Insights, tutorials, and best practices for schema-first AI development. Learn serverCompose(), useCompose(), flowBuilder(), and advanced patterns.
Learn how schema validation with Zod transforms AI development from brittle string parsing to type-safe, predictable applications. Explore serverCompose() patterns and real-world examples.
Complete tutorial on creating AI agents using the Actionpackd AI SDK. From basic serverCompose() calls to advanced provider switching and error handling.
How to build AI applications that aren't locked to a single provider. Use createProvider() to seamlessly switch between OpenAI, Gemini, Anthropic, and custom adapters.
Master real-time AI streaming in React applications. Learn useCompose() patterns, error handling, and creating delightful user experiences with token-by-token updates.
Design and implement complex multi-agent systems using flowBuilder(). Learn orchestration patterns, error handling, and coordination between specialized AI agents.
Essential security practices for AI applications. Learn about safe prompt templating, PII redaction, API key management, and compliance considerations.
How to use mock providers for development, testing, and client demos. Build confidence in your AI features without exposing API keys or incurring costs.
Best practices for taking AI applications from proof-of-concept to production scale. Error handling, rate limiting, monitoring, and performance optimization.