S
SpecOps
Automated testing framework for GUI-based AI agents in real-world environments
Open SourceFree
About
SpecOps is a research framework that enables fully automated testing of GUI-based autonomous agents through structured evaluation decomposition. It systematically assesses multimodal agent quality without manual intervention, addressing the critical challenge of testing agents that interact with graphical interfaces in production environments. Designed for researchers and teams building autonomous agents that need rigorous, reproducible testing.
Details
| Type | |
| Integrations | |
| Language |
Tags
autonomousevaluationmulti-agentopen-sourceframeworkobservability
Quick Info
- Organization
- Research
- Pricing
- open-source
- Free Tier
- Yes
- Updated
- Mar 12, 2026
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