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Vibe Coding at Scale: Customizing AI Assistants for Enterprise Environments - Harald Kirshner,
AI Engineerยท 2025-06-27 10:15
Vibe Coding Concepts - Introduces "Vibe Coding" as a fast, creative, and iterative approach to coding, particularly useful for rapid prototyping and learning [3][4][9] - Defines three types of vibe coding: YOLO (fast, instant gratification), Structured (maintainable, balanced), and Spec-Driven (scalable, reliable) [4][6][7] - YOLO vibe coding is suitable for rapid prototyping, proof of concept, and personal projects, not for production [4][8][9] - Structured vibe coding adds guard rails for maintainability and is suitable for enterprise-level projects [5][6] - Spec-driven vibe coding scales vibe coding to large codebases with reliability [7] VS Code Features for Vibe Coding - Highlights the use of VS Code Insiders for accessing the latest features, released twice daily [1][2] - Emphasizes the use of agent mode in VS Code, along with auto-approve settings, to streamline the coding process [9][10][11] - Introduces a new workspace flow in VS Code for easier vibe coding [13][16] - Mentions the built-in voice dictation feature in VS Code for interacting with AI [11][16] - Suggests using auto-save and undo/revert options in VS Code for live updates and error correction [17][18] AI and Iteration - Encourages embracing AI to build intuition and baseline its capabilities [21] - Recommends using frameworks like React and Vite for grounding and iteration [21] - Highlights the importance of iteration, starting from scratch, and working on specific items [22] - Stresses the importance of review, committing code often, and pausing the agent to inspect [32][33] Structured Vibe Coding Details - Templates with consistent tech stacks and instructions can guide the copilot flow [23] - Custom tools and MCPs (presumably, more context providers) can provide more reliable and consistent results than YOLO mode [23][31] - Workspace instructions, prompts, and MCPs can be made dynamic for specific parts of the codebase [30] - VS Code's access to problems and tasks allows it to fix code as mistakes are made [32]