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Vibe coding at enterprise scale: AI tools now tackle the full development lifecycle


Enterprise AI application development is moving forward with a new generation of vibe coding tools.

The term vibe coding itself represents a cultural shift in which developers focus more on intent and outcome than manual implementation details—a trend that has both enthusiastic advocates and skeptical critics. “We’ve really removed a lot of the friction involved with iterating and deploying applications,” Anshul Ramachandran, head of product and strategy at Windsurf told VentureBeat. It addresses a technical challenge that some competitors have overlooked: efficiently managing extended interactions with AI assistants when errors or misunderstandings occur.

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Tim, don't kill my vibe