Production Grade AI Starters vs Wattfare

Browse production-grade AI starters with hardened prompts, prompt-injection defenses, server-side AI routes, rate limits, safe error handling, and deployment-ready...

Users connect, set a spending cap, and you call any model through one SDK, charged to them, not you.

About Production Grade AI Starters

Browse production-grade AI starters with hardened prompts, prompt-injection defenses, server-side AI routes, rate limits, safe error handling, and deployment-ready guardrails. Some templates use their own authentication patterns, so the shared focus is prompt hardening, secret safety, and safer AI behavior in production. Some projects use their own authentication approach, so the shared hardening focus is protecting prompts, credentials, and AI behavior before these starters move into production. A Next.js RAG chatbot starter that lets users upload PDFs or text, create OpenAI embeddings, store vectors in Pinecone, retrieve source chunks, and answer questions with clickable citations.

About Wattfare

Users connect, set a spending cap, and you call any model through one SDK, charged to them, not you. OpenAI-compatible Works with the Vercel AI SDK ~5-min integration. One button connects a user's inference budget to your app, metered, capped, and revocable. The problem AI costs are the one line item you can't predict. Every AI app makes the same uncomfortable bet: price high enough to survive your power users, ration usage so nobody hurts you, or quietly lose money on the heavy ones.