Abstract: A technique relates to computer artifacts in a computer system. The technique includes creating a list of insights from artifacts, determining a similarity level between the insights of the artifacts and a predefined area of capability, comparing similarity level of insights for each of the artifacts to a threshold metric, removing artifacts having the similarity level below threshold metric such that artifacts remaining meet the threshold metric, and performing a pair-wise similarity comparison on the artifacts remaining which compares insights of the artifacts to each other to determine which ones are least common. The technique includes creating feature vectors for artifacts that are least common, determining a feature vector having a most variation in feature vectors, an artifact associated with the feature vector being determined to comprise a unique insight, and generating a unique message using the artifact associated with the feature vector being the unique insight.

Abstract: A technique relates to computer artifacts in a computer system. The technique includes creating a list of insights from artifacts, determining a similarity level between the insights of the artifacts and a predefined area of capability, comparing similarity level of insights for each of the artifacts to a threshold metric, removing artifacts having the similarity level below threshold metric such that artifacts remaining meet the threshold metric, and performing a pair-wise similarity comparison on the artifacts remaining which compares insights of the artifacts to each other to determine which ones are least common. The technique includes creating feature vectors for artifacts that are least common, determining a feature vector having a most variation in feature vectors, an artifact associated with the feature vector being determined to comprise a unique insight, and generating a unique message using the artifact associated with the feature vector being the unique insight.

Abstract: A system (and method, and method for deploying computing infrastructure) for facilitating fixing program development errors found during different phases of program development using different programming tools, such as compilers, linkers, library managers, and debuggers, and can be integrated into a program development environment encompassing all tools. The exemplary aspects of the present invention can detect a qualified set of problems from which to recover with sufficient information, as typically provided by a user or other intelligent or artificial intelligent means, and upon error detection, can initiate a communication with the user (or other support software), to acquire information that could remedy the problem.

Abstract: A method and system for automatically generating a test case for object-oriented software includes providing a model of the object-oriented software, determining a test state for the object-oriented software, and determining a sequence of test steps for the object-oriented software based upon the test state.

Abstract: The provision of methods and apparatus to determine package identity for an application build. The idea is based on providing a mapping of package with affiliated attributes such as paths used for include or linking, along with reverse mappings. This mapping could be provided through any number of conventional environments such as program development environments or operating system registries: Tools would access this information through a programmatic interface, and use that information to identify packages affiliated with some information. For example, a symbol in a program would be defined in some file. That file would be in a path, which maps to the package identity. Thus, the symbol definition can be conceptually affiliated with a package.

Abstract: Methods and arrangements for managing error messages from a set of programming tools within a program development environment, such as compilers, linkers, library builders, etc. The error messages are arranged as a directed acyclic graph, with the nodes as error messages, and edges as dependency relationships. In accordance with at least one presently preferred embodiment of the present invention, there are broadly contemplated the following: allowing one or more programming tool to report errors to an error manager component; deducing dependencies amongst error messages, based on error dependency definition provided to the error manager; and delivering messages and dependencies to client components. Although framed within the context of program development tools, this solution could be applied to many other tools outside this domain, under suitable and specified requirements.

Abstract: A method for assessing computer system conformance with at least one requirement is provided. A first encoding of software commands is translated into a second encoding of software commands for use with a test-automation tool. The second encoding of software commands is processed to simulate at least one user interaction with the computer system through the test-automation tool.