Foundry: Web-native agent testing for reliable AI performance
Frequently Asked Questions about Foundry
What is Foundry?
Foundry is a platform designed to test AI agents in web environments that feel real. It creates detailed simulations of websites that can be controlled and versioned. This helps users run the same tests many times under the same conditions. With Foundry, you can evaluate how well AI agents perform tasks like web navigation, data gathering, and workflow automation. You can also set your own success rules and collect behavioral data to see how agents behave. This helps improve their skills and robustness. Foundry is useful for researchers, data scientists, software engineers, product managers, and QA specialists. It helps them develop better AI that works in complex website settings. The platform offers high-fidelity simulations, version management, structured states, custom evaluation metrics, and data collection tools. These features ensure testing is accurate, reproducible, and helpful for training AI. Foundry's approach addresses a big challenge in AI development: creating reliable agents for real web use. Many jobs rely on web tasks, and better AI can support sales, customer service, and online operations. Users set up simulations by creating realistic website environments, defining evaluation rules, and testing their AI agents. This process helps identify weaknesses and improve AI performance. Foundry replaces manual testing scripts, simple scraping tools, offline simulations, and traditional web QA tests. Its primary focus is on evaluating and training web-aware AI agents. The platform’s core benefits are consistent testing conditions, flexible evaluation, and the ability to simulate real-world web scenarios. Foundry is ideal for anyone working on AI and automation related to the web, especially those developing agents for navigation, data extraction, or workflow automation. Its detailed simulation environment ensures AI agents are tested in settings that closely mimic real web conditions, leading to more reliable and effective AI solutions in the field.
Key Features:
- High-fidelity simulation
- Version controlled websites
- Structured state management
- Custom evaluation criteria
- Data collection tools
- Reproducible environments
- Deterministic web conditions
Who should be using Foundry?
AI Tools such as Foundry is most suitable for AI Researchers, Data Scientists, Software Engineers, Product Managers & Quality Assurance Specialists.
What type of AI Tool Foundry is categorised as?
What AI Can Do Today categorised Foundry under:
How can Foundry AI Tool help me?
This AI tool is mainly made to ai evaluation. Also, Foundry can handle test web agents, simulate websites, collect behavioral data, define evaluation metrics & improve agent robustness for you.
What Foundry can do for you:
- Test web agents
- Simulate websites
- Collect behavioral data
- Define evaluation metrics
- Improve agent robustness
Common Use Cases for Foundry
- Evaluate AI agents' web navigation skills
- Simulate web workflows for testing automation
- Collect behavioral data for agent training
- Benchmark agent performance under realistic conditions
- Improve robustness of web-based AI tasks
How to Use Foundry
Use Foundry by setting up high-fidelity website simulations, defining evaluation criteria, and testing AI agents in deterministic environments to assess and improve their web navigation and task automation capabilities.
What Foundry Replaces
Foundry modernizes and automates traditional processes:
- Manual testing of web automation scripts
- Basic web scraping tools
- Offline simulation environments
- Traditional QA testing of web workflows
- Prototyping of web navigation algorithms
Additional FAQs
How does Foundry improve AI agent testing?
It provides realistic, controlled web environments that ensure consistent and reliable testing of AI agents.
Can I define my own evaluation metrics?
Yes, Foundry allows you to set custom success and reward functions based on your specific criteria.
Discover AI Tools by Tasks
Explore these AI capabilities that Foundry excels at:
- ai evaluation
- test web agents
- simulate websites
- collect behavioral data
- define evaluation metrics
- improve agent robustness
AI Tool Categories
Foundry belongs to these specialized AI tool categories:
Getting Started with Foundry
Ready to try Foundry? This AI tool is designed to help you ai evaluation efficiently. Visit the official website to get started and explore all the features Foundry has to offer.