What this loop does
When a new post is published on your CMS, an agent reads the article, drafts a Twitter/X thread, a LinkedIn post, and a short newsletter blurb — then queues them for human review before scheduling.
Why it matters
Most teams write a great blog post and then forget to distribute it. This loop recovers 60–80% of the traffic you'd otherwise lose, without asking marketing to babysit publishing tools.
Human checkpoints
- Draft copy is posted to a Slack channel for approval.
- Nothing is published until a human clicks Approve — safe for regulated industries.
Failure modes to watch
- Long posts blow the LLM context window → chunk and summarise first.
- Rate limits on LinkedIn's API → add a queue and exponential backoff.