Open research and tooling around JEV: structured decisions instead of free text.
JEV is a model that answers small structured questions (for example, which of five known actions fits a situation) instead of generating free text.
What we do
We build open tooling around that idea: finding where a decision point in a codebase might benefit, compiling typed decision questions, and researching parallel typed decisions and calibration.
TRACE-GC evidence-bound graph synthesis, GraphRAG, and first-page research validation
MIT
Limits
layev is a research candidate, not a validated Jev replacement. Its CPU fixture tests pass; native Qwen/CUDA checks and Jev-relative quality are still open.
jraphyte is a reference implementation with explicit deployment gates, not a qualified production service. Its demo uses fabricated observations and no provider.
jev-integration-evaluator is read-only and offline by default.
TypeWright is alpha: its no-key demo and core tests pass, but no live provider study has been completed and no measured accuracy gain is claimed.
Live provider results are not claimed here; each README states what was and was not exercised.
This organization has no public members. You must be a member to see who’s a part of this organization.
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