Research Radar · Experimental implementation
EnvFactory
Synthetic executable environments for tool-use agent training.
What it investigates
EnvFactory asks how an API description can be turned into an executable environment for studying tool-use trajectories.
Implementation record
The public modules normalize OpenAPI specifications, infer a parameter-dependency graph, verify executable paths, maintain session state, sample trajectories, and expose a sandbox server for replay. The pieces make the environment construction process inspectable rather than treating a generated trajectory as a black box.
Public record
The linked research item is the public source recorded for this Research Radar build. It provides context for the implementation; this page does not claim to reproduce its results. The repository and its documentation are the current public materials for inspecting the build itself.
Scope and limitations
Synthetic environments depend on source schemas and inference rules. This page does not claim that generated trajectories match real user behavior or that an agent trained here will transfer to live services.