Resources
105 builds · page 3 of 3
- 0522
Valid Schema, Wrong Content: Using Jev to Guard a Google ADK Agent
for a short video, four segments, each tagged with type, duration, and text. The `noul` confidence scores are real Jev API results for the original Traditional Chinese text (an…
dev.to · Tools & apps
dev.to
Resource
Tools & apps
-
-
- 0521
TypeSafe Jev vs Claude Code: 4 Models, 2 Real Jobs
Jev is a model that answers typed questions instead of generating text: yes/no, pick-one, or a score on a scale, each returned as a calibrated probability. You can get the same…
primeline.cc · Tools & apps
primeline.cc
Resource
Tools & apps
-
-
- 0519
system1-mcp v0.1.1
Jev-powered System 1 reflex engine for AI agents via Model Context Protocol (MCP) ... - Documentation: https://github.com/ericmaddox/system1-mcp#readme - Homepage:…
pypi.org · Tools & apps
pypi.org
Resource
Tools & apps
-
-
- 0518
Semantic code search without a vector index
Pass two hands that shortlist to Jev, TypeSafe's decision model, in a single batched call. Jev isn't a chat model, it's what they call a System One model: it doesn't generate…
dev.to · Tools & apps
dev.to
Resource
Tools & apps
-
-
- 0517
Semantic code linting with System One models
A semantic lint is a rule you can state in a sentence but cannot express in a regular linter. Jev turns each rule into a yes/no question over one diff hunk and returns a…
systemonemodels.org · Tools & apps
systemonemodels.org
Resource
Tools & apps
-
-
- 0516
pi-typesafe-router
Opt-in Jev task routing for Pi with TypeSafe, Cloudflare, Vercel, and OpenRouter backends and ordered preflight model fallbacks ... Install `pi-types ... -router` from npm and Pi…
pi.dev · Tools & apps
pi.dev
Resource
Tools & apps
-
-
- 0515
pi-jev-model-router
Route pi prompts to task-appropriate model tiers with TypeSafe Jev typed judgments. Budget-aware, with automatic fallback. ... Install `pi-jev-model-router` from npm and Pi will…
pi.dev · Tools & apps
pi.dev
Resource
Tools & apps
-
-
- 0514
MCP Optimization: ลด round-trip ของ resolver ด้วย Jev (ตอนที่ 3)
นี่คือจุดที่ Jev เข้ามา จากตอน 1-2 เรารู้แล้วว่ามันเป็น "โมเดลตัดสินใจ" ที่เร็วและถูก - ให้ตัวเลือกกับคำถาม มันคืน คำตอบเดียว + ความมั่นใจ (confidence) ไม่ต้อง generate…
marketdx.hashnode.dev · Tools & apps
marketdx.hashnode.dev
Resource
Tools & apps
-
-
- 0513
Jev: Typed decisions for enterprise AI - Michał Chromiak's blog
Jev is TypeSafe AI's model for that narrower job. You give it the relevant text and define the possible kinds of answer. It returns typed values and probability distributions…
mchromiak.github.io · Tools & apps
mchromiak.github.io
Resource
Tools & apps
-
-
- 0512
Jev in SuperQode: a harness for your code and workflows with Jev agent
SuperQode is our terminal-first harness for coding agents. You bring a model or an agent. SuperQode owns the loop: tools, permissions, YAML exec-policy, Git Guard, session…
medium.com · Tools & apps
medium.com
Resource
Tools & apps
-
-
- 0510
Jev Beat GPT Luna by 1 Point. GPT-6 and Claude Wrote the Answer ...
Two public sources now say Jev beats GPT-5.6 Luna. Vercel's CEO says so for the safety reviewer in fx, a Vercel tool whose default auto mode runs that reviewer on every command.…
dev.to · Tools & apps
dev.to
Resource
Tools & apps
-
-
- 0509
Jev + SystemOne Tune in SuperQode (GEPA): teach decisions from unlabeled examples
We shipped the SystemOne harness for Jev-like models a few days ago. As soon as we got access to Jev we put progressive tool discovery into the harness: deferred optional tool…
medium.com · Tools & apps
medium.com
Resource
Tools & apps
-
-
- 0508
Jev + Pi: a probability gate for my coding agent's shell commands
TypeSafe released Jev on 2026-09-15. It is a decision-only model: you give it yes/no propositions and it returns a probability instead of text. I put it in front of Pi's `bash`,…
dev.to · Tools & apps
dev.to
Resource
Tools & apps
-
-
- 0507
Exploring Jev for AI-Driven QA with agent-device
# Exploring Jev for AI-Driven QA with agent-device ... TypeSafe recently released Jev, a model for making fast, structured decisions. The company reports response times of 70 to…
callstack.com · Tools & apps
callstack.com
Resource
Tools & apps
-
-
- 0506
Eval agent responses with Jev - Blog - Braintrust
Jev handles narrow, typed decisions over unstructured data through TypeSafe's System One API. Your code supplies the relevant state and one or more questions with constrained…
braintrust.dev · Tools & apps
braintrust.dev
Resource
Tools & apps
-
-
- 0505
Cutting MCP Round-Trips with Jev (Part 3)
That's where Jev comes in. From Parts 1-2 we know it's a fast, cheap "decision model": give it options and a question, and it returns one answer plus a confidence score - no long…
marketdx.hashnode.dev · Tools & apps
marketdx.hashnode.dev
Resource
Tools & apps
-
-
- 0504
Code Enumerates, Jev Judges: Building slopcheck on a Model That Never Writes a Word |…
I built a CI tool this week that reads every pull request and says whether it is AI slop. It flags speculative abstractions, tests that only assert on mocks, swallowed errors,…
tjklug.com · Tools & apps
tjklug.com
Resource
Tools & apps
-
-
- 0503
Can Jev Be a Better Agent Evaluator?
- Jev is a fundamentally different kind of evaluator. It returns typed answers directly instead of generating text like an LLM judge. - Jev was dramatically more consistent on…
langchain.com · Tools & apps
langchain.com
Resource
Tools & apps
-
-
- 0502
Building a Prompt Oscilloscope. AI coding agents can inspect…
The project combines TypeSafe Jev, GitHub Copilot CLI over the Agent Client Protocol (ACP), and a native VS Code chat participant. Together, they create a diagnostic layer for…
medium.com · Tools & apps
medium.com
Resource
Tools & apps
-
-
- 0501
Agents Make Three Decisions All Day: 18 JEV Use Cases and When Not to Use It
Eric Kang Posted on Sep 20 # Agents Make Three Decisions All Day: 18 JEV Use Cases and When Not to Use It A production agent makes the same three kinds of calls all day: pick one…
dev.to · Tools & apps
dev.to
Resource
Tools & apps
-
-
- 0500
Jev: AI Decisions as a Typed Function Call | StackToHeap
# Jev: AI Decisions as a Typed Function Call What I learned using TypeSafe's Jev for code review, and why its more surprising uses are browser control and generative UI.…
stacktoheap.com · Agents & browsers
stacktoheap.com
Resource
Agents & browsers
-
-
- 0454
jev-scout golden-set study
Hand-labeled 25-item search-triage study with pinned rubric versions and a drift baseline; reports 88% relevance and 96% credibility with all four misses decomposed.
accuracy · Research & data
accuracy
Resource
Research & data
-
-
- 0278
TypeSafe AI
Resource
Games & real time
-
-
- 0271
Every’s editorial vibe check
37 documents, 21 questions each, 1,709 judgments for under a cent.
@danshipper · Content & growth · <$0.01
@danshipper
Resource
Content & growth
<$0.01
-
- 0270
Jev plays chess
Jev picks from the legal moves, compared with reasoning models.
Maxim Saplin · Games & real time
Maxim Saplin
Resource
Games & real time
-
-