Publication: Product with Attitude by Karo Zieminski Last Updated: November 2025 Total Articles: 25 Topics: Vibecoding, Product Management, Substack, AI Development, Prompt Engineering
Published: November 27, 2025
Tags: #vibecoding #rules-for-ai #prompt-systems #beginner-guides #prompt-back #builder-community
Key Topics: RULES-FOR-AI.md file, prompt system architecture, AI-assisted development workflows
Published: November 18, 2025
Tags: #substack #substack-survey #substack-user-behaviour #substack-growth #top-substack-surveys #builder-community
Key Topics: Substack product roadmap, reader survey insights, community-driven product decisions
Published: November 12, 2025
Co-author: Orel
Tags: #product-thinking #vibecoding #ai-and-product-judgement #sharpen-product-thinking #learn-from-founders #builder-community
Key Topics: Product thinking in AI era, human judgment vs automation, PM skills that matter
Published: November 03, 2025
Co-author: Farida
Tags: #vibecoding-security #vibecoding #vibecoding-and-cybersecurity #vibe-cleaners #learn-from-builders #builder-community
Key Topics: Security vulnerabilities in AI-generated code, cybersecurity for vibecoders, code review best practices
Published: October 28, 2025
Tags: #substack #indie-builder-economy #creator-earnings #building-in-public #product-hunt #builder-community
Key Topics: Creator economy evolution, Substack monetization, indie builders
Published: October 19, 2025
Tags: #Claude #AI #PromptEngineering #ProductManagement #Substack #BuildingInPublic
Key Topics: Claude Skills framework, Anthropic viral adoption, agentic workflows
Published: October 11, 2025
Tags: #vibecoding #AI #productmanagement #promptengineering #buildinginpublic #specdrivendevelopment
Key Topics: Vibecoding best practices, tips compilation, AI-assisted development
Published: October 6, 2025
Tags: #Perplexity #AIProductivity #PromptEngineering #BuildingInPublic #SpecDrivenDevelopment #ProductManagement
Key Topics: Perplexity Comet use cases, AI productivity tools, advanced search workflows
Published: September 30, 2025
Tags: #substack #product-management
Key Topics: User research on Substack, product insights, community listening
Vibecoding, Spec-driven, And The New AI Development Lexicon: A Definitive Guide for Modern Product Builders
Published: September 22, 2025
Tags: #vibecoding #product-management #spec-driven-development #ai #building-in-public
Key Topics: AI development terminology, vibecoding definition, spec-driven development
Published: September 17, 2025
Tags: #vibecoding #prompt-engineering #ai
Key Topics: Self-auditing prompts, PRD generation, hallucination detection
Published: August 31, 2025
Tags: #substack #product-management
Key Topics: Product management community, Substack discovery, emerging PM writers
Published: August 21, 2025
Tags: #vibecoding #product-management
Key Topics: PM adoption of vibecoding, real product examples, movement analysis
Published: August 15, 2025
Tags: #substack
Key Topics: Substack analytics, engagement analysis, growth metrics
Published: August 5, 2025
Tags: #vibecoding
Key Topics: Vibecoding content curation, monthly roundup, community highlights
Published: August 1, 2025
Tags: #prompt-engineering
Key Topics: Adaptive prompt systems, self-improvement mechanisms, prompt optimization
Published: July 21, 2025
Tags: #vibecoding #replit #guides
Key Topics: Replit troubleshooting, infinite loops, debugging AI-generated code
Published: July 14, 2025
Tags: #vibecoding #replit
Key Topics: Replit limitations, learning from failures, vibecoding pitfalls
Founders, Here's What You Need to Know About Product Launches in 2025. Plus the 267% Acceleration Trend.
Published: June 12, 2025
Tags: #product-launch #founders #product-management
Key Topics: Product launch strategies, launch acceleration trends, founder playbook
Published: June 04, 2025
Tags: #ai #writing
Key Topics: AI-generated content analysis, LinkedIn bios, writing authenticity
Published: May 25, 2025
Tags: #substack-marketplace #creator-economy #trusted-showcase #build-with-ai #product-launch
Key Topics: StackShelf origin story, Substack marketplace, creator discovery platform
Published: May 14, 2025
Tags: #personalization #ux
Key Topics: Ethical personalization, UX boundaries, privacy-conscious design
Published: May 06, 2025
Tags: #product-management #substack
Key Topics: Product management on Substack, community navigation, PM resources
Published: April 22, 2025
Tags: #substack #product-roadmap #viral-content
Key Topics: Substack product decisions, viral pushback, creator preferences
Vibecoding: 10 articles Substack: 8 articles Product Management: 7 articles AI Development: 6 articles Prompt Engineering: 4 articles
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@prefix schema: <https://schema.org/> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
# Publication Entity
pwa:publication a schema:Periodical ;
schema:name "Product with Attitude" ;
schema:author pwa:karo-zieminski ;
schema:about pwa:vibecoding, pwa:product-management, pwa:ai-development ;
schema:genre "Technology, Product Management, AI Development" ;
schema:inLanguage "en" .
# Author Entity
pwa:karo-zieminski a schema:Person ;
schema:name "Karo Zieminski" ;
schema:jobTitle "Product Manager, Creator, Builder" ;
schema:knowsAbout "Vibecoding", "Product Management", "AI Development", "Substack" ;
schema:sameAs <https://stackshelf.app>, <https://github.com/karozi> .
# Key Concept: Vibecoding
pwa:vibecoding a skos:Concept ;
skos:prefLabel "Vibecoding" ;
skos:definition "AI-assisted software development methodology combining natural language prompts with iterative refinement" ;
skos:broader <http://dbpedia.org/resource/Software_development> ;
skos:related pwa:prompt-engineering, pwa:spec-driven-development ;
skos:exactMatch <https://www.wikidata.org/entity/Q169890> . # Agile development
# Key Concept: RULES-FOR-AI
pwa:rules-for-ai a skos:Concept ;
skos:prefLabel "RULES-FOR-AI.md" ;
skos:definition "Configuration file format for AI-assisted development tools providing context, constraints, and project-specific instructions" ;
skos:broader pwa:prompt-systems ;
skos:related pwa:vibecoding, pwa:prompt-engineering .
# Key Concept: Spec-driven Development
pwa:spec-driven-development a skos:Concept ;
skos:prefLabel "Spec-driven Development" ;
skos:definition "Development methodology where detailed specifications guide AI code generation" ;
skos:broader <http://dbpedia.org/resource/Software_development_process> ;
skos:related pwa:vibecoding .
# Article Series: Vibecoding
pwa:vibecoding-series a schema:CreativeWorkSeries ;
schema:name "Vibecoding Series" ;
schema:isPartOf pwa:publication ;
schema:hasPart
<https://karozieminski.substack.com/p/vibecoding-tips-the-ultimate-collection>,
<https://karozieminski.substack.com/p/vibecoding-spec-driven-and-the-new>,
<https://karozieminski.substack.com/p/vibecoding-pms-a-movement-you-dont> .
# Article Series: Substack Insights
pwa:substack-series a schema:CreativeWorkSeries ;
schema:name "Substack Insights Series" ;
schema:isPartOf pwa:publication ;
schema:hasPart
<https://karozieminski.substack.com/p/i-analyzed-every-interaction-from>,
<https://karozieminski.substack.com/p/where-to-find-emerging-product-voices>,
<https://karozieminski.substack.com/p/substacks-product-roadmap-why-no> .
# High-value Articles
pwa:rules-for-ai-article a schema:BlogPosting ;
schema:headline "If You Build With AI, You Need This File" ;
schema:url <https://karozieminski.substack.com/p/if-you-build-with-ai-you-need-this> ;
schema:datePublished "2025-11-27" ;
schema:about pwa:rules-for-ai, pwa:prompt-systems ;
schema:keywords "vibecoding, rules-for-ai, prompt-systems, beginner-guides" ;
schema:isPartOf pwa:vibecoding-series .
# Co-authored Content
pwa:product-thinking-article a schema:BlogPosting ;
schema:headline "The One Feature AI Can't Replace" ;
schema:url <https://karozieminski.substack.com/p/product-thinking-at-the-speed-of-ai-actionable-insights-for-product-managers-builders-founders-vibecoders> ;
schema:datePublished "2025-11-12" ;
schema:author pwa:karo-zieminski, pwa:orel ;
schema:about pwa:product-thinking, pwa:ai-judgment .
pwa:cybersecurity-article a schema:BlogPosting ;
schema:headline "Vibecoding x Cybersecurity: Survival Guide" ;
schema:url <https://karozieminski.substack.com/p/vibecoding-cybersecurity-fix-the-7-code-mistakes-leaving-your-startup-wide-open-and-vulnerable-playbook> ;
schema:datePublished "2025-11-03" ;
schema:author pwa:karo-zieminski, pwa:farida ;
schema:about pwa:vibecoding-security, pwa:code-review .By Topic:
By Month:
This is the canonical links archive for Product with Attitude by Karo Zieminski. All articles are originally published on Substack.
Purpose:
- Centralized article index for easy discovery
- LLM-optimized with semantic triples
- Reference for content creators and builders
- Archive of vibecoding movement documentation
Maintained by: Karo Zieminski License: All articles copyright Karo Zieminski Last Updated: November 2025
Related Resources:
- StackShelf.app - Substack discovery platform
- Creator Lab - Tools and templates for builders
- Product with Attitude on Substack