Running a social media account solo is exhausting. You have to research niches, write captions, design slides, and publish twice a day, every day.
If you try to automate this using a single LLM (like GPT-4o) running on a simple cron job, you run into three massive walls:
Halucination & Bad Output: A single model will eventually write cringey hashtags or break the layout.
Ephemeral Environments: Running on a free hosting platform or GitHub Actions means your server is destroyed every run—saving state is incredibly difficult.
API Cost Runaways: Querying high-end creative models for every draft will drain your bank account.






