| description | RAMPART is a pytest-native safety testing framework for agentic AI applications. Write attack and probe tests, orchestrate the interaction, and report results in CI. |
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RAMPART: Risk Assessment & Measurement Platform for Agentic Red Teaming.
RAMPART is a pytest-native safety testing framework for agentic AI applications. You write tests that attack or probe your agent, and RAMPART orchestrates the interaction, evaluates the outcome, and reports the results.
| If you want to… | Start here |
|---|---|
| Install RAMPART and run your first test | Getting Started |
| Explore runnable, end-to-end demos | RAMPART Examples |
| Understand how RAMPART works | Concepts |
| Write an XPIA attack test | XPIA Attack |
| Write a behavioral probe | Behavioral Probe |
| Learn testing patterns and best practices | Usage |
| Contribute back to the project | Contributing |
| Look up a class or function | API Reference |
| Find a term definition | Glossary |
You provide an adapter that connects your agent to the framework. RAMPART provides:
- Execution strategies — orchestrate injection, triggering, and evaluation lifecycles
- Evaluators — detect conditions in agent responses (tool calls, text patterns, side effects)
- pytest integration — markers for harm categorization and statistical trials, automatic result collection, terminal summaries
- Parallel execution — run tests across worker processes with
pytest-xdist; RAMPART produces a single unified report - Reporting — structured JSON output for CI dashboards