v0.1.0

First release.

lazycontroller is a drop-in replacement for the openai Python client. Structured-output calls that are really decisions go to a fast decision model first; if every field reaches min_confidence, its answer is used, otherwise the call goes to your LLM unchanged.

• OpenAI / AsyncOpenAI, configured with fast=FastConfig(...), varied per code path with with_fast()
• Chat Completions and Responses APIs, create and parse
• Route reports for every intercepted call, shadow mode and ShadowReport to choose min_confidence

Install: pip install lazycontroller · Docs: https://nicolasambin.github.io/lazycontroller/