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Learning in Public
Karo
karozi
☺️
Learning in Public
I’m an AI Product Manager who likes to build tools for creators.
AI makes it easy to ship faster — but that’s exactly how product judgment erodes.
This gist gives you the opening section of the post so you can rethink how you build, especially if you’re vibecoding your way through features.
Vibecoding × Cybersecurity: Survival Guide from the Expert Who Fixes Your Code After You
GitHub friends: this is a fast, practical cut of my Substack guide on vibecoding securely—trimmed for builders who ship at 2 a.m. and prefer checklists to lectures.
Substack Becomes the Go-To Place for Indie Builders
The transformation is unmistakable: Substack has evolved from a simple newsletter platform into a thriving ecosystem where indie builders are creating products, launching businesses, and earning substantial revenue. This shift represents one of the most significant developments in the creator economy of 2025, fundamentally changing how independent entrepreneurs build and monetize their work.
The Builder Economy Emerges
Substack surpassed 4 million paid subscriptions in 2024, with over 50,000 publishers generating income on the platform. But the real story isn't about subscription revenue—it's about the indie builder economy that's emerged around it. Creators are no longer just writing newsletters; they're shipping tools, templates, courses, and digital products that generate significant revenue streams beyond traditional subscription models.[1][2][3]
The platform's growth trajectory shows why builders are flocking here: it added 1 million paying sub
But we also get annoyed when Netflix forgets we don’t enjoy documentaries about feet, Spotify forgets we’re in a sad autumn phase, or ChatGPT forgets that we do, in fact, like our photos in Ghibli style.
This contradiction is quietly reshaping product strategies in 2025.
My publishing strategies needed a rethink. This experiment unpacks what actually gets picked up by large language models, drawing from hands-on tests across GitHub, Substack, and web platforms.
A Notion database cataloging 100+ common UI elements with ready-to-use vibecoding prompts for each one. It’s essentially a prompt library specifically designed for building interfaces with AI.