jevbooks

← All projects

jev-explained

davila7/jev-explained · Homepage

Interactive playground for TypeSafe's Jev probabilistic decision model.

Calibration & Research0.60Runner-up: Agent DecisionsQuestionnaire
Automated README summary

Automatically summarized from the README on 14 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

A Next.js playground that demonstrates how Jev, TypeSafe's System One model, makes typed probabilistic decisions. It is for developers who want to understand or prototype Jev-based decision logic.

How it uses Jev

Jev answers typed questions (noul, choice, score) on a given state. The playground shows the request, latency, token usage, probability bars, and the decision made by the example's decide() function.

Primitives:choicescorenoul

Technique worth stealing

Speculative fan-out: ask many questions in parallel on one state, then threshold probabilities in code.

Try it

npm install && npm run dev, open localhost:3000, paste a key, pick an example, press Run.

View on GitHub

Start using Jev: API key and your first request →

Model judgments from README excerpts

Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.

Models & evaluation dates

Inclusion gate
jev-1.13.0
Project signals
jev-1.13.0
Category
jev-1.13.0
Pattern tags
jev-1.13.0

Evidence

These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.

  • Jev is core to the projectFound in material0.93
  • Shows a System One patternFound in material0.81
  • Describes handling uncertaintynot found in the excerpt0.07
  • Reports measured numbersnot found in the excerpt0.19
  • Is a runnable toolFound in material0.70
  • Top-10 learning shortlist signalunclear0.56
  • Is a replica of the modelnot found in the excerpt0.04
  • Solves a common problem (0–2)score on a 0–2 scale0.28 / 2
  • About JevFound in material0.98
Signals
Jev is core to the project0.93Shows a System One pattern0.81Describes handling uncertainty0.07Reports measured numbers0.19Is a runnable tool0.70Top-10 learning shortlist signal0.56Is a replica of the model0.0400.51Solves a common problem (0–2)0.28 / 2012

no-judgment band (0.40–0.60)

Design patterns
Questionnaire0.98Traffic light0.51Funnel0.39Prefetch0.3600.51

no-judgment band (0.40–0.60)

The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 14 Oct 2026.