Everyday AI

Make AI work for you with prompt engineering, workflows and automations—without adding complexity or cognitive load.

Jan 02, 2026

Most AI guides teach you how to produce output.
This track is about building habits, systems, and judgment so AI works for you, without becoming another thing to manage.

This hub is part of Builder Track 1, for people who want to turn ideas into real, trustworthy products.

It’s for people who want AI to support their thinking, help them learn faster, write better and make their work easier, while keeping their taste, values, and point of view intact.

Overview graphic of Builder Tracks by Karo (Product with Attitude) showing five learning paths for AI-assisted product work. The highlighted Builder Track 1: Everyday AI focuses on bringing AI into daily work so it quietly helps instead of becoming another thing to manage, with emphasis on prompt systems, frameworks, and automations. Additional columns display Build with AI, Design with AI, AI for Teams, and Build on Substack, outlining a progression from personal productivity and vibecoding to design workflows, team-level AI competence, and community-driven building in public.

This hub is actively maintained and always growing.
New guides and resources are added weekly.
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Prompt Engineering & Frameworks

All of the prompt systems below are available in AttitudeVault.dev, alongside a growing library of powerful prompts contributed by the Product With Attitude community.

Prompt Builder
- A structured system for creating high-quality prompts from scratch.
- One of my most viral prompts.
Prompt Evaluation Chain
- Two-step system for prompt evaluation and refinement uses a 35-criteria rubric to score, critique, and improve prompts systematically. It’s designed as a project prompt, which makes it easily reusable (I use it for all my prompts)
- Featured by Build to Thrive.
PRD Generator Prompt
- A PRD Generator prompt that audits itself for hallucinations and failure modes.
- Recommended only for serious builds, an overkill for prototypes.
n8n AI Agent Builder for Claude Code
- A production-grade n8n AI Agent Builder that creates fully importable, zero-error JSON workflows from your requirements.
- Designed for Claude Code.

Design Prompts

Bring AI into design process without compromising on creative control. These prompts focus on consistency and visual judgment (not one-off generations).

👉 View all articles in this series.

Prompts by the PwA Community

Visit AttitudeVault.dev, a library of powerful prompts contributed by the community members. We add new resources weekly, across all categories (writing with AI, vibecoding, design, automation, productivity and more).

Technical Stack & Tools Deep Dives

Choosing your AI stack? Start here to pick the right tools for each part of your workflow.

Anthropic’s Claude Skills: A Practical Deep Dive
- Key insight: A hands-on breakdown of Claude Skills, including real workflows, setup patterns, and practical use cases.
- Best for: People exploring and implementing Claude Skills.
10x Your Productivity with Perplexity Comet
- Key insight: Using an agentic browser for research and builder workflows.
- Best for: Research-heavy work.
Why “it feels worse” is the wrong metric for evaluating ChatGPT-5.2
- Key insight: Most debates about ChatGPT 5.2 focus on how it feels, not how it behaves under stress. The real change isn’t intelligence or creativity — it’s reliability, instruction persistence, and failure patterns, which matter far more for builders shipping real products.
- Best for: ChatGPT users.
Lazy Yet Powerful Automations With Manus AI
- Key insight: Copy-paste automations with minimal setup and real payoff.
- Best for: Everyone exploring automations.

Related Resources

As always, feel free to DM me, I’m just a message away! I respond to every message.

Thank-you banner by Karo Zieminski for Product with Attitude reading “Thank You For Reading Product with Attitude,” featuring a playful stick-figure character running alongside the text to express appreciation to readers.

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