Automated PR review checklist
Before merging high-risk pull requests, engineering teams should verify code quality, security, downstream impact, and CI health. Codluma automates each step.
| Aspect | Manual approach | With Codluma |
|---|---|---|
| Code quality | Ad-hoc reviewer checklist | AI findings ranked by severity with fix hints |
| Security | Manual OWASP/secret checks | Automated security review on every PR |
| Impact | Reviewer guesses blast radius | Dependency and service impact mapping |
| CI failures | Engineer reads raw logs | AI root-cause explanation with fix steps |
Key takeaways
- Automate repeatable checks; reserve human time for non-obvious decisions.
- Run impact analysis on monorepo and shared-library changes.
- Explain CI failures before they block the team for hours.