Code review + PR description assist
Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes.
smb
general
it-eng
Monthly Active Users
5,000
default for smb
Calls per User / Month
2.4
Token Shape (in/out)
800 / 300
Setup Complexity
medium
~20 hours
Suggested capabilities
inference
retrieval
agentic
evaluation
Integration
Complexity
medium
Setup hours
20 hrs
Glue cost / month
$35
Common systems
GitHub
GitLab
Bitbucket
CodeRabbit
Production hints
Compliance flags
HITL
Default review rate
100%