Dynamic Automation of Pipeline Creation

A computer program product to integrate natural language processing (NLP) with pipeline application development, the computer program product comprising a computer readable storage medium having program code embodied therewith, the program code executable by a processor to:

• search one or more intents from a source feed, and to translate the one or more intents into one or more actions, the one or more actions executable by a pipeline template, wherein the pipeline template comprises one or more stages, with each stage having the one or more actions;
• refine one or more of the searched intents and to match at least one pipeline tool to the refined one or more intents;
• and
• dynamically modify the pipeline template, including integrate the matched tool into an identified stage of the pipeline template;
• and
• align program code with the dynamically modified pipeline template.

A method comprising:

• using a source control system, mining one or more intents and translating the identified one or more intents into one or more actions executable by a pipeline template, the pipeline template having one or more stages, with each stage having one or more actions;
• feeding the one or more pipeline template stages into a cognitive assessment tool to further refine one or more of the intents, and matching at least one additional tool to the further defined one or more intents;
• dynamically modifying the pipeline template, including integrating the matched at least one additional tool into an identified stage of the pipeline template;
• generating program code aligned with the dynamically modified template;
• and
• deploying the generated program code with one or more processing devices.