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decision-cascade

Local decision engine with typed, calibrated outputs (Noul/Choice/Score): cheap→strong cascade, ECE/Brier calibration, SystemOne protocol interop. Apache-2.0.

78 ★ on GitHub

What it is

Machine-native система принятия решений в духе Jev (TypeSafe AI), но с открытым исходным кодом, локальным исполнением и полным циклом «обучение → калибровка → оценка → деплой».

Where the decision sits

decision-cascade calls the hosted decision API rather than running its own weights. That keeps the project small and means its behaviour moves whenever the vendor ships a new model version. It also means an API key and a network round trip sit in the path of every decision.

Models it references: Jev, laya, laya.

How active it is

Created 2026-10-13, last pushed 2026-10-29, 78 stars and 0 forks when we read it on 2026-11-02. Everything in this category is weeks old at most, so a stale push date means something different here than it would on a mature project. Check the repository before you depend on it.

Find out what your data actually supports

We turn your historical decisions into a frozen test set, then tell you which model, which threshold, and how much of it you can safely automate.