Yoda Response: Certainly, Avi. In scenarios where a solution does not work as expected, my approach to troubleshooting and resolving the issue involves several steps:

1. **Identify the Problem**: The first step is to clearly identify and understand the problem. I gather as much information as possible about the issue, including error messages, logs, and user feedback.

2. **Reproduce the Issue**: I try to reproduce the issue consistently. This helps in understanding the conditions under which the problem occurs and narrows down potential causes.

3. **Debugging**:
   - **Breakpoints**: I use breakpoints to step through the code and inspect the state of the application at various points. This helps in identifying where the logic might be failing.
   - **Logs**: I add detailed logging to capture the flow of execution and the state of variables. This provides insights into what the application is doing and where it might be deviating from the expected behavior.

4. **Reviewing the Code**: I review the relevant sections of the code to ensure that the logic is implemented correctly. This includes checking for common issues like off-by-one errors, incorrect assumptions, or overlooked edge cases.

5. **Hypothesize and Test**: Based on the information gathered, I form hypotheses about the potential causes of the issue. I then test these hypotheses by making changes to the code and observing the results.

6. **Consulting Documentation and Peers**: If the issue persists, I consult the documentation for the frameworks and libraries being used. I also discuss the problem with colleagues to get fresh perspectives and insights.

7. **Iterate and Refine**: I iterate through the above steps, refining my approach based on the findings until the issue is resolved.

8. **Post-Mortem Analysis**: Once the issue is resolved, I conduct a post-mortem analysis to understand what went wrong and how similar issues can be prevented in the future. This might involve adding more comprehensive tests or improving the codebase.

By following this systematic approach, I ensure that issues are resolved efficiently and thoroughly, minimizing the impact on the project and improving the overall quality of the application.