01 Where friction lives
What breaks without this.
- ✕PR reviews are slow
- ✕AI-generated code is inconsistent
- ✕Release quality depends on heroic effort
- ✕Teams use AI tools individually, not systematically
- ✕CI/CD lacks intelligent quality gates
- ✕Engineering knowledge is trapped in humans and Slack threads
02 What we implement
The workflow layer we install.
- →AI-assisted code review pipelines
- →CodeRabbit review workflows
- →Graphite stacked-PR flows
- →Cursor & Claude Code practices
- →Pre-commit hook architecture
- →CI/CD validation gates
- →Release checklists & runbooks
- →Agent-readable repo instructions
- →Documentation & onboarding workflows
Stack & integrations
CursorClaude CodeCodeRabbitGraphiteGitHub Actionspre-commit
03 Fixed-scope packages
Choose your starting point.
DevOps Agent Stack Sprint
Install a reliable AI-assisted development workflow.
- →Repo audit
- →PR review workflow
- →AI code review setup
- →Pre-commit gates
- →CI quality checks
- →Developer operating guide
Release Velocity Sprint
Reduce friction from branch to production.
- →Release workflow map
- →PR stacking process
- →Automated checks
- →Review handoff system
- →Release runbook
04 Outcomes