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Build backend AI with Vercel AI SDK v6, covering structured outputs, multi-modal capabilities, tools, and 15 error solutions. \n \n Supports text generation, structured outputs (objects, arrays, choices), speech synthesis, transcription, embeddings, and image generation across 69+ providers (OpenAI, Anthropic, Google, Cloudflare) \n Output API replaces deprecated generateObject/streamObject; use Output.object() , Output.array() , Output.choice() for type-safe structured data with Zod schemas \n

Schema definition, catalog creation, and AI prompt generation for json-render specs. \n \n Define schemas with typed specs and catalogs using defineSchema , then create catalogs mapping component names to their props and descriptions \n Generate AI system prompts from catalogs with optional custom rules; supports spec streaming via JSONL patches with createSpecStreamCompiler \n Dynamic prop expressions enable state binding ( $state , $bindState ), conditionals ( $cond ), templating ( $template )

Expert guidance for building .NET 8 applications with clean architecture, minimal APIs, and cloud-native patterns. \n \n Covers minimal APIs, Entity Framework Core, CQRS with MediatR, JWT authentication, and AOT compilation for .NET 8 \n Enforces async/await patterns, nullable reference types, record DTOs, and clean architecture layer separation \n Includes reference guides for minimal APIs, clean architecture, Entity Framework, authentication, and cloud-native deployment \n Provides code exampl

Use components from your core library instead of raw platform components. This ensures consistent styling and behavior.

If .agents/product-marketing-context.md exists (or .claude/product-marketing-context.md), read it before writing or editing. Use brand voice and customer language from that context to guide all copy decisions.

Guides optimization of Core Web Vitals (CWV)—Google's user experience metrics that affect search ranking. CWV are confirmed ranking factors for mobile and desktop.

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