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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.
After paying for every major AI subscription and testing them in production, here's the honest breakdown: what Claude, ChatGPT, Gemini, and Grok actually excel at—and where each one falls short.
Cursor's multi-agent started as best-of-N: the same prompt raced N times, and you pick a winner. In 2026 Cursor shipped real orchestration. What changed, and which one you should reach for.
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