
Building Intuition: What AI Gets Wrong (How to Predict It)
AI failures aren't random—they follow patterns. After 1000+ hours of vibe coding, you can predict when AI will fail. Here's how to build that intuition.
Effective patterns for AI-assisted development.
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2 of 8 parts

AI failures aren't random—they follow patterns. After 1000+ hours of vibe coding, you can predict when AI will fail. Here's how to build that intuition.

Weekend vibe coding differs from production work. The professional workflow: structured prompts, staged tasks, test-first thinking, CLAUDE.md patterns.

The definitive guide for CTOs and VPs navigating AI-assisted development. From building the business case to measuring success—everything you need to lead your team through the transition.

Your developers are already using AI tools. The question isn't whether to allow it—it's whether they're using it safely. The cost of untrained adoption is higher than you think.

A look inside our training methodology. What we cover in 4 hours, why senior devs need different content than juniors, and the framework that gets teams productive immediately.

AI tools require a different mindset than traditional software. Here's the practitioner knowledge that separates productive AI users from frustrated ones.

Not everything has an API. When your coding agent hits a wall, browser agents become your secret weapon. Here's the copy-paste workflow that's been working remarkably well.
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