Vibe Coding vs Senior Engineering: Where AI Coding Tools Really Help (and Where They Don't)

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The author, using GitHub Copilot, Claude Code, and Cursor, notes tools change workflow but can cause bugs when used without scrutiny. In 2025 they wrote about security pitfalls of Vibe coding, a term from Andrej Karpathy, and introduced Agentic Engineering.