Microsoft on Wednesday open-sourced two AI tools designed to help developers and security teams build and maintain safer AI agents. The first is called RAMPART, which stands for Risk Assessment and ...
The AI systems shipping inside enterprises today are fundamentally different from the ones we were building even two years ago, because they have moved well past answering questions and into accessing ...
Microsoft has unveiled two new open-source tools called RAMPART and Clarity to assist developers in better testing the security of artificial intelligence (AI) agents. RAMPART, short for Risk ...
Your agents call LLMs, invoke tools, and make routing decisions — yet you have no way to test them, no way to catch regressions, and no idea why one run costs $0.12 while the next costs $2.40.
Your browser does not support the audio element. We’ll start by asking OpenAI to generate simple API test cases using structured prompts. Then, we use Pytest to run ...
Python, for all its power and popularity, has long lacked a form of flow control found in other languages—a way to take a value and match it elegantly against one of a number of possible conditions.
pytest is a mature testing framework for Python that is developed by a thriving community of volunteers. It uses plain assert statements and regular Python comparisons. Writing tests with pytest ...