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AI Product Patterns

Streaming, tools, validation, and safe LLM features in production

aillmstreamingopenaitools

What's Included

Ship AI features responsibly: streaming Route Handlers, tool calling with Zod, structured outputs, rate limits and keys, prompt regression checks, and cost telemetry. Works with Vercel AI SDK and similar stacks.

Streaming LLM (Route Handlers)

streamText pattern, auth, maxDuration, error handling

2KB · .md file

Tool Calling & JSON Schema

Zod tools, descriptions, side-effect safety

1KB · .md file

Structured Output & Validation

generateObject + Zod; repair loop; never raw JSON.parse to DB

1KB · .md file

Rate Limits & API Keys

Server-only keys, per-user limits, abuse signals

1KB · .md file

Prompt Regression Checklist

Version prompts in git; golden outputs; CI hooks

1KB · .md file

AI Cost & Telemetry

Token logging, aggregates, alerts, PII-safe logs

1KB · .md file

Bundle Price

$7.00

6 files

Instant download

🎁 First 5 downloads free · No subscription required