Intelligent OML Analysis with AI Integrated into Service Studio / ODC Studio
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New
AI/ML

Implement an active Artificial Intelligence prompt directly integrated into Service Studio / ODC Studio, capable of analyzing OML files to detect issues, suggest improvements, and propose corrections, both automatically and through clear, detailed explanations of the proposed solutions.

The idea is to allow developers to select a module or a set of elements (Actions, Aggregates, Entities, UI, integrations, etc.) and request an intelligent analysis that can:

  • Identify logic, performance, security, and best-practice issues

  • Suggest architectural and code readability improvements

  • Clearly explain the root cause of each issue and the recommended solution

  • Optionally apply automatic fixes or generate assisted refactoring suggestions

An initial approach could involve exporting the OML for analysis by an external AI model (such as ChatGPT or Claude). However, the key differentiator would be having this capability natively embedded within the Studio, removing friction from the development workflow and improving application quality directly during development.

Modern development tools already leverage AI for code review, refactoring, and optimization, delivering measurable gains in productivity and code quality. Bringing this capability deeply into the OutSystems platform would deliver significant value to developers, reinforcing OutSystems’ position as a leader in intelligent, AI-assisted low-code development.

Complementing:

The idea is to analyze the flow and propose corrections. An analysis like that of an expert.

Unlike AI Mentor Studio (formerly Architecture Dashboard), which performs Security, Architecture, Performance, and Maintainability analyses, this analysis should be more in-depth and correct flows and points. This AI should be able to understand the OML metadata and make adjustments requested by the Developer.

An example of this idea is to write the problem I'm having, and the AI analyzes my OML and provides solutions to obtain the expected answer, such as a correction in my action flow, adjusting a parameter of my aggregate gate, improving the query of my advanced SQL, or even identifying overlapping errors in my CSS. The tool should be able to identify the problem and let me choose whether it automatically corrects it or suggests points for me to do manually.

2024-10-23 03-01-14
Donis Sousa
Champion

well done @Edson Marques !

Excelente ideia caro Edson!

Great idea