标签：self-hosted

Jev-style typed decisions from Qwen3.5-2B logits — one forward pass, zero decoding, zero fine-tuning.

Triage every open pull request of a GitHub repo in minutes: Jev typed questions, local Ollama descriptions, git test-merge, take / consider / skip board

Open-source, Jev-compatible System One API: typed decisions (Noul, Choice, Score) from next-token probabilities in one forward pass. Works with typesafe-sdk. Free hosted at sifty.dev.