Software Development4 weeks implementation
Engineering Team: 2x Velocity with Claude Code
2x
Development Velocity
The Challenge
Development bottlenecks limiting team output
- ●Senior engineers spent 40% of time on code reviews and mentoring
- ●Context switching between projects caused productivity loss
- ●Onboarding new developers took 3-4 weeks before full productivity
- ●Inconsistent code quality across the team
Our Solution
Team-wide Claude Code adoption with custom configuration
- ●Created comprehensive CLAUDE.md for each project with coding standards
- ●Built custom MCP servers for internal tools and databases
- ●Established workflows for AI-assisted code review
- ●Developed training program for effective AI pair programming
Implementation
Week 1
Tool setup, CLAUDE.md creation, pilot with 2 developers
Week 2
MCP server development, workflow refinement
Week 3
Team-wide rollout, training sessions
Week 4
Process optimization, metrics tracking
Results
2x
Dev Velocity
Features shipped per sprint doubled
-60%
PR Review Time
AI pre-review catches common issues
-35%
Bug Rate
Better test coverage and code quality
-50%
Onboarding Time
New devs productive in 1-2 weeks
100%
Team Adoption
Full team using Claude Code daily
“Claude Code changed how we work. It's not about replacing developers—it's about giving each developer a knowledgeable pair programmer who never gets tired.”
E
Engineering Lead
LeanAI Ventures
Technology Used
Claude CodeCustom MCP ServersGitHub ActionsVS Code