Write an agent and tools with Mastra 1.x, use mastra build to produce a Hono server, write a multi-stage Dockerfile, and deploy to CloudBase Run with tcb cloudrun deploy — including OpenAI key injection and CloudBase database tool integration.
Use @tavily/core in a CloudBase Cloud Function to call the Tavily Search API, wrap real-time web retrieval for LLM agents into an HTTP-triggered function, and let frontends / Mini Programs call it directly without exposing the API key.
Use @ai-sdk/codemod to auto-migrate 4.x → 6.x, verify streamText / useChat compatibility, and rewrite with ToolLoopAgent + tool approval for a cleaner implementation.