Amir Music(@AmirMushich)

I build more than I publish (you too, right?) You build, experiment, create - and.. don't have power to prepare materials & publish them across platform. You don't capitalize your brain's uniqueness.. So I built an social media publication engine inside Codex (GitHub repo - below) The IG reel below was crafted & published 100% from my AI agent, zero manual actions made. Here's the flow: [AGENT] │ ├─ INPUT │ ├─ Project context │ └─ Screencast (automated) │ ├─ PUBLICATION SKILL │ └─ My visual + copy ru

8.5内容质量
I build more than I publish (you too, right?) You build, experiment, create - and.. don't have power to prepare materials & publish them across platform. You don't capitalize your brain's uniqueness.. So I built an social media publication engine inside Codex (GitHub repo - below) The IG reel below was crafted & published 100% from my AI agent, zero manual actions made. Here's the flow: [AGENT] │ ├─ INPUT │ ├─ Project context │ └─ Screencast (automated) │ ├─ PUBLICATION SKILL │ └─ My visual + copy ru

TL;DR · AI 摘要

工程师可通过AI代理实现社交媒体内容全自动化生产与发布，使用Codex、Buffer API等工具完成从素材生成到平台发布的完整流程。

核心要点

  • 使用Codex和LTX-2.5视频模型可自动生成产品旋转视频素材
  • 通过Buffer API实现Instagram自动发布，无需人工操作
  • Astra 6框架用于构建自动化内容生成的UI界面

结构提纲

按章节快速跳转。

  1. §引言

    揭示创作者普遍存在的内容生产与发布分离痛点。

  2. ·系统架构

    基于Codex构建的AI代理包含输入处理、素材准备、审核发布五大模块。

  3. ›技术实现

    使用LTX-2.5视频模型生成产品旋转素材，Astra 6框架构建UI界面。

  4. ·工作流程

    从项目上下文输入到最终发布验证的完整自动化流程包含7个关键阶段。

  5. ›验证机制

    包含实时发布检查、素材归档和发布凭证记录的三重验证体系。

思维导图

用一张图看清主题之间的关系。

查看大纲文本（无障碍 / 无 JS 友好）
  • 社交媒体自动化发布系统
    • 核心组件
      • Codex AI代理
      • Buffer API
      • LTX-2.5视频模型
    • 工作流程
      • 素材生成
      • 审核校验
      • 平台发布
    • 技术指标
      • 15分钟/视频
      • 12.9K views案例

金句 / Highlights

值得收藏与分享的关键句。

#AI代理#自动化发布#社交媒体#Codex#Buffer API
打开原文

AmirMušić on X: "I build more than I publish (you too, right?) You build, experiment, create - and.. don't have power to prepare materials & publish them across platform. You don't capitalize your brain's uniqueness.. So I built an social media publication engine inside Codex (GitHub repo - below… / X

AmirMušić

@AmirMushich

I build more than I publish (you too, right?) You build, experiment, create - and.. don't have power to prepare materials & publish them across platform. You don't capitalize your brain's uniqueness.. So I built an social media publication engine inside Codex (GitHub repo - below) The IG reel below was crafted & published 100% from my AI agent, zero manual actions made. Here's the flow: [AGENT] │ ├─ INPUT │ ├─ Project context │ └─ Screencast (automated) │ ├─ PUBLICATION SKILL │ └─ My visual + copy rules │ ├─ PREPARE │ ├─ Vertical Reel │ ├─ Headline + music + intro footage │ └─ Cover + caption │ ├─ REVIEW │ └─ My txt feedback → revision → approval │ ├─ PUBLISH │ └─ Agent →

@

buffer

API → Instagram │ └─ VERIFY + ARCHIVE ├─ Check the live post ├─ Save MP4 + caption + render settings └─ Record post URL + publication receipt First full cycle shipped with my yesterday's demo 👇

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Oct 3

Rebuilt this demo for a real brand with Astra 6 + LTX-2.5 (video model) → I took real product photos → generated rotation for each one with LTX API → coded the UI with Astra-6 in Codex Original concept by

cambreedesigns

12:02 PM · Oct 4, 2026

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12.9K

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