A method, computer system, and computer program product are provided for modifying a web application at runtime. A single-page web application is loaded by a web browser of a client, wherein the single-page web application exchanges data between the client and a server. An extension for the single-page web application is obtained. The extension is applied to the single-page web application, wherein applying the extension adds a new feature, or modifies an existing feature, of the single-page web application without reloading the single-page web application.

A method of executing a sequence of tasks includes receiving a natural language input indicative of the sequence of tasks. The natural language input may include a first task and a plurality of possible next tasks for the first task. The tasks may each be associated with a playback performance skeleton, indicative of a series of actions to be carried out on a web page. The series of action may have been generated, ahead of time, from a recorded performance of a similar task. The first task may be arranged to be performed. Then, based on a result of the performance of the first task, a successive task from among a plurality of possible next tasks associated with the result of performance of the first task may be selected. The successive task may then be arranged to be performed.

A method for integrating messaging content and presentation assets. The method includes identifying, via a browser extension operating within a browser application, a presentation asset being viewed within the browser application and metadata corresponding to the presentation asset, generating a data asset key based on the metadata, assigning the data asset key to an active messaging content source, querying a database to retrieve archived messaging content associated with the data asset key, and displaying, in the browser application via the browser extension, messaging content from the active messaging content source and/or the archived messaging content alongside the presentation asset.

Computer systems and methods incorporate user annotations (metadata) regarding various pages or sites, including annotations by a querying user and by members of a trust network defined for the querying user into search and browsing of a corpus such as the World Wide Web. A trust network is defined for each user, and annotations by any member of a first user's trust network are made visible to the first user during search and/or browsing of the corpus. Users can also limit searches to content annotated by members of their trust networks or by members of a community selected by the user.

Computer systems and methods incorporate user annotations (metadata) regarding various pages or sites, including annotations by a querying user and by members of a trust network defined for the querying user into search and browsing of a corpus such as the World Wide Web. A trust network is defined for each user, and annotations by any member of a first user's trust network are made visible to the first user during search and/or browsing of the corpus. Users can also limit searches to content annotated by members of their trust networks or by members of a community selected by the user.

A method of enhanced data orchestration (EDO). The method comprises receiving a first message by a mediation application executing on a computer system and analyzing the first message by the mediation application based at least in part on invoking a machine learning (ML) model by the mediation application. The analyzing determines that a feature of the first message is a probable first component of an item of personally identifiable information (PII). The method further comprises receiving a second message by the mediation application, determining by the mediation application that a feature of the second message when combined with the feature of the first message constitutes an item of PII, and treating the first message and the second message in accordance with predefined PII handling protocols by the mediation application.

Systems and methods are described for processing of requests of a single page application in an application server. The method includes receiving a request from a component of a single page application from a user device, getting a page identifier (ID) from the request, getting a user ID from the request, and searching a cache lookup table for a cache entry associated with the page ID. When no cache entry for the page ID is found in the cache lookup table, a new cache entry is created in the cache lookup table for processing of the request, and the request is processed using the new cache entry to generate a response. When a cache entry for the page ID is found in the cache lookup table, the user ID from the request is compared to a user ID in the cache entry, and when the user IDs match, the request is processed using the found cache entry to generate the response; and the response is sent to the single page application on the user device.

A web browser plugin or other software can be used to integrate visualization of analytical and/or debugging information related to a web page that is being viewed. Particular elements on the web page that are instrumented for tracking can be visually augmented, allowing a developer to see where and how certain aspects of web page functionality are being tracked and/or implemented. Certain information relating to the web page may be surfaced via a graphical area that is displayed concurrently with the web page, e.g., within the web browser that is being used to view the web page. The graphical area can also include selectable elements that can be used to launch additional queries into back-end services related to the web page. The present techniques allow for not only better and more convenient visualization of web page related data, but can speed up development time, reducing both computing and developer resources.

A web browser plugin or other software can be used to integrate visualization of analytical and/or debugging information related to a web page that is being viewed. Particular elements on the web page that are instrumented for tracking can be visually augmented, allowing a developer to see where and how certain aspects of web page functionality are being tracked and/or implemented. Certain information relating to the web page may be surfaced via a graphical area that is displayed concurrently with the web page, e.g., within the web browser that is being used to view the web page. The graphical area can also include selectable elements that can be used to launch additional queries into back-end services related to the web page. The present techniques allow for not only better and more convenient visualization of web page related data, but can speed up development time, reducing both computing and developer resources.

Immersive web-based simulator for digital assistant-based applications is provided. A system can provide, for display in a web browser, an inner iframe configured to load, in a secure, access restricted computing environment, an application configured to integrate with a digital assistant. The application can be provided by a third-party developer device. The system can provide, for display in a web browser, an outer iframe configured with a two-way communication protocol to communicate with the inner iframe. The system can provide a state machine to identify a current state of the application loaded in the inner frame, and load a next state of the application responsive to a control input.