An automated content pipeline that transforms a single button press into a newsletter ready for syndication 🚀
The system uses multiple AI agents, each specialized for a different task, orchestrated by a human Operator to produce high-quality, personality-driven newsletters.
Currently In Development:
- Homelab Highlights: a weekly roundup for the self-hosting and homelab community
- The Nomad Nurses Dispatch: a weekly newsletter for travel nurses
| Step | Agent | Input | Output |
|---|---|---|---|
| Identify target audience | Market Research | Publication | Audience Snapshot |
| Identify trending stories | Research Analyst | Publication + Audience Snapshot | Top Stories |
| Generate newsletter | Writing Assistant | Publication + Snapshot + Stories + Persona | Draft Newsletter |
| Finalize newsletter | Editorial Assistant | same as above + Draft Newsletter | Final Newsletter |
| Publish newsletter | Admin Assistant | Final Newsletter + HTML Template | Published 2 Beehiiv |
| Step | Agent | Input | Output |
|---|---|---|---|
| Publish newsletter | … | … | Published 2 Beehiiv |
| Identify influential videos | Competitor Analyst | Published 2 Beehiiv + Audience Snapshot | Competitor Analysis |
| Suggest 5 fresh takes | Marketing Analyst | Audience Snapshot + Competitor Analysis | Production Brief |
| Generate script | Writing Assistant | Competitor Analysis + Production Brief | Video Script |
| Finalize script | Marketing Assistant | Video Script + Competitor Analysis | YouTube Script |
| Generate video | Production Assistant | YouTube Script + Competitor Analysis | YouTube Video |
| Publish video | Admin Assistant | YouTube Script + YouTube Video | Published 2 YouTube |
- State “PROG” from “PROJ” [2026-01-18 Sun 17:49]
- State “DONE” from “TODO” [2026-01-18 Sun 17:49]
- State “DONE” from “TODO” [2026-01-18 Sun 17:49]
Visual workflow builder
Simplified API integration
Quick & easy newsletter platform
Documentation and prompt chain management
- OpenRouter API Key
- LangFlow
- Every component should be documented.
- Workflow must be able to be run manually without automation.
- Content should be thoughtful, engaging, and human-coded.
- Devs are encouraged to add some personality to the newsletters, within reason.
- Ship something. Quick, while no one’s watching!
- Fix it later. (Probably no one will even notice.)
Source code in this repository is made available under the MIT License.