Team & Process Patterns

Collaboration patterns and team processes for AI-assisted development.

Collaboration Patterns

Team Dynamics

Adoption Strategies

  • Champion identification
  • Pilot programs
  • Training and onboarding
  • Success metrics

Collaboration Models

  • Pair programming with AI
  • Code review workflows
  • Knowledge sharing
  • Best practice documentation

Process Integration

  • Agile integration
  • CI/CD pipelines
  • Version control workflows
  • Issue tracking

Organizational Patterns

Governance

  • Usage policies
  • Cost management
  • Quality standards
  • Compliance requirements

Knowledge Management

  • Pattern libraries
  • Shared prompts
  • Context repositories
  • Learning resources

Change Management

  • Stakeholder engagement
  • Communication plans
  • Training programs
  • Success measurement

Scaling Considerations

  • From individual to team
  • From team to department
  • From department to enterprise
  • Cross-organizational collaboration