Articles exploring vibe-coding through the lens of behavioral science and experimentation. Practical frameworks for growth leaders who measure in revenue, not vanity metrics.
9 articles
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.
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.
There's no single best AI coding tool — the largest study of real merged pull requests found no universal winner.
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…
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.
Token price and benchmark scores are the wrong scoreboard for choosing an AI coding model.
The AI wrapper era is over. Solo builders shipping hyper-specific vertical tools win — not another ChatGPT skin with a logo on it.
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.
Vibe coding — shipping AI-generated code without understanding it — creates technical debt that kills startups. Here's how to use AI coding tools responsibly.