AI Impact
The Impact tab helps you measure the direct effect of AI usage on your team’s performance metrics.
We compare AI-generated PR metrics with non-AI PR metrics to identify trends and highlight how AI coding influences individual metrics, as well as overall team performance.
Enabling the Impact Module
To enable this module, please reach out to us at hello@typoapp.io and share how your team tags AI-related PRs. Based on your tagging method, we will configure the setup accordingly.
PR Cycle Time Change: This chart shows how your PR cycle time has changed when using the AI tool vs not using it. A positive number indicates an increase, while a negative number shows a decrease.
PR Review Time Change: This metric tracks the change in the average time it takes for an AI PR to be reviewed vs the ones that are not generated using AI coding assistance.
PR Throughput Change: This shows the change in the total number of merged PRs.
PRs/Developer Change: This chart helps you understand if the AI tool is helping each developer complete more PRs.
Code Quality Change: This shows the impact on the number of severe issues in the code health.
PR Size Change: This metric tracks the change in the average size of your PRs, which can indicate whether the AI is helping to produce more concise code.
Team-Level Impact Table
This table provides a comprehensive summary of how AI is impacting each of your teams. It compares key metrics for each team to show the direct effect of AI on their performance.
PR Cycle Time: The change in the average time it takes for a PR to be merged.
PR Review Time: The change in the average time a PR spends in review.
PR Throughput: The change in the total number of merged PRs.
PRs/Developer: The change in the number of PRs merged per developer.
Code Quality: The change in the quality of the code, measured by your pre-defined quality metrics.
PR Size: The change in the average size of PRs.
To enable this report for your account, navigate to Settings > Integrations and connect the AI coding tool used by your team.
You can add multiple coding assistant tools from the Integrations section as needed.
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