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Non-Technical Developer Seeks Advice on AI-Assisted App Building Amid Rapid AI Changes

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A non-technical developer with a background in software companies has spent six months building a cataloguing app using React, TypeScript, and Vite with Claude Code in VS Code. They transitioned from basic vibe-coding to spec-driven development but are struggling as the app grows more complex and AI token usage increases. The developer is finding it difficult to keep up with the fast pace of AI tooling changes, noting that some features they learn about — such as the Task tool in Claude — become outdated by the time they try them. They are also uncertain whether to invest time in learning additional tools like MCP or subagents. Seeking community guidance, they aim to release a quality app by next year without getting lost in constantly shifting AI development workflows.

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Non-Technical Developer Seeks Advice on AI-Assisted App Building Amid Rapid AI Changes · ShortSingh