Abstract: One variation of a method includes: accessing a test statement defining a target outcome for a target webpage; capturing a screenshot of the target webpage depicting a set of target content; accessing a set of webpage code defined for the target webpage; transforming the set of webpage code into a sequence of contextual tags, corresponding to the set of target content depicted in the screenshot, to generate a textual representation of the target webpage; generating a prompt including the test statement, the screenshot, and the textual representation; accessing a language model configured to generate responses to test statements based on visual and textual content extracted from corresponding prompts; based on the language model and the prompt, generating a textual response to the test statement representing occurrence of the target outcome at the target webpage; and serving the textual response to a user associated with the organization.

Abstract: The method may comprise scanning the configuration of cloud resources and identifying where the cloud resources may have drifted from a desired state. The method may comprise identifying a creation of a cloud resource or a change to a configuration of the cloud resource; scanning, in real-time, the configuration of the cloud resource, in response to the identifying; analyzing the configuration of the cloud resource for deviations from a desired state; determining a type of the cloud resource; determining a deployment of the cloud resource; obtaining a desired state for the configuration of the cloud resource, based on the type of cloud resource and the deployment of the cloud resource; obtaining rule sets for the desired state; identifying the deviations of the configuration of the cloud resource from the desired state and rule sets; and automatically remediating the deviations based on remediation policies.