Mirascope is an LLM anti-framework that abstracts away provider-specific complexity, letting developers call any frontier LLM (Anthropic, OpenAI, etc.) through simple Python decorators. It supports structured output via Pydantic models, tool use for building agents, and stream handling. The library aims for minimal boilerplate compared to heavier frameworks.