Article Forge
Internal content pipeline I use daily.
What it does
Article Forge is the pipeline behind every Medium, dev.to, and Substack post I publish. Drafts go through a 3-round review loop before they ship, with separate models for drafting, critique, and platform-specific reformatting.
It stays internal — I built it to use it, not to ship it. Occasionally I write about how it works, but the code stays in the workshop.
Who it's for
- Writers who publish across multiple platforms and hate doing the same edit twice.
- Anyone curious how an AI-assisted writing pipeline actually looks in production.
Internal tool. Not for distribution.
Follow the build notes
Article Forge stays internal, but I write about how it works. Subscribe to the workshop newsletter to get those notes.
Part of the workshop
- DripperyLive
Email drip series for indie writers. Plain HTML, no bloat.
- Archive ConciergeLive
An AI librarian for your blog archive. Surfaces the right posts for the right reader.
- SubhookLive
Inbound email orchestration for writers who outgrew Zapier.
- Reel PipelineShipped
Turn your Substack or Medium article into a 9:16 AI reel. Local-first, your stack, your GPU.
- Reel Pipeline Kit ProShipped
Your articles become reels while you sleep. Queue five at night, wake up to five reels and a Telegram ping.
- Faceless Channel OSShipped
You solved the hard part — your videos exist. This is the machine that publishes them every day.
- Full Reel StackShipped
The complete pipeline: make reels from your articles, publish them daily. Reel Pipeline Kit + Faceless Channel OS Core.
- Full Reel Stack ProShipped
The whole machine, fully automated: reels on autopilot + daily publishing. Reel Pipeline Kit Pro + Faceless Channel OS Complete.
- GrowNoteInternal
Internal hub for my Substack growth sprint — daily Notes mechanics + sprint milestones.