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AI Agent Orchestration Framework for Salesforce Development - Two-phase architecture with 70% context reduction

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# Distributed Team Configuration This configuration addresses the unique challenges and opportunities of geographically distributed Salesforce teams, optimizing for collaboration across time zones and cultures. ## Team Composition ```yaml team: name: Global Salesforce Delivery Team distribution: Multi-timezone locations: - Americas (EST/PST) - Europe (GMT/CET) - Asia-Pacific (IST/SGT) size: 8-15 members methodology: Distributed Agile geographic_distribution: americas_hub: timezone: EST/PST roles: - sf-orchestrator (1) - sf-analyst (1) - sf-developer (1-2) europe_hub: timezone: GMT/CET roles: - sf-architect (1) - sf-admin (1) - sf-qa (1-2) apac_hub: timezone: IST/SGT roles: - sf-developer (2-3) - sf-devops (1) - sf-translator (1) ``` ## Time Zone Management ```yaml timezone_strategy: overlap_windows: americas_europe: window: 9:00-11:00 AM EST duration: 2 hours activities: - Architecture discussions - Sprint planning - Critical decisions europe_apac: window: 2:00-5:00 PM CET duration: 3 hours activities: - Technical reviews - Knowledge transfer - Integration testing americas_apac: window: 8:00-9:00 PM PST duration: 1 hour activities: - Handoffs - Urgent issues - Quick syncs 24_hour_cycle: americas_day: - Requirements gathering - Stakeholder meetings - Design work europe_day: - Development continuation - Testing execution - Documentation apac_day: - Development start - DevOps activities - Integration work ``` ## Communication Framework ```yaml async_communication: primary_channels: slack: structure: - #general - Team updates - #dev - Development discussions - #qa - Testing coordination - #daily-standup - Async updates - #random - Team building best_practices: - Thread discussions - Use timezone bot - Record decisions - Tag urgency level documentation: confluence: - Meeting notes - Technical designs - Decision records - Knowledge base video_recordings: - Important meetings - Technical demos - Training sessions - Architecture reviews sync_communication: scheduled_meetings: global_sync: frequency: Weekly time: Rotating schedule duration: 1 hour mandatory: All regional_standups: frequency: Daily time: Regional morning duration: 15 minutes format: Video optional paired_sessions: frequency: As needed overlap: Natural overlap hours purpose: Complex work ``` ## Distributed Workflows ```yaml follow_the_sun_model: handoff_process: end_of_day: - Update Jira tickets - Commit all code - Document blockers - Slack status update - Next steps outlined start_of_day: - Review handoff notes - Check Slack updates - Pull latest code - Continue work - Acknowledge receipt work_distribution: americas_focus: - Business analysis - Stakeholder engagement - UI/UX design - Sprint planning europe_focus: - Core development - Code reviews - Testing coordination - Architecture design apac_focus: - Integration development - DevOps tasks - Automated testing - Performance optimization ``` ## Collaboration Tools ```yaml tool_stack: communication: synchronous: - Zoom (video calls) - Slack (instant messaging) - Around (virtual office) asynchronous: - Loom (video messages) - Confluence (documentation) - Jira (task management) development: code_collaboration: - GitHub/GitLab - VS Code Live Share - Pull request reviews design_collaboration: - Miro (whiteboarding) - Figma (UI design) - Draw.io (diagrams) productivity: time_management: - World clock meeting planner - Calendly (scheduling) - Timezone.io (team timezones) project_tracking: - Jira with timezone support - Confluence spaces - Shared calendars ``` ## Cultural Considerations ```yaml cultural_awareness: communication_styles: guidelines: - Direct vs indirect communication - Written clarity emphasis - Visual aids usage - Meeting etiquette holidays_and_time_off: management: - Shared holiday calendar - Coverage planning - Respect for local customs - Flexible scheduling team_building: virtual_activities: - Coffee chats - Online games - Cultural sharing sessions - Virtual lunch meetings in_person_gatherings: - Annual team meetup - Regional gatherings - Conference attendance - Training events ``` ## Quality Assurance ```yaml distributed_qa_process: testing_coordination: test_planning: - Centralized test repository - Clear test assignments - Timezone-aware scheduling test_execution: - Regional test environments - Automated test suites - Manual test distribution defect_management: - 24-hour triage cycle - Clear severity definitions - Regional assignments code_quality: review_process: - Async code reviews - Clear review SLAs - Documentation standards - Automated checks ``` ## Knowledge Management ```yaml knowledge_sharing: documentation: standards: - Everything documented - Searchable format - Regular updates - Version control types: - Technical specs - Meeting recordings - Decision logs - How-to guides training: onboarding: - Self-paced modules - Recorded sessions - Buddy system - Regional mentors continuous_learning: - Tech talks (recorded) - Knowledge workshops - Certification support - Cross-training ``` ## Performance Management ```yaml distributed_team_metrics: productivity: measurement: - Output quality - Delivery velocity - Collaboration effectiveness - Communication clarity not_measured: - Hours online - Message count - Meeting attendance only team_health: indicators: - Engagement scores - Communication flow - Knowledge sharing - Work-life balance surveys: - Monthly pulse checks - Quarterly deep dives - Annual reviews - Exit interviews ``` ## Risk Mitigation ```yaml distributed_team_risks: communication_risks: mitigation: - Over-communicate - Document everything - Regular check-ins - Clear escalation paths technical_risks: mitigation: - Robust CI/CD - Automated testing - Code standards - Peer reviews coordination_risks: mitigation: - Clear ownership - Defined handoffs - Overlap planning - Backup assignments cultural_risks: mitigation: - Cultural training - Open dialogue - Flexible policies - Inclusive practices ``` ## Success Patterns ```yaml distributed_success_factors: communication: - Async-first mindset - Clear written communication - Regular video calls - Documentation culture process: - Well-defined workflows - Clear handoff procedures - Automated processes - Flexible scheduling technology: - Reliable tools - Good internet connectivity - Collaboration platforms - Cloud-based development culture: - Trust and autonomy - Results-oriented - Inclusive practices - Continuous improvement leadership: - Distributed leadership model - Regional champions - Clear vision - Regular recognition ``` ## Operational Guidelines ```yaml operational_excellence: meeting_guidelines: - Record important meetings - Rotate meeting times - Share agendas early - Document decisions work_guidelines: - Core hours definition - Response time SLAs - Availability transparency - Emergency protocols tool_guidelines: - Standardized toolset - Regular training - Best practices docs - Support channels ```