Giskard

Giskard is an open-source library and enterprise platform to test, evaluate, and red team AI agents.

Giskard is an evaluation and red teaming platform for AI agents and large language models. It is available as an open-source Python library and an enterprise platform called Giskard Hub. The open-source library provides behavioral tests under pytest, automated security vulnerability scanning, and retrieval-augmented generation quality checks. Giskard Hub offers team collaboration, continuous red teaming, access control, dataset management, and custom failure categories. It is designed for developers, technical users, and business teams to test AI agents in production environments.

Giskard at a glance

Best for: Software engineer
Runs on: open source, self-hosted, API
Pricing: Free
Released: March 2022
Category: AI coding tool
Website: docs.giskard.ai

Key features

Behavioral tests with scenarios and checks
Automated security vulnerability scans
RAG quality failure detection
Team collaboration and shared workspaces
Continuous red teaming and monitoring
Dataset management and versioning
Custom business checks and failure categories

Use it for

Test LLM agents for security vulnerabilities
Run automated vulnerability scans on AI models
Evaluate retrieval-augmented generation quality
Collaborate on test cases and annotation workflows

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