HOW IT WORKS
Woven into the dev flow
Shepherdly posts a single PR comment with the Risk Score and file hotspots so developers never have leave the PR flow.



IN PRACTICE
Catch risky PRs before merging
After connecting Shepherdly to GitHub, all PR updates will be scored. This allows engineers to focus remediation efforts on only a subset of changes that need it most.
OUTCOME
By targeting remediation, you can catch bugs before they go out and bring the impact of bugs to nearly zero

THE MISSING LINK
It’s time to have world-class observability on risk before we ship
Developers have exceptional observability tools for production monitoring, but nothing to alert them if a risky code change is about to be merged.
Modern software development is missing an objective risk analysis check that saves developers precious time. Shepherdly makes this easy.
COMPATIBILITY
Shepherdly works on any language
Shepherdly trains a predictive model on your historical bug fix data to uncover the patterns that lead to bugs occurring in production.

Research driven
Derived from academic and company research spanning thousands
of papers from Computer Scientists and practitioners.

Code Reviews Do Not Find Bugs

Better Effort-Aware Just-ln- Time Defect Prediction
