The AI Startup Playbook: What Changes When AI Does the Building
Running a startup with AI tools changes fundraising, hiring, product development, and go-to-market. Here's the new playbook for AI-native founders.
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Free Learning · Better Decisions Make Growth Decisions
Make Growth Decisions
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Know what to test, when to trust the result, and what to do next. Practical guides for analysts, growth teams, and founders.
LLMs Are Not Magic: A Developer's Mental Model for Working With AI
Understanding how LLMs actually work changes how you use them. A practical mental model that helps developers get better results from AI tools.
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How I Built a Content Publishing Pipeline That Runs While I Sleep
The technical architecture behind an automated content pipeline: from data source to published article, with quality gates that catch bad content.
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Why Your AI-Generated Code Works in Dev But Breaks in Production
The most common reasons AI-generated code fails in production — and how to catch the issues before your users do. A guide for AI-assisted developers.
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Prompt Engineering Is the New Product Management
Product managers who master prompt engineering will outperform those who don't. Here's why the skills are converging and how to adapt.
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Building in Public With AI: What I Share, What I Keep Private, and Why
A founder's framework for building in public when AI does most of the work. What to share for growth, what to protect, and how to stay authentic.
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How to Use AI for Market Research Without Leaving Your Terminal
Use Claude Code and AI tools to conduct competitive analysis, customer research, and market sizing without switching between dozens of browser tabs.
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Vibe Coding Is Not a Strategy: When AI-Assisted Development Goes Wrong
Vibe coding — shipping AI-generated code without understanding it — creates technical debt that kills startups. Here's how to use AI coding tools responsibly.
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AI-Powered SEO: How I Rank Articles Written in Minutes, Not Days
A practical system for creating SEO content with AI that actually ranks. Research, writing, optimization, and publishing in under an hour per article.
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The Solo Founder's AI Stack: Tools That Replace a 5-Person Team
How solo founders use AI tools to match the output of a 5-person startup team. The complete AI stack for coding, content, design, and ops.
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10 Claude Code Workflows That Save Me Hours Every Week
Practical Claude Code workflows for startup founders: from automated refactoring to test generation, these patterns 10x developer productivity.
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Why I Stopped Writing Code and Started Describing What I Want
How shifting from manual coding to AI-assisted intent-based development changed my startup velocity and what I learned in the process.
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Anchoring Experiments for B2B SaaS Pricing Pages That Raise ARPA
When a buyer lands on your pricing page, the first number they see does more work than most teams admit.
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Pricing Page Tests That Shift Buyers to Higher Plans
If your pricing page gets more clicks but buyers keep choosing the cheapest plan, you don't have a traffic problem. You have a revenue problem.
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Pricing Page Testing for B2B SaaS That Improves Revenue
If your pricing page gets traffic but revenue stays flat, I wouldn't start with button colors. I'd start with buyer confidence.
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SaaS Pricing Tests That Lift Higher Plan Adoption
Most pricing pages miss the point. They chase more clicks, not better plan mix.
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How To Test Decoy Pricing On SaaS Pricing Pages
Your pricing page is where product value meets hard math. When I test decoy pricing saas pages, I don't ask whether the third plan looks clever.
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9 SaaS Pricing A/B Tests Worth Running First
Your pricing page is where your nice story meets a credit card. Most teams spend their first cycles on surface edits. I don't.
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15 Pricing Page A/B Tests For Low-Traffic SaaS Teams
Low traffic doesn't give me permission to guess on pricing. It forces me to test fewer, sharper things.
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Pricing Page A/B Testing Ideas That Improve Trial Quality
More trials can hide a worse business.
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Status Quo Bias in Channel Design: How Interface Defaults Create Artificial Demand Constraints
Status quo bias in channel design suppresses phone demand artificially.
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The Economics of Commitment in Digital Forms
Sunk cost is not always a fallacy — in enrollment design, deliberate commitment creation at the top of funnel can double downstream conversion.
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Prospect Theory and Information Disclosure
How prospect theory explains why disclosing the benefits of SSN collection changes user behavior — and what it reveals about privacy, mental accounting, and…
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The Confirmation Page as a Task Dashboard: Designing for Post-Purchase Action
Confirmation pages fail because they are designed as receipts, not interfaces. Here is how task-oriented design turns post-purchase pages into completion engines.
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