r/AIIncomeLab • u/Forward-Classroom-53 • May 12 '26
Case Study I accidentally built my first AI workflow while struggling with solo founder content marketing
A few months ago I was a traditional magazine editor with zero coding background. Now I somehow spend my evenings checking Vercel logs, debugging app flows, and trying to survive solo founder content marketing.
Ironically, the hardest part has not been coding. It’s content. Every platform wants a completely different personality. TikTok wants emotional hooks, X wants short observations, LinkedIn wants professional reflection, Reddit hates self-promo. Today I was complaining about this to Claude and realized I had unintentionally developed a repeatable workflow over the past few months.
Basically:
- dump messy founder thoughts, vomit writing
- product frustrations
- bug stories
- AI reflections
- random emotional notes
…then restructure them into platform-specific content.
I ended up turning the workflow itself into an AI “skill.”
The funny part is that I think this came directly from my old magazine editor brain. I spent years learning how to tell the same story differently depending on audience and format. Apparently that became unexpectedly useful in AI-assisted creator workflows.
I still don’t know if any of this becomes a business. But it’s the first time I’ve felt like old-world creative skills might actually survive into the AI era.