metadata
title: HiveTraceLab
colorFrom: blue
colorTo: pink
sdk: static
pinned: true
HiveTraceLab
Welcome to HiveTrace!
LLM monitoring, guardrails, and red teaming for production GenAI applications.
Website (EN) · Website (RU) · HiveTrace Red · Docs · GitHub · Telegram
Products
- HiveTrace — real-time LLM monitoring platform. Bidirectional analysis of user ↔ LLM traffic: prompt injections, jailbreaks, PII leaks, anomalous behavior.
- HiveTrace Red — automated red team platform for adversarial testing of GenAI systems.
- Red Team Audit — expert-led security assessment service.
Open Source
Guardrail models
GLiNER Guard · collection
gliner-guard-omni(0.3B) — flagship. Single forward pass: safety, PII (32 types), adversarial attacks (15 labels), harmful content (30 labels), intent, tone. Zero-shot custom policies via natural language.gliner-guard-uniencoder(0.1B) — edge deployment.gliner-guard-biencoder(0.1B) — edge deployment, bi-encoder architecture.
Datasets
strongrejectPlusPlus— StrongREJECT translated into 4 languages including Russian + original English version.pii-bench— PII detection benchmark for evaluating guardrail models.