6 things that broke when we built an AI pipeline that posts to 9 social networks

Description and use

<p>At <a href="https://autoadify.com" rel="noopener noreferrer">Autoadify</a> we build <strong>Workflows</strong>: a schedule, a new Shopify/WooCommerce product, or a post that's taking off fires a pipeline that writes the copy, generates the image/video/voiceover/music, and publishes to Instagram, TikTok, YouTube, Facebook, LinkedIn, X, Threads, Bluesky and Reddit. No human in the loop.</p> <p>"Call an LLM, then call a posting API" is a weekend project. Making it run unattended every day is not. Here's what broke, and what we changed.</p> <h2> The shape </h2> <div class="highlight js-code-hig

Problem

<p>At <a href="https://autoadify.com" rel="noopener noreferrer">Autoadify</a> we build <strong>Workflows</strong>: a schedule, a new Shopify/WooCommerce product, or a post that's taking off fires a pipeline that writes the copy, generates the image/video/voiceover/music, and publishes to Instagram, TikTok, YouTube, Facebook, LinkedIn, X, Threads, Bluesky and Reddit. No human in the loop.</p> <p>"Call an LLM, then call a posting API" is a weekend project. Making it run unattended every day is not. Here's what broke, and what we changed.</p> <h2> The shape </h2> <div class="highlight js-code-hig

Outcome

<p>At <a href="https://autoadify.com" rel="noopener noreferrer">Autoadify</a> we build <strong>Workflows</strong>: a schedule, a new Shopify/WooCommerce product, or a post that's taking off fires a pipeline that writes the copy, generates the image/video/voiceover/music, and publishes to Instagram, TikTok, YouTube, Facebook, LinkedIn, X, Threads, Bluesky and Reddit. No human in the loop.</p> <p>"Call an LLM, then call a posting API" is a weekend project. Making it run unattended every day is not. Here's what broke, and what we changed.</p> <h2> The shape </h2> <div class="highlight js-code-hig

Evidence

6 things that broke when we built an AI pipeline that posts to 9 social networks

Source