Modular Code Assistant (Explain & Refactor Small Methods) for Automation Test Application Development
Description
Assist test automation team by explaining or suggesting improvements to individual Java methods or classes below 100 lines. Ideal for improving understanding and accelerating onboarding to automation test as a new software engineer in application development.
Detailed example
Answer detailed project-specific queries. Interpret and simplify complex automation test reports. Potentially aid in troubleshooting and debugging automation scripts.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
The objective is to implement a secure, localized AI chatbot leveraging Retrieval-Augmented Generation (RAG) to enhance test automation productivity.
Audit / financial statement impact
The output is not presumed to be high-impact and is not used as the principal basis for significant decisions/actions
Controls / human review
ATO: No; PIA: Not published
Data needed
All the automation test data is synthetically generated in programming/development phase for testing the APIs request is successful in lower environment (SBX/DEV) only.