How to Debug AI-Generated Code: A Systematic Approach
Learn a systematic approach to debug AI-generated code. Identify common failure patterns, trace logic errors, and build reliable debugging workflows.
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Writing · Lean Experiments
Revenue-First
Revenue-First
Experimentation
Practical A/B testing frameworks, behavioral science, and conversion optimization — for growth leaders responsible for revenue.
Why I Switched From Cursor to Claude Code (And What I Miss)
An honest comparison of Cursor and Claude Code after months of daily use. Different tools for different workflows, and why I landed where I did.
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Shipping a Feature Every Day: My AI-Accelerated Development Sprint
How I shipped one meaningful feature every day for 30 days using AI coding tools. The process, the results, and what I learned about sustainable velocity.
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The Non-Technical Founder's Guide to Understanding AI (Without the Hype)
Cut through AI hype with a practical guide for non-technical founders. What AI can actually do, what it can't, and how to evaluate AI tools for your startup.
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AI for A/B Test Analysis: What It Gets Right and Where It Fails
AI can accelerate A/B test analysis dramatically. But it also introduces new failure modes. Here's what to automate and what to keep human.
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From GPT Wrapper to Real Product: How to Build AI Features That Last
Most AI products are thin wrappers around an API. Here's how to build AI features with genuine defensibility that survive the next model upgrade.
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How to Evaluate AI-Generated Code (A Checklist for Non-Experts)
You don't need to be a senior engineer to evaluate AI-generated code. This checklist helps non-technical founders spot quality issues before shipping.
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AI Agent Workflows: How to Chain Multiple AI Tools for Complex Tasks
Chaining AI tools into automated workflows that handle research, analysis, content creation, and publishing without manual handoffs between steps.
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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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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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