: APPRECIATION
                          - count: 49
                            type: PRAISE
                          - count: 33
                            type: INTEREST
                          - count: 2
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-11-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7387365064757952512
                      share_urn: urn:li:share:7387365063646621696
                    - id: '7379978163059208192'
                      post_type: activity
                      text: >-
                        The feeling of being "not ready" never goes away.


                        When I joined Amazon, I barely understood Git.


                        My first Amazon project was in Python. I had never
                        written Python before.


                        At Google, most of my work was in C++. I couldn't
                        program in C++ when I joined.


                        Now, Generative AI is everywhere. And that same feeling
                        is back.


                        Everyone seems to be talking about LLMs, RAG systems,
                        fine-tuning, and vector databases.


                        It's a huge opportunity. And it's easy to feel like
                        you're already behind.


                        But here's what I've learned after 8 years in tech:


                        You don't need to be an expert to start. You just need
                        to be willing to learn.


                        Sometimes the best way to start is with structured
                        knowledge from people who've already figured it out.


                        That's why I'm checking out NVIDIA's webinar on October
                        7th to learn about their new professional certifications
                        on Generative AI LLMs and Agentic AI.


                        And here's the best part: it doesn’t cost a thing. 


                        Not only that, you’ll also get an exclusive promo code
                        for the certification exam in this webinar.


                        Sign up for the FREE webinar here:
                        https://nvda.ws/4mR0ohV


                        The best time to learn AI was a year ago. The next best
                        time is now.
                      content:
                        images:
                          - image:
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_800/B56ZmrzB3EI0Ag-/0/1759523906725?e=1774483200&v=beta&t=Qe70znOqbgwOG5PH3EOB3AlIak33ShqJ2oe_kst55cg
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_2048_1536/B56ZmrzB3EI0Aw-/0/1759523906792?e=1774483200&v=beta&t=HMaSlBAlXfeUWAUd0D15PQ_65ItqY0Dcl-Y37fGcl1w
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_480/B56ZmrzB3EI0AY-/0/1759523906725?e=1774483200&v=beta&t=7AWNLf0u4SBUtaLr2SzoktFDFLUamRoGknCArRUVDYk
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_160/B56ZmrzB3EI0Ac-/0/1759523906725?e=1774483200&v=beta&t=aWxyGyJQdN-ZlQSe1KKFkrvti7EX0sKArzMZ7lhh8a0
                                expires_at: 1774483200000
                              - width: 1280
                                height: 1706
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_1280/B56ZmrzB3EI0As-/0/1759523906780?e=1774483200&v=beta&t=cCKEUnKZIHnFKBuZYKZa8MPI8_cHnrWl6WS6nW4GirQ
                                expires_at: 1774483200000
                              - width: 20
                                height: 26
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_20/B56ZmrzB3EI0A0-/0/1759523906780?e=1774483200&v=beta&t=SIA8jQYgjdfRSHxRmhmuGkVVDk6CKmAGGRMFUQtDKQs
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1634
                        num_comments: 33
                        num_shares: 15
                        reaction_counts:
                          - count: 1508
                            type: LIKE
                          - count: 74
                            type: EMPATHY
                          - count: 37
                            type: INTEREST
                          - count: 10
                            type: PRAISE
                          - count: 5
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-10-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7381163753402392576
                      share_urn: urn:li:share:7379978161909923840
                    - id: '7379978163059208192'
                      post_type: activity
                      text: >-
                        The feeling of being "not ready" never goes away.


                        When I joined Amazon, I barely understood Git.


                        My first Amazon project was in Python. I had never
                        written Python before.


                        At Google, most of my work was in C++. I couldn't
                        program in C++ when I joined.


                        Now, Generative AI is everywhere. And that same feeling
                        is back.


                        Everyone seems to be talking about LLMs, RAG systems,
                        fine-tuning, and vector databases.


                        It's a huge opportunity. And it's easy to feel like
                        you're already behind.


                        But here's what I've learned after 8 years in tech:


                        You don't need to be an expert to start. You just need
                        to be willing to learn.


                        Sometimes the best way to start is with structured
                        knowledge from people who've already figured it out.


                        That's why I'm checking out NVIDIA's webinar on October
                        7th to learn about their new professional certifications
                        on Generative AI LLMs and Agentic AI.


                        And here's the best part: it doesn’t cost a thing. 


                        Not only that, you’ll also get an exclusive promo code
                        for the certification exam in this webinar.


                        Sign up for the FREE webinar here:
                        https://nvda.ws/4mR0ohV


                        The best time to learn AI was a year ago. The next best
                        time is now.
                      content:
                        images:
                          - image:
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_800/B56ZmrzB3EI0Ag-/0/1759523906725?e=1774483200&v=beta&t=Qe70znOqbgwOG5PH3EOB3AlIak33ShqJ2oe_kst55cg
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_2048_1536/B56ZmrzB3EI0Aw-/0/1759523906792?e=1774483200&v=beta&t=HMaSlBAlXfeUWAUd0D15PQ_65ItqY0Dcl-Y37fGcl1w
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_480/B56ZmrzB3EI0AY-/0/1759523906725?e=1774483200&v=beta&t=7AWNLf0u4SBUtaLr2SzoktFDFLUamRoGknCArRUVDYk
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_160/B56ZmrzB3EI0Ac-/0/1759523906725?e=1774483200&v=beta&t=aWxyGyJQdN-ZlQSe1KKFkrvti7EX0sKArzMZ7lhh8a0
                                expires_at: 1774483200000
                              - width: 1280
                                height: 1706
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_1280/B56ZmrzB3EI0As-/0/1759523906780?e=1774483200&v=beta&t=cCKEUnKZIHnFKBuZYKZa8MPI8_cHnrWl6WS6nW4GirQ
                                expires_at: 1774483200000
                              - width: 20
                                height: 26
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEGtc1Blo5-ug/feedshare-shrink_20/B56ZmrzB3EI0A0-/0/1759523906780?e=1774483200&v=beta&t=SIA8jQYgjdfRSHxRmhmuGkVVDk6CKmAGGRMFUQtDKQs
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1634
                        num_comments: 33
                        num_shares: 15
                        reaction_counts:
                          - count: 1508
                            type: LIKE
                          - count: 74
                            type: EMPATHY
                          - count: 37
                            type: INTEREST
                          - count: 10
                            type: PRAISE
                          - count: 5
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-10-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7379978163059208192
                      share_urn: urn:li:share:7379978161909923840
                    - id: '7379006980964798464'
                      post_type: activity
                      text: >-
                        I got rejected. And it was my best interview experience
                        ever.


                        The process was unlike anything I'd seen before. 


                        No LeetCode-style questions in sight. Instead, all the
                        interviews were pair programming sessions.


                        The interviewers and I took turns writing functions,
                        building something together. It was refreshing,
                        challenging, and dare I say... fun?


                        But that's not the only thing that made this interview
                        experience special.


                        After they decided not to move forward with me, the
                        recruiter actually called to give detailed feedback. 


                        Imagine that - a company that values your time enough to
                        tell you why things didn't work out.


                        Let me be clear: If your interview process doesn't
                        include giving feedback, it's broken. Period.


                        The minimum you can do when someone invests hours in
                        your process is to invest 15 minutes in helping them
                        grow.
                      content:
                        images:
                          - image:
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG9tLHSroXehA/feedshare-shrink_480/B56Zmd_vokJwAY-/0/1759292358943?e=1774483200&v=beta&t=14P4pH1APBwj0ZgkgdCbobhhhhgb0tT7q1tfpU0TvVw
                                expires_at: 1774483200000
                              - width: 20
                                height: 26
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG9tLHSroXehA/feedshare-shrink_20/B56Zmd_vokJwA0-/0/1759292358943?e=1774483200&v=beta&t=yc_FEsPpJe6C4p-XQID2mVrAfsMnusmXTElwUoz_Umg
                                expires_at: 1774483200000
                              - width: 1280
                                height: 1706
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG9tLHSroXehA/feedshare-shrink_1280/B56Zmd_vokJwAs-/0/1759292359042?e=1774483200&v=beta&t=iwYoJ-EmdP5bDvjp1iIENNJDmghwyt-PvI6fc-IlXxs
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG9tLHSroXehA/feedshare-shrink_160/B56Zmd_vokJwAc-/0/1759292358943?e=1774483200&v=beta&t=q_1rkKxHRgZoo4Rdkh9CJKN2Ox7VXR-2ZocsGcHcKqU
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG9tLHSroXehA/feedshare-shrink_2048_1536/B56Zmd_vokJwAw-/0/1759292358951?e=1774483200&v=beta&t=SL-6G2W8S0gBiXFbmErkMlhBLyVDIxGkSeOFg9jc_sk
                                expires_at: 1774483200000
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQG9tLHSroXehA/feedshare-shrink_800/B56Zmd_vokJwAg-/0/1759292359042?e=1774483200&v=beta&t=awODjZQLvR3Cx-KEbUw8YTLXlqaX6n4boGB857qwk38
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 2211
                        num_comments: 62
                        num_shares: 11
                        reaction_counts:
                          - count: 2042
                            type: LIKE
                          - count: 87
                            type: EMPATHY
                          - count: 47
                            type: PRAISE
                          - count: 23
                            type: APPRECIATION
                          - count: 11
                            type: INTEREST
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-10-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7379006980964798464
                      share_urn: urn:li:share:7379006979891130368
                    - id: '7376463540523753472'
                      post_type: activity
                      text: >-
                        It takes me exactly 21 days to prepare for coding
                        interviews.


                        I have a simple system: 100 problems in 3 weeks.


                        Five problems every day. No more, no less.


                        It might sound like a lot, but there's a method to this
                        madness.


                        I stick to Python for all my interview prep. No complex
                        syntax. No extra boilerplate code. Just pure
                        problem-solving in its simplest form.


                        Most of my practice comes from popular interview
                        questions. After years in tech, these problems start to
                        feel familiar. Different companies often ask variations
                        of the same questions.


                        But here's what really makes the difference.


                        In my 7 years as a software engineer, I've failed more
                        than 100 interviews. Those 100 failures have taught me
                        more than 1000 practice problems could.


                        I don't need mock interviews anymore. My real interview
                        experiences have been the best teachers.


                        Experience is the best interview prep you can't buy.
                      content:
                        images:
                          - image:
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFmpBLlhwncIA/feedshare-shrink_480/B56Zl52gAJJsAY-/0/1758685954812?e=1774483200&v=beta&t=-EnUVK8FHvL6oZimbC1pChtNSWD22b28CLAfs5b74Wo
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFmpBLlhwncIA/feedshare-shrink_1280/B56Zl52gAJJsAs-/0/1758685954812?e=1774483200&v=beta&t=7dVBWYyQWdPIXlqt8RbgfP0LTDv1FXqkq1DkUj4qNWM
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFmpBLlhwncIA/feedshare-shrink_160/B56Zl52gAJJsAc-/0/1758685954812?e=1774483200&v=beta&t=Bk4-ZGlr50Uw-iaq7V8vOP1A-cLpfezgIYAsjo55vdQ
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFmpBLlhwncIA/feedshare-shrink_20/B56Zl52gAJJsA0-/0/1758685954760?e=1774483200&v=beta&t=jwWhsYGRkP4XQS_VinvrboBEB_jV_2vFY28ksxdg9VU
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFmpBLlhwncIA/feedshare-shrink_2048_1536/B56Zl52gAJJsAw-/0/1758685954939?e=1774483200&v=beta&t=9-etfSA3h696FIyrbXVX8jsssbC7bV3NEBQ3AKorNUA
                                expires_at: 1774483200000
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFmpBLlhwncIA/feedshare-shrink_800/B56Zl52gAJJsAg-/0/1758685954760?e=1774483200&v=beta&t=dJNM7rKbuj72zMFcUbHTmlpYbbmA3DFRZ4T37T1qtQM
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 2701
                        num_comments: 67
                        num_shares: 19
                        reaction_counts:
                          - count: 2495
                            type: LIKE
                          - count: 105
                            type: EMPATHY
                          - count: 58
                            type: PRAISE
                          - count: 27
                            type: INTEREST
                          - count: 16
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-10-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7376463540523753472
                      share_urn: urn:li:share:7376463539458396161
                    - id: '7364518274262315008'
                      post_type: activity
                      text: >-
                        This is the resume that got me into Google.


                        Here are a few things to keep in mind when writing your
                        resume:


                        Most people will not read your full resume. Make the
                        first few sentences count.


                        When talking about your projects, answer 3 questions:
                        What did you do, How did you do it and What was the
                        impact?


                        For a quick overview of your profile, write a separate
                        'Skills' section.


                        Use simple easy to understand language. Don't use words
                        like 'spearheaded' or 'championed'. I have made this
                        mistake in my own resume.


                        You can write an 'Interests' section if you want to help
                        interviewers find ice breakers.


                        Keep it short and sweet. One page is enough.


                        If I could tell you only one thing about Resumes, it
                        would be this:


                        Resumes are not just written. Resumes are built over
                        time. So, take your time to build a resume that will get
                        you your 'big break'. Good luck!


                        #LifeAtGoogle #Resume #SoftwareEngineering
                      content:
                        images:
                          - image:
                              - width: 160
                                height: 226
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEa9jCFmv4rtg/feedshare-shrink_160/B56ZjQGWJmH8Ak-/0/1755837981894?e=1774483200&v=beta&t=0chb5n0EF1XN9NPgm01p9i85mTpMKKl8CS6--_AlF_0
                                expires_at: 1774483200000
                              - width: 20
                                height: 28
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEa9jCFmv4rtg/feedshare-shrink_20/B56ZjQGWJmH8A8-/0/1755837981895?e=1774483200&v=beta&t=--6w58J2xLE6Sv6gzHS2HQKIVI1x9HL5rgHGUXo6pyo
                                expires_at: 1774483200000
                              - width: 480
                                height: 678
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEa9jCFmv4rtg/feedshare-shrink_480/B56ZjQGWJmH8Ag-/0/1755837981895?e=1774483200&v=beta&t=HX64rnpEaI834CxjpJ_T3ds8-Ftq8CzsFXBjpC6Tfqo
                                expires_at: 1774483200000
                              - width: 596
                                height: 842
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEa9jCFmv4rtg/feedshare-shrink_2048_1536/B56ZjQGWJmH8A4-/0/1755837981956?e=1774483200&v=beta&t=4nyxUb6f0Nh13Ir5Xg0Pdl18wXv3wNtELtBJRCwV6XI
                                expires_at: 1774483200000
                              - width: 596
                                height: 842
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEa9jCFmv4rtg/feedshare-shrink_1280/B56ZjQGWJmH8A0-/0/1755837981854?e=1774483200&v=beta&t=O7Dblfq7YTpSu67ISeK79rJGtA93aBG2boYyIXs84KA
                                expires_at: 1774483200000
                              - width: 596
                                height: 842
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEa9jCFmv4rtg/feedshare-shrink_800/B56ZjQGWJmH8Ao-/0/1755837981854?e=1774483200&v=beta&t=KlFhvFfVH0IQO6PyRvFgWhWMEFN0IrF3bdhahusBJPQ
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 2421
                        num_comments: 93
                        num_shares: 23
                        reaction_counts:
                          - count: 2285
                            type: LIKE
                          - count: 58
                            type: EMPATHY
                          - count: 56
                            type: INTEREST
                          - count: 11
                            type: APPRECIATION
                          - count: 10
                            type: PRAISE
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-09-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7364518274262315008
                      share_urn: urn:li:share:7364518271842250752
                    - id: '7363062677750890496'
                      post_type: activity
                      text: >-
                        8 years ago, I wrote my first "Hello, World!". Here's
                        what I wish I knew when I started:


                        1. Your first job matters less than you think


                        I spent months trying to get into FAANG. But my growth
                        really started at a small fintech company where I could
                        make mistakes and learn rapidly.


                        2. Learn the fundamentals, not the frameworks


                        React, Angular, Vue... frameworks come and go. But data
                        structures, algorithms, and system design principles
                        stay forever.


                        3. Code reviews are gold mines


                        I used to hate when senior engineers pointed out flaws
                        in my code. Now I realize every comment was a free
                        masterclass in writing better code.


                        4. You don't need to know everything


                        I've built features in languages I'd never used before.
                        What matters is knowing how to learn, not knowing
                        everything.


                        5. Career growth isn't linear


                        My salary multiplied 8x in 8 years. But the graph looks
                        more like stairs than a straight line. The biggest jumps
                        came from taking calculated risks.


                        6. Imposter syndrome never goes away


                        It just evolves. From "I don't know if I deserve to be
                        here" to "I don't know if I can lead this project".


                        7. Your network is your net worth


                        The mock interviews that got me my dream job, they came
                        from people I'd helped two years earlier.


                        8. Time spent learning is never wasted


                        Every rejected application taught me something. Every
                        failed interview made me stronger. Every bug I fixed
                        made me better.


                        In tech, yesterday's breakthrough is tomorrow's legacy
                        code. Your ability to adapt matters more than your
                        ability to code.


                        The best engineers aren't the ones who know everything.
                        They're the ones who are willing to learn anything.
                      content:
                        images:
                          - image:
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGhDzKr2l9NQw/feedshare-shrink_800/B56Zi7afCmHUAo-/0/1755490940631?e=1774483200&v=beta&t=8LlrClkg688Weij1tZeHnFq9ysVp-pMlX85l1FlzNhU
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGhDzKr2l9NQw/feedshare-shrink_1280/B56Zi7afCmHUAs-/0/1755490940631?e=1774483200&v=beta&t=0GROyEYQrBMeor5NLMXUFqwLiu_hez6MtLAK4sdkcUY
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGhDzKr2l9NQw/feedshare-shrink_20/B56Zi7afCmHUA4-/0/1755490940631?e=1774483200&v=beta&t=30RpIsgO-tsDkevJA8NpOckAO4xfFO-MSF5om03RoSY
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGhDzKr2l9NQw/feedshare-shrink_480/B56Zi7afCmHUAg-/0/1755490940263?e=1774483200&v=beta&t=katPffITdjL2GBRpuRkulzMRATACJru-bHo1sco3S8M
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGhDzKr2l9NQw/feedshare-shrink_2048_1536/B56Zi7afCmHUAw-/0/1755490940784?e=1774483200&v=beta&t=fRHO5hwvm-GjIphyPVBkJHbtgMEGY7Pxd4xJ6YpVUsM
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGhDzKr2l9NQw/feedshare-shrink_160/B56Zi7afCmHUAk-/0/1755490940263?e=1774483200&v=beta&t=TEY9DMNFVUL5kU-Q0r1wfZxgot4Z0cdoitndHnClVjk
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 3232
                        num_comments: 189
                        num_shares: 41
                        reaction_counts:
                          - count: 2878
                            type: LIKE
                          - count: 162
                            type: EMPATHY
                          - count: 125
                            type: INTEREST
                          - count: 47
                            type: PRAISE
                          - count: 20
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-09-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7363062677750890496
                      share_urn: urn:li:share:7363062676626800640
                    - id: '7356200552495493120'
                      post_type: activity
                      text: >-
                        Your 'clean' code is actually technical debt.


                        As engineers, we worship clean code and elegant
                        solutions. We spend hours perfecting our algorithms and
                        optimizing our functions.


                        But here's the truth: 


                        Your perfectly written code is useless if no one
                        understands it. I learned this the hard way. 


                        I once spent 2 weeks trying to understand a critical
                        piece of code that had zero documentation. The engineer
                        who wrote it left the company 3 years ago.


                        The code was technically perfect. But without context,
                        it was just a puzzle that wasted everyone's time.


                        Great documentation:

                        • Explains the 'why' behind the code

                        • Helps new team members onboard faster

                        • Saves countless hours of reverse engineering

                        • Makes code reviews more meaningful

                        • Prevents the same mistakes from being repeated


                        Your code speaks to computers. Your documentation speaks
                        to humans. 


                        And last time I checked, humans are still the ones
                        writing the code.
                      content:
                        images:
                          - image:
                              - width: 1280
                                height: 1280
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQH-fqiljn_LVQ/feedshare-shrink_1280/B4DZhZ5axaHsAo-/0/1753854882526?e=1774483200&v=beta&t=E1CWLXFkFK2afLhRMsXEL1PSxbDBKXNC2FD9L59c4xs
                                expires_at: 1774483200000
                              - width: 20
                                height: 20
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQH-fqiljn_LVQ/feedshare-shrink_20/B4DZhZ5axaHsA0-/0/1753854882526?e=1774483200&v=beta&t=NqJAnWx6gfbkFPtMUqE-XqfuxJspFVsO-qsUcV0tdAY
                                expires_at: 1774483200000
                              - width: 480
                                height: 480
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQH-fqiljn_LVQ/feedshare-shrink_480/B4DZhZ5axaHsAc-/0/1753854882526?e=1774483200&v=beta&t=1wT2XPkFSb7z1xtGKmCFCA68Fovxvp-vE7Cyrcp1Urk
                                expires_at: 1774483200000
                              - width: 1536
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQH-fqiljn_LVQ/feedshare-shrink_2048_1536/B4DZhZ5axaHsAs-/0/1753854882643?e=1774483200&v=beta&t=MAbNEqX5uULX44i7clIWHpHOUqMB9lWK8CFggJ28734
                                expires_at: 1774483200000
                              - width: 160
                                height: 160
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQH-fqiljn_LVQ/feedshare-shrink_160/B4DZhZ5axaHsAg-/0/1753854882152?e=1774483200&v=beta&t=dmIxJAgkf_F2Gst-9kzdALQgtywsywZdsLkWcLcm_og
                                expires_at: 1774483200000
                              - width: 800
                                height: 800
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQH-fqiljn_LVQ/feedshare-shrink_800/B4DZhZ5axaHsAk-/0/1753854882152?e=1774483200&v=beta&t=ydFXHWVUcRVbQ0rbl-_a4oUQYQocj8a7NmdFRSi4Lzo
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 2174
                        num_comments: 178
                        num_shares: 31
                        reaction_counts:
                          - count: 2010
                            type: LIKE
                          - count: 75
                            type: INTEREST
                          - count: 67
                            type: EMPATHY
                          - count: 12
                            type: APPRECIATION
                          - count: 9
                            type: PRAISE
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-08-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7356200552495493120
                      share_urn: urn:li:share:7356200551262367746
                    - id: '7354373730120183809'
                      post_type: activity
                      text: >-
                        The best resource to crack any coding interview: The
                        interviewer


                        Most candidates see interviewers as judges waiting to
                        fail them. But the truth? They're actually your best
                        resource during the interview.


                        Here's how to use your interviewer to your advantage:

                        - Ask clarifying questions before writing a single line
                        of code. If you ask the right questions, the interviewer
                        will not be able to help but drop some useful hints.


                        - Think out loud—always. When you vocalize your
                        approach, interviewers who see you heading down a wrong
                        path will often nudge you in the right direction.
                        Everyone feels a little satisfaction in
                        course-correcting others.


                        - When stuck, don't panic silently. Frame it as: "I'm
                        considering approach A and approach B. I'm leaning
                        toward A because...". This invites collaboration without
                        asking for direct help.


                        During my Amazon interview, I was struggling with a
                        dynamic programming problem. 


                        Instead of freezing up, I walked through two potential
                        approaches and explained my hesitation with each. My
                        interviewer's subtle reaction to the second approach
                        told me everything I needed to know.


                        Always remember that interviewers are humans too.
                        They're looking to have a fun conversation, not just
                        evaluate your technical skills.


                        But most people are so nervous in interviews that they
                        forget to have fun. Be memorable and have fun!


                        The best code you'll write in an interview isn't the one
                        you prepared. It's the one you build together with your
                        interviewer.
                      content:
                        images:
                          - image:
                              - width: 1220
                                height: 1626
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQExMRJYBSCzww/feedshare-shrink_1280/B56Zg_77nTHkAk-/0/1753419333141?e=1774483200&v=beta&t=5LIsKaE3kM5nSKVvPzBJHjWjO3EI3QAY9zh9ZfAv58A
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQExMRJYBSCzww/feedshare-shrink_480/B56Zg_77nTHkAY-/0/1753419333141?e=1774483200&v=beta&t=LEII1G_bJ6haeH98U8aeZoMNDbmHz6H82qXWrNnGBbw
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQExMRJYBSCzww/feedshare-shrink_20/B56Zg_77nTHkAw-/0/1753419333485?e=1774483200&v=beta&t=vSqlmrOcmmaidg1pq2yVNuFHsJQi4VHqMrx16YQancI
                                expires_at: 1774483200000
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQExMRJYBSCzww/feedshare-shrink_800/B56Zg_77nTHkAg-/0/1753419333141?e=1774483200&v=beta&t=kFoqq2bRNmR63HdYzSTJcu40GQxyYUmdDfvV9yTt-hY
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQExMRJYBSCzww/feedshare-shrink_160/B56Zg_77nTHkAc-/0/1753419333485?e=1774483200&v=beta&t=HrJlUArgil_OsAiyM21w0VjasQAYXMPLqnjeZMWTCgY
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQExMRJYBSCzww/feedshare-shrink_2048_1536/B56Zg_77nTHkAo-/0/1753419333437?e=1774483200&v=beta&t=PC5fUaihah3p8HSVQaM3O3WJKyoJOGxmQN5IK9mI-W4
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1233
                        num_comments: 69
                        num_shares: 10
                        reaction_counts:
                          - count: 1134
                            type: LIKE
                          - count: 55
                            type: INTEREST
                          - count: 34
                            type: EMPATHY
                          - count: 5
                            type: PRAISE
                          - count: 5
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-08-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7354373730120183809
                      share_urn: urn:li:share:7354373728996085762
                    - id: '7353284702205542401'
                      post_type: activity
                      text: >-
                        The most underrated skill in Software Engineering isn't
                        technical.


                        It's not about knowing multiple programming languages.

                        It's not about solving complex algorithms.

                        It's not even about system design.


                        It's about knowing when to say "I don't know".


                        Junior engineers often feel pressured to have all the
                        answers. They'll spend hours stuck on a problem, afraid
                        to ask for help.


                        Senior engineers understand that saying "I don't know"
                        is not a weakness.


                        It's an opportunity to learn from others. It's a way to
                        avoid costly mistakes.


                        I learned this the hard way at Amazon.


                        Early in my career, I was too proud to ask for help. I
                        once spent 2 days debugging an issue that my senior
                        colleague solved in 15 minutes.


                        The goal isn't to know everything. The goal is to know
                        how to find the answers when you need them.


                        Your expertise isn't measured by what you know. It's
                        measured by how you handle what you don't know.
                      content:
                        images:
                          - image:
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQFHAciUH53WmA/feedshare-shrink_2048_1536/B4DZgwddvmHAAw-/0/1753159689196?e=1774483200&v=beta&t=r2RlPwYj7eNFK17brraaZXIO3CUrFvk8yeZZOz6_te8
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQFHAciUH53WmA/feedshare-shrink_480/B4DZgwddvmHAAg-/0/1753159688703?e=1774483200&v=beta&t=4oksXip2wRzZxY6YBHYt99TF2Kx92OYWqnmbAamJffM
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQFHAciUH53WmA/feedshare-shrink_160/B4DZgwddvmHAAk-/0/1753159688703?e=1774483200&v=beta&t=aDOiuVel8_uv_lcwChzllnqAX5pxEBqVUmPeIrvkhaU
                                expires_at: 1774483200000
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQFHAciUH53WmA/feedshare-shrink_800/B4DZgwddvmHAAo-/0/1753159688703?e=1774483200&v=beta&t=JCsnDXoqrjnB_U_-v5fWTHtRo2-oYX4s-dRjW3BrT1w
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQFHAciUH53WmA/feedshare-shrink_1280/B4DZgwddvmHAAs-/0/1753159688692?e=1774483200&v=beta&t=todAZHq88OwRqLa-ecUHyqmaSb1fTiV_bt-qXcyLoqw
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D4D22AQFHAciUH53WmA/feedshare-shrink_20/B4DZgwddvmHAA4-/0/1753159688692?e=1774483200&v=beta&t=YBMLTrZaHCPFCRMzF7mz2CLGFW6n47zuG4CyZspsHi8
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 4599
                        num_comments: 259
                        num_shares: 71
                        reaction_counts:
                          - count: 4164
                            type: LIKE
                          - count: 197
                            type: EMPATHY
                          - count: 172
                            type: INTEREST
                          - count: 37
                            type: PRAISE
                          - count: 29
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-08-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7353284702205542401
                      share_urn: urn:li:share:7353284699764469760
                    - id: '7350773390791626752'
                      post_type: activity
                      text: >-
                        The most valuable "soft skill" for a software engineer
                        isn't communication.


                        I've worked with brilliant engineers who weren't great
                        communicators.

                        I've worked with average engineers who were excellent
                        speakers.

                        But I've never worked with a successful engineer who
                        wasn't curious.


                        Curiosity is the most valuable "soft skill" for a
                        software engineer.


                        Curiosity makes you:

                        • Debug that weird production issue at 2 AM

                        • Read documentation for fun

                        • Explore new technologies without being asked

                        • Question existing solutions

                        • Deep dive into system designs

                        • Learn from code reviews


                        Communication can be learned.

                        Leadership can be taught.

                        Time management can be improved.


                        But curiosity? That's something you either have or you
                        don't.


                        The best engineers I know aren't the ones who know
                        everything. They're the ones who want to know
                        everything.


                        In tech, the only constant is change. And curiosity is
                        what keeps you relevant.
                      content:
                        images:
                          - image:
                              - width: 160
                                height: 160
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFfnJfhZL9qgQ/feedshare-shrink_160/B56ZgMxcQxHcAw-/0/1752560945203?e=1774483200&v=beta&t=4XmhxfyJK9m6r58fNojt8ZF0Lk6Vs0I7C2TZ0wv5H-g
                                expires_at: 1774483200000
                              - width: 1536
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFfnJfhZL9qgQ/feedshare-shrink_2048_1536/B56ZgMxcQxHcA8-/0/1752560945246?e=1774483200&v=beta&t=-aNPhrQU7zSXrIQ6aOzfPF2_ry4Xi7BI0QcAcUMDoBY
                                expires_at: 1774483200000
                              - width: 480
                                height: 480
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFfnJfhZL9qgQ/feedshare-shrink_480/B56ZgMxcQxHcAs-/0/1752560945203?e=1774483200&v=beta&t=n_BMQO3PU1jRZVApU3ovviHCvBHqFTfZlrDlKhxmlok
                                expires_at: 1774483200000
                              - width: 1280
                                height: 1280
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFfnJfhZL9qgQ/feedshare-shrink_1280/B56ZgMxcQxHcA4-/0/1752560945203?e=1774483200&v=beta&t=trWZmpd6XBuFhP1hCqA179XCtZJwq9XZCqtjY6htWqY
                                expires_at: 1774483200000
                              - width: 20
                                height: 20
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFfnJfhZL9qgQ/feedshare-shrink_20/B56ZgMxcQxHcBE-/0/1752560945085?e=1774483200&v=beta&t=t0HKs5CjXOIuoCqgEQ-yja4S-3okH4YF7Ai0pTYby5I
                                expires_at: 1774483200000
                              - width: 800
                                height: 800
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQFfnJfhZL9qgQ/feedshare-shrink_800/B56ZgMxcQxHcA0-/0/1752560945085?e=1774483200&v=beta&t=w-ss4mMpVpksUBj8SotW8wSq58Q38imMRhh4wQPPY9g
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 3576
                        num_comments: 221
                        num_shares: 74
                        reaction_counts:
                          - count: 3147
                            type: LIKE
                          - count: 202
                            type: EMPATHY
                          - count: 142
                            type: INTEREST
                          - count: 54
                            type: PRAISE
                          - count: 30
                            type: APPRECIATION
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-08-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7350773390791626752
                      share_urn: urn:li:share:7350773387654287361
                    - id: '7348936500467679232'
                      post_type: activity
                      text: >-
                        I learned this coding habit from a 10x engineer. It
                        completely changed how I write code.


                        For months, I watched this engineer ship features faster
                        than anyone else on the team. One day, I finally asked
                        him his secret.


                        His answer surprised me: "I never write more than 10
                        lines of code without running it."


                        At first, I thought this was counterintuitive. Wouldn't
                        this slow you down?


                        But then I tried it.


                        Instead of writing 100 lines and spending hours
                        debugging, I started testing every small piece of
                        functionality.


                        The results?

                        - Fewer bugs

                        - Faster development

                        - Cleaner code

                        - Better understanding of the codebase


                        This simple habit helped me catch errors early,
                        understand edge cases better, and write more
                        maintainable code.


                        Stop writing walls of code. Start testing in small
                        chunks.


                        Remember: The best engineers don't write perfect code.
                        They write testable code perfectly.
                      content:
                        images:
                          - image:
                              - width: 1280
                                height: 1279
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGqY8tDQtgCtA/feedshare-shrink_1280/B56ZfyqzcgGoAk-/0/1752122997014?e=1774483200&v=beta&t=xZIW9j9cQ7yoEQVfEA0QO4j49EUZVCfdrdWGH-bl9eE
                                expires_at: 1774483200000
                              - width: 480
                                height: 479
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGqY8tDQtgCtA/feedshare-shrink_480/B56ZfyqzcgGoAY-/0/1752122997014?e=1774483200&v=beta&t=aoaB90Quw7UR0T60MJfUuQhhqr4u3qiBagpMGXqOUKg
                                expires_at: 1774483200000
                              - width: 1537
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGqY8tDQtgCtA/feedshare-shrink_2048_1536/B56ZfyqzcgGoAo-/0/1752122997071?e=1774483200&v=beta&t=fynQtHHImfjRPHfaQveKwlbLHRBqjddGpcs8h47Hgrk
                                expires_at: 1774483200000
                              - width: 160
                                height: 159
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGqY8tDQtgCtA/feedshare-shrink_160/B56ZfyqzcgGoAc-/0/1752122997014?e=1774483200&v=beta&t=d9REVAzNG9qEU-yS6ghOwGuw71rqTDr3C4zghJQQurg
                                expires_at: 1774483200000
                              - width: 20
                                height: 19
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGqY8tDQtgCtA/feedshare-shrink_20/B56ZfyqzcgGoAw-/0/1752122996966?e=1774483200&v=beta&t=wLXHnr42nwZku-GizqnI1EXC7fl5HSO14vphOZoRZxM
                                expires_at: 1774483200000
                              - width: 800
                                height: 799
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQGqY8tDQtgCtA/feedshare-shrink_800/B56ZfyqzcgGoAg-/0/1752122996966?e=1774483200&v=beta&t=UbaKKOETchfitKGB4QU0Es7ts3eg92MI1Qwv5Jf6yjo
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 5680
                        num_comments: 235
                        num_shares: 77
                        reaction_counts:
                          - count: 5147
                            type: LIKE
                          - count: 285
                            type: INTEREST
                          - count: 176
                            type: EMPATHY
                          - count: 44
                            type: PRAISE
                          - count: 26
                            type: APPRECIATION
                          - count: 2
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-08-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7348936500467679232
                      share_urn: urn:li:share:7348936499406528534
                    - id: '7343650272012902400'
                      post_type: activity
                      text: >-
                        At 25, I had 2 degrees but no job. Here’s my career
                        advice for anyone feeling stuck in life.


                        When I finished my master's in mechanical engineering, I
                        applied for hundreds of jobs.


                        After months of rejections, I finally got one phone
                        interview.


                        The recruiter rejected me within 10 minutes.


                        That's when it hit me: I wasn't a bad engineer. The
                        market just didn't need more mechanical engineers.


                        I learned the most valuable career lesson that day:
                        Never fight against the market.


                        Instead of pushing harder in the wrong direction, I
                        pivoted to what the market actually wanted.


                        I taught myself programming and landed my first software
                        job in 6 months.


                        Fast forward to 2025, the market has shifted again.


                        What does the market need right now?


                        Everyone knows AI is the next big wave, but most people
                        are still waiting on the sidelines.


                        If you want to break into AI, NVIDIA is hosting a free
                        webinar on June 26 where industry leaders will share
                        what AI skills actually matter in today's job market.


                        They'll show you how to use NVIDIA Certificates to
                        fast-track your career in AI.


                        You'll also get access to an exclusive promo code for
                        the certification exam.


                        Sign up for the webinar here: https://nvda.ws/3ZKMKEf


                        Stop betting on yesterday's skills. Start solving for
                        tomorrow.
                      content:
                        images:
                          - image:
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEODLRtCebjtQ/feedshare-shrink_160/B56ZenjAZgGoAc-/0/1750862661968?e=1774483200&v=beta&t=eMEC-fX6IC9Gm_vvg9caAkBZ2gnC9GXROMl6uCNGiDE
                                expires_at: 1774483200000
                              - width: 20
                                height: 26
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEODLRtCebjtQ/feedshare-shrink_20/B56ZenjAZgGoAw-/0/1750862661968?e=1774483200&v=beta&t=-lCydZQhmXK0mcJKG6Qhb5S4R60rgctIttPSkDKH0_Q
                                expires_at: 1774483200000
                              - width: 800
                                height: 1066
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEODLRtCebjtQ/feedshare-shrink_800/B56ZenjAZgGoAg-/0/1750862661968?e=1774483200&v=beta&t=fAAk_ikGcSniD-3OvbWAhGNh4dA2vhn57Wk2EY69srE
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEODLRtCebjtQ/feedshare-shrink_480/B56ZenjAZgGoAY-/0/1750862662011?e=1774483200&v=beta&t=suWdeVsfE6G7_G8Vx2YOcb1LrmPr81Yte8HajgCH6b4
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEODLRtCebjtQ/feedshare-shrink_1280/B56ZenjAZgGoAk-/0/1750862662011?e=1774483200&v=beta&t=RIlN_-6ZMElKVA7W41Rj3g0ppBLF0K0INmCkM2nNu_k
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEODLRtCebjtQ/feedshare-shrink_2048_1536/B56ZenjAZgGoAo-/0/1750862662034?e=1774483200&v=beta&t=bUnPxmmJO2DZkbc0ZNiCvhyCrgVZASVh8IGPg61DZaQ
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1845
                        num_comments: 93
                        num_shares: 19
                        reaction_counts:
                          - count: 1743
                            type: LIKE
                          - count: 56
                            type: EMPATHY
                          - count: 27
                            type: PRAISE
                          - count: 12
                            type: INTEREST
                          - count: 7
                            type: APPRECIATION
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-07-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7343650272012902400
                      share_urn: urn:li:share:7343650270800683013
                    - id: '7342785488199565313'
                      post_type: activity
                      text: >-
                        I froze during my Google interview. It changed my life.


                        The interviewer had just asked me to find the lowest
                        common ancestor of a binary tree.


                        But my mind went blank. I couldn't think of a single
                        approach.


                        Those 45 minutes felt like 45 hours.


                        That night, I couldn't sleep. Not because I failed the
                        interview, but because I realized something important:


                        I wasn't preparing to solve problems. I was preparing to
                        memorize solutions.


                        This realization changed everything.


                        I started focusing on understanding patterns instead of
                        memorizing answers.

                        I began breaking down complex problems into smaller,
                        manageable pieces.

                        I learned to think out loud, even when I wasn't sure of
                        the solution.


                        Two years later, when Google called again, I was ready.


                        Not because I knew more answers, but because I knew how
                        to think better.


                        Remember: Interviews don't just test your knowledge.
                        They test your ability to solve new problems.


                        Sometimes, failing an interview teaches you more than
                        passing one. Your biggest failures often become your
                        best teachers.
                      content:
                        images:
                          - image:
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHrlKQOhAC5AA/feedshare-shrink_2048_1536/B56ZebQfWXH8Ao-/0/1750656481521?e=1774483200&v=beta&t=tRbNVxu0XihkeQ3YRes2Hyqgl4CMeagLqqs2c7D1_20
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHrlKQOhAC5AA/feedshare-shrink_160/B56ZebQfWXH8Ac-/0/1750656481408?e=1774483200&v=beta&t=yWg0Qra5aEPCjaPiZsAtnHKSZcAZaYpBrSJ1uMvhrHk
                                expires_at: 1774483200000
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHrlKQOhAC5AA/feedshare-shrink_800/B56ZebQfWXH8Ag-/0/1750656481408?e=1774483200&v=beta&t=-7phVoIe8wjcTsWvUlgKp2_WQ0cGxbwFKPsCvZu4dkY
                                expires_at: 1774483200000
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHrlKQOhAC5AA/feedshare-shrink_20/B56ZebQfWXH8Aw-/0/1750656481408?e=1774483200&v=beta&t=34gPOLZWM1OMtVNGL6s3NFLKmDfz-L3qrLd7maLwti4
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHrlKQOhAC5AA/feedshare-shrink_1280/B56ZebQfWXH8Ak-/0/1750656481427?e=1774483200&v=beta&t=2HfkP-izJ1wW7yf1CX7hktmKEZ0yFc7FGNNHI0E-NK0
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHrlKQOhAC5AA/feedshare-shrink_480/B56ZebQfWXH8AY-/0/1750656481427?e=1774483200&v=beta&t=RKDOyVhKtTMeYjwUCba3xQsKSj7H2qQka7g1frxPjYs
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 2875
                        num_comments: 59
                        num_shares: 15
                        reaction_counts:
                          - count: 2633
                            type: LIKE
                          - count: 112
                            type: EMPATHY
                          - count: 86
                            type: INTEREST
                          - count: 29
                            type: PRAISE
                          - count: 14
                            type: APPRECIATION
                          - count: 1
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-07-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7342785488199565313
                      share_urn: urn:li:share:7342785487138406403
                    - id: '7340599279922630656'
                      post_type: activity
                      text: >-
                        The first 10 minutes of your coding interview decide if
                        you pass or fail.


                        Most candidates think the interview starts when they
                        begin coding. They're wrong.


                        The best candidates have already passed the interview
                        before writing a single line of code.


                        In those first 10 minutes, I've seen smart engineers
                        crash and burn. And I've seen average coders set
                        themselves up for success.


                        Here's what separates the two:


                        Minute 1-3: Don't rush to code. Ask clarifying
                        questions. 


                        What are the constraints? What's the expected input
                        size? Are there edge cases I should consider?


                        Most candidates skip this step. They want to impress
                        with speed.


                        But interviewers aren't looking for speed. They're
                        looking for thoughtfulness.


                        Minute 4-6: Think out loud. Walk through 2-3 examples
                        manually. Explain your thought process.


                        "For this input, I would expect this output because..."


                        This shows you understand the problem before you touch
                        the keyboard.


                        Minute 7-10: Don't write code yet. Design before you
                        code. 


                        Describe your algorithm in plain English. Discuss time
                        and space complexity.


                        "I'm thinking of using a hash map to store... then I'll
                        iterate through... This should be O(n) time and O(n)
                        space."


                        Get the interviewer's buy-in before you start coding. I
                        learned this the hard way after failing interview after
                        interview.


                        Now when I interview candidates, I can predict their
                        success within the first 10 minutes.


                        The ones who slow down to speed up always perform better
                        than those who rush to impress.


                        Your interview success isn't determined by how fast you
                        code. It's determined by how well you think.
                      content:
                        images:
                          - image:
                              - width: 20
                                height: 27
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHhKHNpmHp67g/feedshare-shrink_20/B56Zd8MJQXH8Aw-/0/1750135248733?e=1774483200&v=beta&t=6nv0TMTLj3R10YdP69nScYqnBAfN9sj3jn9UpWnoMoI
                                expires_at: 1774483200000
                              - width: 800
                                height: 1067
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHhKHNpmHp67g/feedshare-shrink_800/B56Zd8MJQXH8Ag-/0/1750135248733?e=1774483200&v=beta&t=utKSh7gL1yW0YjVbHt7moCMx33CBnIs9jSwqFK6-6wA
                                expires_at: 1774483200000
                              - width: 160
                                height: 213
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHhKHNpmHp67g/feedshare-shrink_160/B56Zd8MJQXH8Ac-/0/1750135248733?e=1774483200&v=beta&t=m26l977BkjceZ2EexEXkoMgtHWp9rGWlDk-ElpsEyh8
                                expires_at: 1774483200000
                              - width: 1152
                                height: 1536
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHhKHNpmHp67g/feedshare-shrink_2048_1536/B56Zd8MJQXH8Ao-/0/1750135248875?e=1774483200&v=beta&t=pTiG4ulbDEcmOr_7okD8Yguork1T_6UsCwNLfV2R18Q
                                expires_at: 1774483200000
                              - width: 480
                                height: 640
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHhKHNpmHp67g/feedshare-shrink_480/B56Zd8MJQXH8AY-/0/1750135248724?e=1774483200&v=beta&t=tCD9uK2V3U6NWaxKhTDRbgfvVKgMENGAL_-h3u8ucZk
                                expires_at: 1774483200000
                              - width: 1218
                                height: 1624
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQHhKHNpmHp67g/feedshare-shrink_1280/B56Zd8MJQXH8Ak-/0/1750135248724?e=1774483200&v=beta&t=MWYEvnV_U-ODBBHLITwCo9AsbVPGyuOCSc3Ug6uJaRM
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1973
                        num_comments: 48
                        num_shares: 20
                        reaction_counts:
                          - count: 1803
                            type: LIKE
                          - count: 83
                            type: INTEREST
                          - count: 73
                            type: EMPATHY
                          - count: 10
                            type: APPRECIATION
                          - count: 4
                            type: PRAISE
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-07-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7340599279922630656
                      share_urn: urn:li:share:7340599278798557184
                    - id: '7335907123538604032'
                      post_type: activity
                      text: >-
                        "AI will replace half of the entry-level jobs in the
                        next 1 to 5 years."


                        This is what Anthropic CEO Dario Amodei said in a recent
                        interview.


                        If you don't know Anthropic, they're the company behind
                        Claude which is currently the most powerful AI model for
                        programming.


                        When the person building the tools that could replace us
                        makes this prediction, we should listen.


                        So what do we do?


                        Stop pretending this isn't happening.


                        AI is getting scary good. Fast.


                        Can it replace entry-level engineers today? Not quite.
                        But it's closer than most people think.


                        Here's the part that should worry you: Dario also said
                        AI is improving so rapidly that most people won't have
                        time to adapt.


                        Don't be one of those people.


                        Cursor, Replit Agent, Claude Code; these aren't "nice to
                        have" tools anymore. They're essential.


                        But here's what really matters:


                        Find the parts of your job that AI can't touch. Then
                        become exceptional at those things.


                        Problem-solving with stakeholders? AI can't do that. 


                        Understanding messy business requirements? AI struggles
                        there. 


                        Debugging production issues at 2 AM while on a customer
                        call? Good luck, AI.


                        The engineers who thrive won't be the ones who fight AI,
                        they'll be the ones who master it.


                        What else can we do that AI can't?


                        Drop your thoughts below.
                      content:
                        images:
                          - image:
                              - width: 1280
                                height: 720
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEA7mbba-O2Ig/feedshare-shrink_2048_1536/B56Zc5gpoAGoAo-/0/1749016551290?e=1774483200&v=beta&t=meMesrzfr77ErvYj4ycbieJuvXbkQ47zd4KDvG1DUck
                                expires_at: 1774483200000
                              - width: 1280
                                height: 720
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEA7mbba-O2Ig/feedshare-shrink_1280/B56Zc5gpoAGoAk-/0/1749016551262?e=1774483200&v=beta&t=4qme894UZbQ72uZuICPH9IB5VsBtAHQR3mFEBCeNAUU
                                expires_at: 1774483200000
                              - width: 480
                                height: 270
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEA7mbba-O2Ig/feedshare-shrink_480/B56Zc5gpoAGoAY-/0/1749016551262?e=1774483200&v=beta&t=_tCVV94VMa4M1heaEjoKTrJDtZCzYm21Y6nEbLquJNo
                                expires_at: 1774483200000
                              - width: 20
                                height: 11
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEA7mbba-O2Ig/feedshare-shrink_20/B56Zc5gpoAGoAw-/0/1749016551248?e=1774483200&v=beta&t=jpMfYQAn4E4rDAqBgObgnzUYVEo_Siom5PrfKTr7ZeY
                                expires_at: 1774483200000
                              - width: 800
                                height: 450
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEA7mbba-O2Ig/feedshare-shrink_800/B56Zc5gpoAGoAg-/0/1749016551262?e=1774483200&v=beta&t=Hla2sZAcGWFW5tXuXx32-QhbhZn14gHbnlSoF7zzuO8
                                expires_at: 1774483200000
                              - width: 160
                                height: 90
                                url: >-
                                  https://media.licdn.com/dms/image/v2/D5622AQEA7mbba-O2Ig/feedshare-shrink_160/B56Zc5gpoAGoAc-/0/1749016551248?e=1774483200&v=beta&t=iJeSYqmfgWxcfozVxyWeOWMnt9Yv-xhSzYUxb81PGzQ
                                expires_at: 1774483200000
                        video: null
                        document: null
                        article: null
                        celebration: null
                        poll: null
                        event: null
                      activity:
                        num_likes: 1696
                        num_comments: 114
                        num_shares: 31
                        reaction_counts:
                          - count: 1521
                            type: LIKE
                          - count: 103
                            type: INTEREST
                          - count: 47
                            type: EMPATHY
                          - count: 12
                            type: PRAISE
                          - count: 10
                            type: APPRECIATION
                          - count: 3
                            type: ENTERTAINMENT
                      author:
                        id: '279808191'
                        urn: ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8
                        url: https://www.linkedin.com/in/gabag26
                        public_identifier: gabag26
                        first_name: Sahil
                        last_name: Gaba
                        full_name: Sahil Gaba
                        description: Software Engineer at Google | Amazon
                        avatar:
                          - width: 100
                            height: 100
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_100_100/profile-displayphoto-shrink_100_100/0/1626677360609?e=1774483200&v=beta&t=uKITsixP3uh0_A6DcKEJJ-6BZBgjkBFnUoEguiYfCC0
                            expires_at: 1774483200000
                          - width: 200
                            height: 200
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1626677360609?e=1774483200&v=beta&t=QINjIxA8_tyR3SI0YCUSJ6Pzhp8piyT_cc6RcvtlpGk
                            expires_at: 1774483200000
                          - width: 400
                            height: 400
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1626677360609?e=1774483200&v=beta&t=wVVY-CyMKPtiTWJuL8aEUN3YKtM916XyLGerL3k4Tj0
                            expires_at: 1774483200000
                          - width: 800
                            height: 800
                            url: >-
                              https://media.licdn.com/dms/image/v2/C5603AQGo7vmLHtq8Lw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1626677360609?e=1774483200&v=beta&t=5BH1JEQhZL-jV5iUZaeS3xjKe4sP3wdQuodIRPqjAoo
                            expires_at: 1774483200000
                        account_type: user
                      created_at: '2025-06-05T07:37:37.630Z'
                      url: >-
                        https://www.linkedin.com/feed/update/urn:li:activity:7335907123538604032
                      share_urn: urn:li:share:7335907121231798272
                requestId: f48ce71d-7da3-4332-be8e-9bae3972bb73
          headers: {}
        '400':
          description: 请求参数错误，请检查必填字段和参数格式
          content:
            application/json:
              schema:
                type: object
                example:
                  code: 400
                  data: null
                  message: 'Missing required parameter: handle'
        '401':
          description: 鉴权失败，请检查 Authorization Header 中的 Bearer Token 或 API Key 是否有效
          content:
            application/json:
              schema:
                type: object
                example:
                  code: 401
                  data: null
                  message: apiKey is null
        '402':
          description: 账户余额或额度不足
          content:
            application/json:
              schema:
                type: object
                example:
                  code: 402
                  data: null
                  message: apiKey quota is not enough
        '429':
          description: 请求过于频繁，已触发限流
          content:
            application/json:
              schema:
                type: object
                example:
                  code: 429
                  data: null
                  message: qps limit exceeded
        '500':
          description: 服务器内部错误，请稍后重试
          content:
            application/json:
              schema:
                type: object
                example:
                  code: 500
                  data: null
                  message: Internal server error
      deprecated: false
      security:
        - JWT Bearer: []
      x-codeSamples:
        - lang: curl
          label: cURL
          source: |-
            curl --request GET \
              --url 'https://api.keyapi.ai/v1/linkedin/get_user_posts?urn=ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8&page=1' \
              --header 'Authorization: Bearer <YOUR_API_KEY>'
        - lang: python
          label: Python
          source: |-
            import requests

            response = requests.get(
                'https://api.keyapi.ai/v1/linkedin/get_user_posts',
                params={"urn": "ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8", "page": 1},
                headers={'Authorization': 'Bearer <YOUR_API_KEY>'}
            )
            print(response.json())
        - lang: javascript
          label: JavaScript
          source: >-
            const params = new URLSearchParams({"urn":
            "ACoAABCtiL8B26nfi3Nbpo_AM8ngg4LeClT1Wh8", "page": 1});


            const response = await
            fetch(`https://api.keyapi.ai/v1/linkedin/get_user_posts?${params}`,
            {
              method: 'GET',
              headers: { 'Authorization': 'Bearer <YOUR_API_KEY>' }
            });

            const data = await response.json();

            console.log(data);
components:
  securitySchemes:
    JWT Bearer:
      type: http
      scheme: bearer
      bearerFormat: JWT
      description: |-
        接口鉴权凭证。请在请求 Header 中传入 `Authorization: Bearer <YOUR_API_KEY>`。
        可在 [Dashboard](https://keyapi.ai/app/dashboard) 获取你的 API Key。

````