The Skill That Matters More Than the Perfect Prompt
Being specific about what 'finished' looks like matters more than finding magic wording — Claude Code fills in any gap you leave, not always the way you meant.
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Blog · Tag
Vibe Coding
Articles exploring vibe-coding through the lens of behavioral science and experimentation. Practical frameworks for growth leaders who measure in revenue, not vanity metrics.
13articles
Do You Need to Learn to Code Before You Start?
Most of what makes someone effective with Claude Code is clear thinking, not fluency in a programming language. Here's what actually matters instead.
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Vibe Coding Is a Real Way to Build Software
Describing what you want in plain English and having an AI build it produces working software, not a toy version of programming. Here's why that holds up.
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What Claude Code Actually Does for You
Claude Code writes, edits, and runs real code on your computer. Here's the difference that makes, and what it means if you've never written a line of code.
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The New Claude Code Features Most People Are Still Ignoring
Most Claude Code advice — including Anthropic's own conference talks — describes a tool that no longer exists. Six changes actually change how you should work: rewind, auto mode, background subagents, worktrees, agent teams, and adversarial review.
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Why a Model Router Won't Save Your AI Coding Budget (And What Actually Does)
The dream of a 'master orchestrator' that auto-picks the cheapest model that can do each coding task is a research spiral, not a shortcut.
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Claude Code vs Codex vs Cursor: A Task-by-Task Buyer's Guide (2026)
There's no single best AI coding tool — the largest study of real merged pull requests found no universal winner.
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How to Near-One-Shot a Feature
One-shotting a feature with AI isn't luck — it's a method. The goal isn't the prettiest first draft; it's the fewest total tokens to a change that compiles…
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How to Save Tokens With Claude Code Without Making It Dumber
Most token-saving advice for Claude Code quietly makes the agent worse — starve its context or drop to a cheap model and you pay for the retries.
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Which AI Model Should You Actually Use to Build Software? (Hint: It's not the cheapest one)
Token price and benchmark scores are the wrong scoreboard for choosing an AI coding model.
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The Death Of The Wrapper: Why The Future Of AI Is Vertical, Not Universal
The AI wrapper era is over. Solo builders shipping hyper-specific vertical tools win — not another ChatGPT skin with a logo on it.
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The 200-Line Limit: Why Vibe-Coding Solo Apps Needs A Hard Architecture Constraint
Clean code in the AI era is about context window management. No file over 200 lines, ever. Here's why that rule doubles shipping velocity.
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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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