miracle/studio
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02 · AI

AI integration

LLM features that survive production. RAG, agents, evals, and the small craft most teams skip.

How we approach it.

Adding AI to a product is easy to demo and hard to ship. We focus on the part that lasts: features that behave the same on a bad day as on a good one.

That means retrieval that actually finds the right thing, agents that know when to stop, and a set of evals so you can change a prompt without crossing your fingers.

Ideal for

Teams who want AI in their product without the flaky-demo energy.

What you get

  • Chat, search or agent features
  • RAG pipelines over your own data
  • Tool-use and function calling
  • Evals so changes are safe to ship
  • Guardrails and cost controls
  • Works with OpenAI, Anthropic or local models
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