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Learn to build a production-grade financial analyst assistant using Vertex AI Studio and Gemini 3 without writing any code in this 10-minute tutorial. Follow Google Cloud experts Shubham Saboo and Colby Hawker as they demonstrate the complete process from PDF earnings report to working application using the new "vibe coding" build feature. Start immediately in Express mode without requiring a credit card or Google Cloud account, then use the innovative "/build" command to instantly generate working applications from prompt instructions. Master the trial-and-error prompting loop, optimize prompts with slash commands for production-ready JSON output, and leverage built-in AI agents for response evaluation. Discover how to generate API keys instantly, scale from prototype to production with secure one-click deployment, and build sophisticated agents with tools for team collaboration. The tutorial covers converting PDF data to diagrams, automating response evaluation, and moving applications to production environments while addressing common developer friction problems in AI application development.
