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# TinkerPop Upgrade Risk Assessment Guide

Upgrading to TinkerPop versions can sometimes be a challenging process depending on the scope of changes for a
particular version and the size and complexity of a particular codebase being upgraded. While TinkerPop provides Upgrade
Documentation which outlines all the changes introduced, that still leaves the reader with the heavy job of determining
where in their codebase the changes will need to be applied. TinkerPop provides a purpose-built prompt designed for use
with advanced coding agents, such as Claude, GitHub Copilot, or Kiro, which can intelligently analyze your project for
areas that may break or behave unexpectedly after the upgrade. Leveraging AI minimizes time spent on manual review, 
reduces the likelihood of missing subtle incompatibilities, and provides actionable advice for adapting existing code to
the new version. This approach enables upgrades with greater confidence, efficiency, and accuracy, ensuring that all
significant compatibility issues are surfaced and addressed early in the migration process.

This directory contains tools and testing to help build this release version-specific prompt and has the following
structure:

```
upgrade
|-java [Sample application to test prompts against]
|-prompts [LLM prompts and associated context]
|-spec [The specification for the sample application]
```