Guides

Filtering events

Compose declarative, both-backend event filters from small builders over named junk categories.

Scoring sentiment

Wrap an inference model in a composable ScoreSpec whose deterministic stages short-circuit or post-process its score.

Rust/Python backends & parity

How the Rust fast path and the pure-Python reference stay at verified parity — and how that parity is proven.

Compose your own policy

Declare a project’s filtering and scoring policy as data — one FilterSpec and one ScoreSpec, built from primitives, in a single module.