DEVELOPMENT OF LLM-BASED ASSISTANCE TOOL FORCODE REVIEW
In software development, the code review process is critical for maintaining quality and security. This research identifies key challenges in this process, including difficulties in understanding the reasons behind code changes and limitations of existing review tools. Therefore, this thesis prop...
Saved in:
| Main Author: | |
|---|---|
| Format: | Final Project |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/85040 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | In software development, the code review process is critical for maintaining quality and
security. This research identifies key challenges in this process, including difficulties in
understanding the reasons behind code changes and limitations of existing review tools.
Therefore, this thesis proposes the use of LLMs in developing a tool to enhance the efficiency
and effectiveness of code reviews by providing deeper insights into code changes and
automatically generating context-aware improvement suggestions. This approach helps
developers understand the reasons behind changes and accelerates the review process. The
methodology involves several stages: requirements analysis, design, integration with LLM, and
evaluation. The tool's design is modeled using C4 to ensure structural clarity. The tool is
implemented as a web-based application integrated with an LLM. The LLM is trained using
prompting techniques and prompt optimization through prompt engineering. The tool is tested
through functional testing across various scenarios. The test results show that the tool performs
well in understanding code changes and providing context-aware improvement suggestions.
Thus, this LLM-based code review assistance tool offers a potential solution to support the
code review process, making software development more efficient and effective. |
|---|