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0.4.0 — 2026-10-31
- Validate typed answers against request names, kinds, candidates and finite probability distributions. Raw
predictremains available. Malformed responses previously accepted now fail explicitly. - Add total request budgets, Retry-After with jitter, stable timeout/response errors and metadata-only event hooks.
- Add local loading stages, runtime information and representative-request warmup; document concurrency and ownership.
- Add versioned cross-language protocol/formula fixtures and installed-package smoke tests.
- Add native asynchronous LLM comparisons, optional probability normalization and provenance diagnostics. Missing token counts are unknown, not zero.
- Support borrowed httpx clients without transferring ownership; improve missing-answer lookup errors.
Compatibility: typed calls reject malformed responses; raw predict remains available. See contracts/README.md for timeout and resource ownership guarantees.