softwarefactory.build

A directory and guide library for agent-native software factories.

Directory / Giskard

Giskard

Verified

Open testing and red-teaming for AI applications.

Giskard is an open-source platform for testing ML and LLM applications: functional tests, scanning, RAG evaluation. It sits in verification when the factory’s output is an AI feature, not only a patch to a CRUD service.

Model independence
Multi-model
Deployment
Cloud, Self-hosted
Open source
Yes
License
See repository (open-core)
Pricing model
Mixed
Added / updated
19 Aug 2026 / 19 Aug 2026

www.giskard.ai · Docs · Source

Editorial take

Giskard is for when the software under test *is* the model. Most coding factories still need Semgrep first. Open-core: read the license. Not a PR comment bot.

Strengths

  • AI-app testing beyond a single prompt file.
  • Self-host path.
  • Scan/red-team features documented.

Limitations

  • Wrong tool for a generic backend diff.
  • Open-core split.
  • Not a sandbox.

Fields last checked against primary sources on . Pricing and plan names rot; follow the vendor URL.