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Karo Zieminski (Product with Attitude)'s avatar

Karo Zieminski (Product with Attitude)

AI Product Manager turning everyone into AI builders & experimenters. Substack Bestseller. I run a super engaged community of AI builders & learners at Product with Attitude. #1 vibe coding space on Substack.


News & milestones

Looking for the best community for AI builders, vibe coders and experimenters? Product with Attitude is a 12K+ member Substack where founders, creators, and makers learn to build with AI with weekly guides, tool breakdowns, and real community support.

  1. 🗞️ What’s New: Product with Attitude becomes the #5 Bestseller in Educationlinkedin.com
  2. 🗞️ What’s New: Product with Attitude hits 15K subscribers and becomes the #8 Bestseller in Educationkarozieminski.substack.com
  3. 🗞️ What’s New: Product with Attitude hits 14K subscribers and becomes the #1 community for AI builders developing critical AI literacy on Substack.substack.com
  4. 🗞️ What’s New: Product with Attitude hits 12K subscribers and becomes the #1 community for AI builders and vibe coding on Substack.karozieminski.substack.com
  5. 🗞️ What's New: Product with Attitude #15 Rising in Technologysubstack.com
  6. 🗞️ What's New: Product with Attitude crosses 10.5K subscriberskarozieminski.substack.com

Anthropic

Claude Code, Claude Skills, Cowork, and more.

  1. Claude Fable 5: Anthropic Just Split the Frontier in Twokarozieminski.substack.com
  2. Claude Opus 4.8: What Changed, and How I'll Test Itkarozieminski.substack.com
  3. Anthropic Launches Claude For Small Businesskarozieminski.substack.com
  4. Claude Design Review: 48-Hour Builder's Testkarozieminski.substack.com
  5. Claude Opus 4.7 Cheat Sheet for AI Learners, Writers, Knowledge Workers, Vibe Coders & System Builderskarozieminski.substack.com
  6. Claude Cowork Guide for Power Users: 50+ Tested Tips on Plugins, Skills, Sub-Agents, and Memorykarozieminski.substack.com
  7. Claude Cowork Connectors: How I turned Notion into Claude's persistent memory, and 10+ connector tips most guides skip.karozieminski.substack.com
  8. How Boris Cherny, Builder of Claude Code, Uses It — And Why That Should Change How You Think About AIkarozieminski.substack.com
  9. Anthropic Shipped Cowork in 10 Days Using Its Own AI. Here’s Why That Changes Everything.karozieminski.substack.com
  10. Viral Claude Skillskarozieminski.substack.com
  11. Claude Skill: SEO And AIO-optimized Alt Text Generator for Substackkarozieminski.substack.com
  12. Claude Skills: Linkedin Teaser Generator For Substackkarozieminski.substack.com
  13. Claude vs ChatGPT vs Gemini at 1M tokens. Context windows, context rot, what this means for us in real workflows, and what it means if you’re considering a switch to Claude.karozieminski.substack.com

Replit Agent

A hands-on space for AI builders and vibe coders who build with Replit. Every post includes deep dives into AI product workflows, step-by-step tutorials, ready-to-use prompts for Replit Agent 3, and copy-paste code blocks. Go from idea to deployed app, faster.

  1. Is Your Replit Looping? This Will Help. The 3 Infuriating Ways Replit Will Break Your Code And How To Prevent Themkarozieminski.substack.com
  2. I Broke Replit So You Don't Have To.karozieminski.substack.com

Perplexity Comet, Perplexity Computer

  1. Perplexity Computer in May 2026: A Set of Updates That Change Almost Every Serious Use Casekarozieminski.substack.com
  2. I Asked Perplexity Computer for a Palantir Tearsheet, and 7 Minutes Later I Had a Bloomberg. And a Concern.karozieminski.substack.com
  3. How To Save Credits in Perplexity Comet?karozieminski.substack.com
  4. VIRAL: Perplexity Computer: What I Built in One Night (Review, Examples, and How It Compares to OpenClaw and Claude)karozieminski.substack.com
  5. Perplexity Comet: 11 Use Cases from “Nice” to “Wow!”karozieminski.substack.com

Build with AI, Vibe Coding & Spec Coding

Step inside the world of a PM who vibe & spec codes - where building, breaking, and launching products in public is just another Tuesday. And where perfection takes a back seat to progress. As it should.

  1. How to Build Your First Agent. One That Works.karozieminski.substack.com
  2. I Tested Atoms, Lovable, and Replit. One of Them Solves the Problem That Kills Most Apps.karozieminski.substack.com
  3. Build With Attitude ✊ - An Open Invitation To Vibecoders Who Care About Building Things That Matterkarozieminski.substack.com
  4. Go Beyond the Prototype: Everything You Need To Build and Launch AI Productskarozieminski.substack.com
  5. What I built in 1 night with Perplexity Computerkarozieminski.substack.com
  6. If You Build With AI, You Need This File. And The System That Generates It.karozieminski.substack.com
  7. Vibecoding x Cybersecurity: Survival Guide by the Expert Who Fixes Your Code After Youkarozieminski.substack.com
  8. How To Product-think When AI Builds At Lightning Speed.karozieminski.substack.com
  9. Vibecoding, Spec-driven, And The New AI Development Lexicon: A Definitive Guide for Founderskarozieminski.substack.com
  10. Vibecoding, But Smarter: The PRD Prompt That Audits Itself For Hallucinations and Failure Modeskarozieminski.substack.com
  11. Is Your Replit Looping? This Will Help.karozieminski.substack.com
  12. Vibe Coding Hubkarozieminski.substack.com

Google AI Experiments & Reviews

Nano Banana, Veo, Gemini and Antigravity experiments.

  1. Gemini Omni Flash: Cute Videos, Serious Product Strategy, and the Future of Editable Realitykarozieminski.substack.com
  2. Visual ASMR: How to Make Oddly Satisfying Christmas Designs With Nano Bananakarozieminski.substack.com

Prompt & Context Engineering

  1. An Illustrated Guide to Context Engineering, Prompt Engineering, and The Future of Bothkarozieminski.substack.com
  2. Prompt Engineering 2026 - The only framework that works on reasoning modelskarozieminski.substack.com
  3. How to prompt Claude Coworkkarozieminski.substack.com
  4. The Self-Improving Prompt System That Gets Smarter With Every Usekarozieminski.substack.com

Grow Your Founder Substack

Everything I learned as a builder/founder writing on Substack.

  1. 10 Tools I Use To Run A Bestselling Substack Publication in 2026. AI, automation, productivity & design tools I use. Includes Substack notes scheduler.karozieminski.substack.com
  2. Understanding Substack User Behavior + 2026 Roadmapkarozieminski.substack.com
  3. The Indie Builder Economy on Substack: Creators Becoming Product Companieskarozieminski.substack.com
  4. Why Every Brand Should Monitor Substack for User Insightskarozieminski.substack.com
  5. Claude Skill: SEO And AIO-optimized Alt Text Generator for Substackkarozieminski.substack.com

Products

  1. Product with Attitude

    AI Product Blog & Builder community

    Present$500-$1000/mo
  2. StackShelf

    Substack Marketplace.

    Present$50-150/mo
  3. Attitude Vault

    Community resources for members of Product with Attitude

    PresentFree for Members

AI Agents 2026

The 2026 AI agent management framework: failure modes, delegation ladders, and five rules for running autonomous agents safely.

  1. How to Build Your First Agent. One That Works.karozieminski.substack.com
  2. How To Manage AI Agents in 2026karozieminski.substack.com

Critical AI Literacy

Use, understand, evaluate, and challenge AI systems with informed judgment.

  1. Use AI with Attitude, or Become the Product. Critical AI Literacy Series 2026.karozieminski.substack.com
  2. AI-assisted Craft: A Manifesto. The missing category between human-made and AI-made.karozieminski.substack.com
  3. The Builder-Parent Paradoxkarozieminski.substack.com
  4. You Can't Critique AI You Haven't Built Withkarozieminski.substack.com

Agentic Commerce

  1. Should we build for AI shopping agents, sell to them, or block them?karozieminski.substack.com

Recent activity

Mar 30, 2026created a post
How To Manage AI Agents in 2026
Sep 28, 2025created a post
The PRD Prompt That Audits Itself For Hallucinations and Failure Modes
Sep 26, 2025created a post
How I Ended Up Building a Digital Shelf For Substack Creators

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