# harness
6 articlestagged with “harness”
Harness Development Guide
Building reusable test harnesses for LLM vulnerability assessment including target abstraction, payload delivery, and result collection.
Test Harness Integration Patterns
Patterns for integrating multiple attack tools into a unified testing harness.
Building Evaluation Harnesses
Design and implement evaluation harnesses for AI red teaming: architecture patterns, judge model selection, prompt dataset management, scoring pipelines, and reproducible evaluation infrastructure.
Lab: Building a Production Red Team Harness
Build a full-featured, production-quality red team harness with multi-model support, async testing, structured result storage, and HTML reporting.
Building a Custom Red Team Harness
Build a complete red team testing harness with parallel execution, logging, and scoring.
Lab: Building a Simple Test Harness
Build a reusable Python test harness that automates sending test prompts, recording results, and calculating attack success metrics.