Case Study: Eucalyptus achieves higher merge frequency and smaller PRs with Multitudes

Eucalyptus boosts merge frequency 161% with Multitudes

Eucalyptus, a telehealth platform running digital healthcare clinics, faced the challenge of rolling out AI coding tools to its engineering team. They wanted to increase developer productivity and speed up onboarding but were concerned that AI-generated code could lead to quality issues and tech debt, potentially slowing them down. They partnered with Multitudes to quantify the impact of AI and ensure they maintained their high code quality standards.

Using Multitudes to track metrics provided the data needed to spot leading indicators of AI's impact. This allowed Eucalyptus to double down on effective practices, such as maintaining strong code review norms and setting clear expectations for AI use. As a result, high AI adopters saw a 161% increase in merge frequency and an 8.5% decrease in PR size while ensuring their AI-authored PRs received sufficient reviews. Multitudes enabled them to gain significant productivity benefits from AI without sacrificing code quality.

Eucalyptus