LinkedIn Content Automation
PrototypeTaking the Content Orchestra Pipeline to its logical conclusion: a fully automated publishing system with human-in-the-loop approval.
The vision: specify a topic and target audience, the system researches (80+ sources), writes the article, generates images, drafts a LinkedIn companion post, and queues everything for one-click approval on the dashboard.
Currently the pipeline handles research-to-deployment. The next phase adds the approval dashboard, LinkedIn API posting, scheduling for optimal engagement times, and performance metrics tracking.
Tech Stack
Key Features
- ✓One-click article generation from topic
- ✓Automated research with source verification
- ✓AI image generation (Nano Banana Pro)
- ✓Companion post drafting for LinkedIn
- ✓Approval workflow dashboard
- ✓Optimal time scheduling (Tue-Thu 08:00-09:00 CET)
- ✓Performance metrics and engagement tracking
Challenges
LinkedIn's API doesn't support long-form articles — only regular posts with links. The companion post strategy (short hook + blog link) actually performs better algorithmically. The real challenge is maintaining authentic voice across AI-generated content.