Generating code fixes for mobile software application crashes using large language models

A computerized method of generating code fixes for mobile software application crashes using large language models, the method comprising:

• detecting, by a server computing device, a crash event for a mobile software application by scanning one or more crash logs, the crash event referencing a code line that triggered the crash event and a crash type;
• determining, by the server computing device, a code fix template associated with the crash event using a crash fix knowledge base;
• generating, by the server computing device using a large language model (LLM), source code to fix the crash event for the mobile software application by providing the code line that triggered the crash event, the crash type, and the code fix template as input to the LLM;
• executing, by the server computing device, one or more software tests against the generated source code to validate that the generated source code is executable and passes the one or more software tests;
• and
• integrating, by the server computing device, the generated source code into existing source code for the mobile software application.