5 Mistakes Beginners Make When Vibe Coding (And How to Avoid Them)
Towards AI
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Generative AI
Most beginner mistakes aren’t about prompt wording - they’re about the surrounding system. Key Takeaways - One-shotting prompts without a spec is the most common failure mode: experienced devs were 19% slower with AI tools when the task wasn’t clearly scoped (METR 2025) - AI-coauthored code is 1.75× likely to