AI and machine learning

OpenAI API

OpenAI models behind a provider abstraction, with structured outputs and an evaluation set so the feature stays correct.

How I use it

Bolt, a PDF interaction product, runs on the OpenAI API with Stripe billing and Kinde auth around it. I put the model behind an interface so it can be swapped or given a fallback, use structured outputs where the response feeds code, and measure every prompt change against a fixed set of real questions.

Offered through

Shipped with OpenAI API

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Questions clients ask about OpenAI API

OpenAI or Anthropic?
Both are good and I build against both. The choice is a one-line change if the system is designed for it, which is how I design it.
How do you control cost?
Smaller models where they pass the evaluation set, caching of stable prompt prefixes, and measuring tokens per completed task rather than per request.

Work with me

Need OpenAI API work done?

I work remotely with clients across the US, Canada, the UK, the UAE, Brazil and Australia. Tell me what you are building and I will reply with questions, a plan and an estimate.

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