DETECTBrowser & web

Jev Classifier Integration for V8 JIT

Kapeka@kapeka0

95 views · 1 likes · 1 replies on X · does not affect score

This project explores integrating a deterministic classifier, specifically Jev, into the V8 JavaScript engine's Just-In-Time (JIT) compiler to assist in code promotion decisions.

Related builds

Vectorless RAG with Jev

This project introduces a novel approach to Retrieval Augmented Generation (RAG) that replaces traditional embedding methods with a structured, table-of-contents-based navigation system, significantly improving speed and reducing costs by offloading non-generative tasks to Jev.

Oludele Halleluyah@hallelx2

155 views on XJev score 82

Jev: Probabilistic Decision Model

Jev is a model that provides probabilistic decisions on defined questions instead of generating text, operating in a single parallel pass with typed inputs and outputs.

Robot-man@RobotsTJ500

202 views on XJev score 75

Local Business Lead Generation Workflow

This project rebuilds the process for finding local business leads by integrating Ghostmap for discovery, custom code for factual checks, and TypeSafe's Jev via OpenRouter for repetitive classification, with Codex managing the workflow and deeper reviews.

Joshhfm@joshhfm

90 views on XJev score 74

LLM Injection Defense Tool Migration to Jev

This project migrated an LLM-injection defense tool from GPT-5 nano to Jev, replacing static analysis and LLM stages with the `systemone` API and a multi-tier scoring mechanism, resulting in significantly faster performance and improved scoring.

Vorpal Hex@VorpalHex

49 views on XJev score 70