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Learning in Public

Karo karozi

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Learning in Public
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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.

Originally published: Nov 03, 2025 · Author: Karo (Product with Attitude) with Farida Khalaf + skelly Source: https://karozieminski.substack.com/p/vibecoding-cybersecurity-fix-the-7-code-mistakes-leaving-your-startup-wide-open-and-vulnerable-playbook

Who This Guide Is For

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

The Personalization Paradox: We're All Hypocrites

Originally published on (https://karozieminski.substack.com/p/how-to-implement-hyper-personalization)

We say we hate it when apps track us.

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.

LLM Optimization Gist

Published on: https://karozieminski.substack.com/p/llm-optimization-experiment

Author: Karo Zieminski

Date: October 18, 2025

About

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.