Disclosed are systems and methods for application builders for offline-capable applications. In some embodiments, a method for generating an offline-capable application includes the steps of: accessing an ontology associated with the offline-capable application; accessing one or more application assets associated with the offline-capable application; determining a cache strategy for the offline-capable application, the cache strategy comprising one or more caching rules, at least one caching rule of the one or more caching rules comprising one or more parameters, the one or more parameters comprising a specification of cached data and a cache condition; and building the offline-capable application using the ontology and the one or more application assets based at least in part upon the caching strategy.

In an approach to linking operational data with issues, a new event is received. The new event is associated to a story, where the story is related to an identified problem within the system, and further where the new event is associated with the story using machine learning techniques. The story is associated to related change requests based on a similarity between the story and related change requests, where the similarity between the story and the related change requests is associated using the machine learning techniques. A cost is calculated for the story. Responsive to associating the new event with a specific change request, the priority of the specific change request is updated based on the cost for the story.

An interactive graphic design system design interface is described to enable design users to create a variant component that links multiple design elements as variants, where each variant represents a state or version of a run-time object, feature or user-interface.

There is provided a method for changing the functionality of an executing software product in runtime through the use of dynamic procedures. There is further provided a corresponding computerized system, computer program and non-volatile data carrier containing the computer program.

Technologies are provided for assigning developers to source code issues using machine learning. A machine learning model can be generated based on multiple versions of source code objects (such as source code files, classes, modules, packages, etc.), such as those that are managed by a version control system. The versions of the source code objects can reflect changes that are made to the source code objects over time. Associations between developers and source code object versions can be analyzed and used to train the machine learning model. Patterns of similar changes to various source code objects can be detected and can also be used to train the machine learning model. When an issue is detected in a version of a source code object, the model can be used to identify a developer to assign to the issue. Feedback data regarding the developer assignment can be used to re-train the model.

Disclosed herein are various embodiments a code simplification system. An embodiment operates by receiving an identification of both a first code object and a second code object directed to producing a similar result. It is determined that the first code object and the second code object each include code subsets that correspond to each other. Differences between the code subsets of the first code object and the second code object are identified. The differences may include at least one of: a different ordering of the plurality of code subsets between the first code object and the second code object, or an additional code subset in the first code object that is not included in the second code object. A notification is provided with the differences, and input is received indicating an action to take by which either the first code object or the second code object are updated.

The present disclosure is directed toward systems, methods, and non-transitory computer readable media that resize a graphical user interface design layout using automatically-generated semantic-aware resize constraints. In particular, systems described herein can analyze the semantics of graphical user interface design elements (e.g., including size, position, type, etc.) and relative positions of the design elements (e.g., hierarchy, offsets, nesting, etc.). The disclosed systems utilizes a heuristics system to the analyzed semantics to generate a set of automatically-defined semantic-aware resize constraints for each graphical user interface design interface. The disclosed systems additionally present a design resize interface that enables designer to manually select constraints to be applied to the design elements. The disclosed systems can toggle between applying manually-selected and automatic semantic-aware resize constraints for the design elements.

A virtual object system can orchestrate virtual objects defined as a collection of components and with inheritance in an object hierarchy. Virtual object components can include a container, data, a template, and a controller. A container can define the volume the virtual object is authorized to write into. A virtual object's data can specify features such as visual elements, parameters, links to external data, meta-data, etc. The template can define view states of the virtual object and contextual breakpoints for transitioning between them. Each view state can control when and how the virtual object presents data elements. The controller can define logic for the virtual object to respond to input, context, etc. The definition of each object can specify which other object in an object hierarchy that object extends, where extending an object includes inheriting that object's components, which can be modified or overwritten as part of the extension.

Case management systems and techniques are disclosed. In various embodiments, searching case instances is facilitated. An indication to create a composite index across hierarchical case nodes comprising a case model is received. Case instance data associated with the case model is used to generate the composite index. The composite index is made available to be used to optimize searches of a plurality of case instances with which the case instance data is associated.

A system and method for a visual design system includes a memory, a processor, a page analyzer to extract business information of at least one data structure of at least one page of a visual application having an existing layout, to perform a semantic analysis of the extracted business information and to use the extracted business information to produce a business information layout and an associated business information signature; a database to store at least one layout and at least one associated layout signature where the layout signature represents a business information composition of the at least one layout, a signature comparer to perform a comparison of the associated business information signature of the at least one data structure with the associated layout signature of the at least one layout stored in said layout database and where the processor and the memory embody the page analyzer and the signature comparer.