First Pattern to Production

This is the recommended rollout sequence if you are new to the platform.

Step 1: Choose import path

• Use Install with CLI if you already have an app.
• Use Download as App if you want full scaffolding and setup defaults.

Step 2: Get implementation context fast

Use Copy skill files from the pattern viewer and paste into your AI coding tool.

Ask the AI for focused changes:

• adapt model/provider
• customize tools and schemas
• keep external API surface unchanged

Step 3: Configure runtime

Set required environment variables and external service credentials before testing.

Step 4: Validate locally

Copypnpm lint
pnpm typecheck
pnpm dev

Verify:

• route loads
• streaming/tool calls succeed
• error states render correctly

Step 5: Production hardening

• add rate limits where applicable
• add monitoring/logging
• verify auth boundaries
• test failure fallbacks for external APIs

Step 6: Ship incrementally

• deploy behind internal feature flag
• gather traces and error rates
• then roll out broadly