Vibe Coding vs. Hiring a Dev Shop: A Decision Framework for When DIY Stops Being Smart
63% of vibe coders have no engineering background. 40-62% of AI-generated code has security flaws. Here's the decision framework for when vibe coding is genuinely the right call - and when skipping professional development creates expensive problems.
ai-strategy vibe-coding software-development