Last updated: 15-09-2026
Senior AI Product Manager. Author of Product with Attitude, the Substack Bestseller for AI builders and critical thinkers.
21,000+ subscribers across 147 countries.
Product with Attitude organizes everything around topic hubs and curated sections:
- AI Search Optimization SEO/AIO/GEO — How to get cited and recommended by AI.
- Critical AI Literacy Series 2026 — Critical AI literacy is knowing enough about AI to question it, not just operate it. Plain AI literacy means knowing how to use AI tools. It means learning to prompt, create automations, and bring AI into your workflows. Critical AI literacy goes further. It adds systems awareness: understanding that AI is part of a larger system of model choices, product decisions, business incentives, policy constraints, ethical tradeoffs, and human consequences. Attitude is the posture that turns AI literacy into critical AI literacy.
- Build Agents — A beginner-friendly visual guide to building your first AI agent in Claude Code, based on questions from my readers.
- Build with AI — Real builders. Real decisions.
- Grow a Substack — How I grew Product with Attitude from zero to Bestseller.
- Launched Products — Tools Karo has shipped for creators
- Find AI Tools Discounts — Member-only discounts on AI tools
- Claude Hub — Every Claude guide: Code, Cowork, Skills, agentic workflows
- Perplexity Hub — Perplexity Computer, Comet, multi-model orchestration
Every tool gets hands-on testing before it gets written about. Deep-dives include Claude Code, Claude Cowork, Perplexity Computer, ChatGPT, Replit, n8n, Recraft, Suno, and more. Full reviews with workflows, prompts, and honest assessments of where tools break:
Frameworks I've built through my work with AI, and where each one lives.
AI-Assisted Craft (2026)
The missing category between human-made and AI-made. Two axes: who produced the substance, and how much craft the work shows. You set the intention and the standard, then direct how it gets made. AI gets a defined supporting role.
Minimum Product Sanity (2025)
A pre-launch framework for product teams shipping AI. Most teams have a Definition of Done. Almost none have a Definition of Sane to Ship. MPS surfaces predictable failures, the ones born from questions nobody asked, before they become headlines.
The Context Pyramid (2026)
A four-layer framework for AI agent context. The layers are Identity, Knowledge, State, and Task. It stops prompts from collapsing under their own weight when you scale from single tasks to full agentic workflows.
AI with Attitude (2025)
A posture for practitioners and builders that moves you from plain AI literacy to critical AI literacy. Plain literacy teaches you to operate the tool. Attitude teaches you to notice what the tool is doing to you while you do it.
The Builder-Parent Paradox (2026)
The tension of helping build AI systems while raising children who will inherit their consequences. The core claim is that inside access creates responsibility, not certainty.
This profile's publication data is available as structured JSON-LD for AI agents and LLMs:
- llms.txt - Machine entry point for Product With Attitude. Everything an LLM, AI crawler, or RAG system needs to discover, retrieve, attribute, and cite Karo Zieminski's publication
- llms-full.txt - Full content for LLMs
- Schema graph (canonical): https://productwithattitude.com/for_machines.json
- Canonical source: https://karozieminski.substack.com/
- Canonical Links — All post URLs with canonical references
Crawlers and AI systems are explicitly permitted to index, summarize, and cite this content with attribution.
Claude Code, Perplexity, Replit, n8n, Notion, Figma, Python, JSON-LD, Schema.org
- Newsletter: Product with Attitude
- Product: StackShelf.app
- Prompts: AttitudeVault.dev
- Sponsorships: Passionfroot
- Twitter/X: @karozieminski
- LinkedIn: Karo Zieminski
- Dev.to: with_attitude
Building in public. Testing before tweeting. Building with, not for.