Karo
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productsattitude.bsky.social
Karo
@productsattitude.bsky.social
AI Product Manager & Substack Bestseller 🧡 I like to build great tools for creators of all kinds, from writers to founders. Join our community of 4K+ builders, showcase your books & tools on StackShelf and learn to vibecode with us.
The magic of modern building?

You can build a powerful product by combining existing blocks.

#vibecoding #buildwithAI #learnAI #substack
November 21, 2025 at 9:01 PM
Reposted by Karo
Are you a vibecoder?

If so, you aren’t going to want to miss this detailed guide filled with everything you need to build and launch AI Products.

It’s written by the vibecoding experts @productsattitude.bsky.social and Karen Spinner.

substack.com/home/post/p-...
Vibecoding Tips: The Ultimate Collection
Go Beyond the Prototype: Everything You Need To Build and Launch AI Products
substack.com
November 10, 2025 at 2:25 PM
I asked my #substack subscribers what they need for 2026, here's what happened

karozieminski.substack.com/p/substack-r...
November 20, 2025 at 9:23 PM
The most powerful words in prompting:

“Challenge my assumptions.”

#LearnAI #ProductWithAttitude #BuildInPublic #promptEngineering #substack
November 15, 2025 at 9:21 PM
The best way to learn AI: build something today.

#BuildWithAI #vibecoding #LearnAI #ProductWithAttitude #substack
November 13, 2025 at 4:22 PM
The best builders don’t just ship fast - they question everything that moves.

karozieminski.substack.com/p/product-th...

#productthinking #vibecoding #buildwithAI #ProductWithAttitude
The One Feature AI Can’t Replace
How To Product-think When AI Builds At Lightning Speed.
karozieminski.substack.com
November 12, 2025 at 3:14 PM
Builders don’t start because they’re confident. They become confident because they start. #BuildWithAI #ProductWithAttitude #BuildInPublic #Vibecoding #Substack
November 11, 2025 at 8:30 PM
2020: One day, I will build this

2025: How about today?

#vibecoding #BuildWithAI #ProductWithAttitude #LearnAI
November 9, 2025 at 4:00 PM
LLMs are trained to complete, not protect. Unless security is explicitly in the prompt, you're in trouble. #vibecoding #contextengineering #ProductwithAttitude
November 6, 2025 at 5:55 PM
The formula is simple:

Creativity × AI × learning x consistency = success.
November 3, 2025 at 5:33 PM
Controversial: We should teach “AI output analysis” before we teach prompt engineering. You need to know what good looks like before you can ask for it. #PromptEngineering #ContextEngineering #SpecCoding #Vibecoding #ProductWithAttitude
November 2, 2025 at 8:51 PM
Reposted by Karo
Curious about what our 500+ #SheWritesAI writers have to say about #AI and #data? Coming out in a few hours: a digest summarizing the past two weeks, featuring over 400 articles. The top 10 list includes 2 excellent articles by @productsattitude.bsky.social - come and see what you've been missing!
Weekly SheWritesAI digest for Oct. 19, 2025
10 featured articles and 486 total articles from newsletters written by people in the SheWritesAI directory in the past 14 days
open.substack.com
October 20, 2025 at 7:00 AM
The Indie Builder Economy on Substack: Writers Becoming Product Companies dlvr.it/TNwtbn #substack #CreatorEconomy #indie
The Indie Builder Economy on Substack: Creators Becoming Product Companies
The Most Comprehensive Analysis of Products Built Within the Substack Ecosystem
dlvr.it
October 28, 2025 at 11:21 PM
Claude Skills are taking the AI community by storm. Here's why: karozieminski.substack.com/p/claude-ski... #claudeskills #Anthropic #claudeai #claude #substack
October 19, 2025 at 12:37 PM
I've built and launched 2 solid products with Replit and partnered with a fellow builder to compile a list of our best tips: karozieminski.substack.com/p/vibecoding...

#replit #vibecoding #speccoding

Hope it helps!
October 15, 2025 at 8:19 PM
The gap between complaining and creating is one decision.
October 7, 2025 at 6:50 PM
I stopped checking the news every hour.
Instead, I built a system that filters updates and ranks what's important.
Now I stay ahead without feeling overwhelmed.
#perplexity-comet
- https://karozieminski.substack.com/p/perplexity-comet-advanced-use-cases-guide
October 7, 2025 at 5:18 PM
Don’t use #Perplexity #Comet like a fancy search bar, that’s just 10% of its power.
It’s like owning a #Tesla and never trying autopilot.
October 6, 2025 at 7:16 PM
Remember to implement JSON-LD, so your site is discoverable by LLMs
#aidiscoverability #aiseo #llm #vibecoding
October 2, 2025 at 2:25 PM
Always tell the AI agent where to put the code. #vibecoding #specdriven #productiongrade #substack
October 1, 2025 at 12:09 PM
Vibecoding is not about writing clever prompts. It's about establishing architectural scaffolds to guide the model toward consistency & reliability. Without them, projects won't evolve to production-grade code. #vibecode #specdriven #productiongrade
September 30, 2025 at 10:14 AM
Reposted by Karo
What is a product? It’s a continuously evolving hypothesis about what helps.

#productlaunch #ProductDesign
August 6, 2025 at 6:07 PM