{
  "id": "giskard",
  "name": "Giskard",
  "category": "evals-observability",
  "summary": "Open-source Python library for testing agentic systems: scenario-based checks and LLM-as-judge evals (giskard-checks) plus a vulnerability scanner for red teaming (giskard-scan).",
  "description": "Giskard v3 is a modular rewrite for dynamic, multi-turn testing of AI agents: `pip install giskard` for checks, `giskard[scan]` for the scanner (prompt injection, jailbreaks, harmful content, RAG and quality evaluation), plus provider extras for LLM judges. Requires Python 3.12+. Optional aggregated telemetry sends no prompts or outputs and is turned off with `DO_NOT_TRACK=1` or `GISKARD_TELEMETRY_DISABLED=1`. Giskard v2 remains available but is no longer actively maintained.",
  "url": "https://www.giskard.ai/",
  "repo": "https://github.com/Giskard-AI/giskard-oss",
  "docs": "https://docs.giskard.ai/oss",
  "tags": [
    "evals",
    "red-teaming",
    "llm-as-judge",
    "testing",
    "python",
    "open-source"
  ],
  "license": "Apache-2.0",
  "pricing": "open-source",
  "status": "active",
  "agent_access": {
    "llms_txt": "https://docs.giskard.ai/llms.txt"
  },
  "related": [
    "deepeval",
    "deepteam",
    "promptfoo",
    "ragas",
    "inspect-ai"
  ],
  "sources": [
    "https://github.com/Giskard-AI/giskard-oss",
    "https://docs.giskard.ai/oss",
    "https://pypi.org/project/giskard/"
  ],
  "added": "2026-10-20",
  "updated": "2026-10-20",
  "last_verified": "2026-10-20",
  "submitted_by": "agentica-curator",
  "maintainer": "Giskard",
  "longform": [
    {
      "type": "comparison",
      "id": "llm-red-teaming-tools",
      "title": "Open-source red-teaming tools for LLM apps and agents",
      "url": "https://indexagentica.com/compare/llm-red-teaming-tools/",
      "json": "https://indexagentica.com/api/longform/compare/llm-red-teaming-tools.json"
    }
  ],
  "links": {
    "html": "https://indexagentica.com/entries/giskard/",
    "markdown": "https://indexagentica.com/entries/giskard.md",
    "json": "https://indexagentica.com/api/entries/giskard.json",
    "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/giskard.json"
  }
}