static audit · 2026-10-25T22:34:32.901Z

outlines-dev/outlines

63 source files scanned · 15 LLM call site(s) · ~0% of LLM spend looks recoverable (static heuristics · repo looks like a library)

Library/SDK layout detected (installable Python package with src/ layout and no app entry point): call sites are most likely pass-through wrappers where the caller chooses the model and prompt, so findings are downgraded one level and the estimate is discounted.

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Models referenced

none detected

Findings

No token-waste patterns detected in the scanned files.

Fix all of it with one line

OPENAI_BASE_URL=https://tokenzero.sh/v1
ANTHROPIC_BASE_URL=https://tokenzero.sh

Keys pass through untouched. Cache formatting and exact caching are on by default; cascade routing stays opt-in. How it works