Scaling Agile for Growing Teams | Framework Comparison
Scaling agile for growing teams requires aligned sprints and dependency management. GitScrum supports multi-project coordination and portfolio visibility.
16 min read
Scaling agile practices requires maintaining the principles that made agile effective while adapting structures for coordination across multiple teams. The challenge is preserving team autonomy and rapid iteration while ensuring alignment on organizational goals. GitScrum provides the infrastructure to support agile at any scale.
The Scaling Challenge
What changes as teams grow:
| Small Team (5-9) | Medium (10-40) | Large (40+) |
|---|---|---|
| Single backlog | Multiple backlogs | Portfolio backlog |
| Informal coordination | Cross-team sync | Scaling framework |
| All in one room | Multiple teams | Teams of teams |
| Direct communication | Planned touchpoints | Structured coordination |
| One product owner | Multiple POs | Product management hierarchy |
| Single sprint | Aligned sprints | Release trains |
Framework Options
Choosing Your Approach
SCALING FRAMEWORK COMPARISON:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β FRAMEWORK SELECTION BY ORGANIZATION SIZE β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β SPOTIFY MODEL (Squads, Tribes, Chapters, Guilds) β
β βββ Best for: 50-500 people β
β βββ Focus: Team autonomy with alignment β
β βββ Pros: Flexible, culture-focused β
β βββ Cons: Requires strong culture foundation β
β β
β LESS (Large-Scale Scrum) β
β βββ Best for: 50-3000 people β
β βββ Focus: Minimal additional process β
β βββ Pros: Simple rules, keeps Scrum intact β
β βββ Cons: Requires organizational redesign β
β β
β SAFe (Scaled Agile Framework) β
β βββ Best for: 500-10000+ people β
β βββ Focus: Enterprise-wide agility β
β βββ Pros: Comprehensive, well-documented β
β βββ Cons: Can feel bureaucratic if over-applied β
β β
β NEXUS (Scaled Scrum) β
β βββ Best for: 30-120 people (3-9 teams) β
β βββ Focus: Integrated product increment β
β βββ Pros: Straightforward, Scrum-based β
β βββ Cons: Limited to smaller scale β
β β
β CUSTOM (Your Own) β
β βββ Best for: Any size with unique needs β
β βββ Focus: Tailored to your context β
β βββ Pros: Fits exactly β
β βββ Cons: No external guidance/training β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Team Structures
TEAM TOPOLOGY OPTIONS:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β ORGANIZING MULTIPLE TEAMS β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β FEATURE TEAMS (Recommended) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β ββ
β β Team Alpha ββββββββββββββββββββββ Feature A ββ
β β (Full-stack, owns complete feature end-to-end) ββ
β β ββ
β β Team Beta βββββββββββββββββββββββ Feature B ββ
β β (Full-stack, owns complete feature end-to-end) ββ
β β ββ
β β Team Gamma ββββββββββββββββββββββ Feature C ββ
β β (Full-stack, owns complete feature end-to-end) ββ
β β ββ
β β β Minimal dependencies between teams ββ
β β β Each team delivers complete value ββ
β β β Clear ownership ββ
β β β Requires broad skills ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β COMPONENT TEAMS (Often Problematic) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β ββ
β β Frontend Team βββ ββ
β β ββββ Every feature needs all teams ββ
β β Backend Team ββββ€ ββ
β β β ββ
β β Database Team βββ ββ
β β ββ
β β β Heavy coordination overhead ββ
β β β No team owns complete feature ββ
β β β Handoff delays ββ
β β β Deep specialization ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β PLATFORM + STREAM TEAMS (Modern Approach) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β ββ
β β Platform Team ββββββ Internal tools, infrastructure ββ
β β (Enables stream teams) ββ
β β ββ
β β Stream Team 1 ββββββ Customer-facing feature area ββ
β β Stream Team 2 ββββββ Customer-facing feature area ββ
β β Stream Team 3 ββββββ Customer-facing feature area ββ
β β ββ
β β β Platform reduces cognitive load ββ
β β β Stream teams move fast ββ
β β β Clear value streams ββ
β β β Platform team can become bottleneck ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Multi-Team Coordination
Sprint Alignment
COORDINATING SPRINTS ACROSS TEAMS:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β ALIGNED SPRINT APPROACH β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β All teams on same 2-week cadence: β
β β
β WEEK 1 WEEK 2 β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Day 1 β Day 5 β Day 6 β Day 10 β ββ
β β β β β β ββ
β β All-team β Mid- β Continue β Demo Day β Next sprint ββ
β β Planning β sprint β work β + Retro β starts ββ
β β sync β check-in β β β ββ
β β (1 hr) β (30 min) β β (2 hrs) β ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β GITSCRUM MULTI-PROJECT VIEW: β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β PROJECT β SPRINT β HEALTH β COMPLETION ββ
β ββββββββββββββββββΌβββββββββΌβββββββββΌβββββββββββββββββββββββ
β β Mobile App β S24 β π’ β ββββββββββ 78% ββ
β β API Platform β S24 β π‘ β ββββββββββ 62% ββ
β β Web Dashboard β S24 β π’ β ββββββββββ 85% ββ
β β Data Pipeline β S24 β π’ β ββββββββββ 71% ββ
β β β β β ββ
β β AGGREGATE β S24 β π’ β 74% on track ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β BENEFITS: β
β βββ Shared demo day builds momentum β
β βββ Integration happens every sprint β
β βββ Dependencies visible in planning β
β βββ Cross-team learning in retrospectives β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Cross-Team Ceremonies
SCALING CEREMONIES:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β CEREMONY STRUCTURE FOR MULTI-TEAM β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β SPRINT PLANNING β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Part 1: Cross-Team Sync (30-60 min) ββ
β β βββ Product owner presents top priorities ββ
β β βββ Teams identify cross-team dependencies ββ
β β βββ Resolve conflicts, assign ownership ββ
β β βββ Each team leaves with context ββ
β β ββ
β β Part 2: Team Planning (2-4 hrs each, parallel) ββ
β β βββ Break into individual teams ββ
β β βββ Detailed sprint planning ββ
β β βββ Create tasks, estimate work ββ
β β βββ Flag new dependencies discovered ββ
β β ββ
β β Part 3: Dependency Confirmation (15 min) ββ
β β βββ Brief check-in: any new dependencies? ββ
β β βββ Final commitment ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β DAILY STANDUPS β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Team Standups: 9:00-9:15 (each team) ββ
β β βββ Standard format within team ββ
β β βββ Identify cross-team blockers ββ
β β βββ Nominate representative if needed ββ
β β ββ
β β Scrum of Scrums: 9:30-9:45 (representatives) ββ
β β βββ One person per team ββ
β β βββ Focus: dependencies, blockers, integration ββ
β β βββ NOT status reporting - problem solving ββ
β β ββ
β β GITSCRUM TEAM STANDUP: ββ
β β βββ Each team posts async in Discussions ββ
β β βββ Cross-team visible ββ
β β βββ Scrum of Scrums reviews flags ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β SPRINT REVIEW / DEMO β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Combined Demo Day (2 hrs max) ββ
β β βββ Each team: 10-15 min demo slot ββ
β β βββ Focus on integrated product ββ
β β βββ Stakeholder feedback ββ
β β βββ Celebrate collective achievement ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β RETROSPECTIVES β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Team Retros: Within teams (1 hr) ββ
β β Cross-Team Retro: Monthly (1 hr, representatives) ββ
β β βββ Process improvements ββ
β β βββ Inter-team friction ββ
β β βββ System-level issues ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Dependency Management
Visualizing Dependencies
CROSS-TEAM DEPENDENCY TRACKING:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β DEPENDENCY BOARD β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β SPRINT 24 DEPENDENCIES: β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β ββ
β β FROM TO ITEM STATUS ββ
β β βββββββββββββββββββββββββββββββββββββββββββββββββββββββ ββ
β β Mobile β API Auth endpoints π’ Ready ββ
β β Web β API New reporting π‘ Sprint 25ββ
β β API β Data Export schema π΄ Blocked ββ
β β Mobile β Web Shared components π’ Ready ββ
β β ββ
β β LEGEND: ββ
β β π’ Ready - Can proceed ββ
β β π‘ Future - Planned for later sprint ββ
β β π΄ Blocked - Needs immediate attention ββ
β β ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β GITSCRUM LINKED TASKS: β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β TASK: User Auth API (API Platform) ββ
β β ββ
β β Linked Items: ββ
β β βββ Blocks: Mobile login screen (Mobile App) ββ
β β βββ Blocks: Web SSO implementation (Web Dashboard) ββ
β β βββ Depends on: Auth service config (DevOps) ββ
β β ββ
β β Status: In Progress ββ
β β Assignee: @backend-lead ββ
β β Due: Sprint 24, Day 5 ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Handling Dependencies
DEPENDENCY RESOLUTION STRATEGIES:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β REDUCING AND MANAGING DEPENDENCIES β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β 1. ELIMINATE (Best) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Strategy: Restructure teams to remove dependency ββ
β β ββ
β β BEFORE: ββ
β β Frontend Team β needs API Team β needs DB Team ββ
β β (3 dependencies for one feature) ββ
β β ββ
β β AFTER: ββ
β β Feature Team X (includes frontend, backend, DB skills) ββ
β β (0 dependencies) ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β 2. INVERT (Create Contracts) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Strategy: Agree on interface, work in parallel ββ
β β ββ
β β Sprint Start: ββ
β β Teams agree: "API will return {user_id, name, email}" ββ
β β ββ
β β During Sprint: ββ
β β βββ API team builds real endpoint ββ
β β βββ Frontend team builds against mock ββ
β β βββ Both finish by Day 8 ββ
β β ββ
β β Day 9: Integration (contract verified) ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β 3. SEQUENCE (Accept the Order) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Strategy: Plan work order across sprints ββ
β β ββ
β β Sprint 24: API team builds foundation ββ
β β Sprint 25: Mobile team builds on top ββ
β β ββ
β β Trade-off: Slower but lower risk ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β 4. BUFFER (Add Slack) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Strategy: Dependent work starts late in sprint ββ
β β ββ
β β API team: Commits to deliver by Day 5 ββ
β β Mobile team: Dependent work starts Day 6 ββ
β β Buffer: 1 day slack if API delayed ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Backlog Management at Scale
Portfolio Backlog
MULTI-LEVEL BACKLOG STRUCTURE:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β HIERARCHY OF WORK β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β LEVEL 1: PORTFOLIO (Quarterly/Annual) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β INITIATIVES / THEMES ββ
β β ββ
β β Q1 2025: ββ
β β βββ π― Mobile App Expansion (40% capacity) ββ
β β βββ π― Enterprise Features (35% capacity) ββ
β β βββ π― Performance & Reliability (25% capacity) ββ
β β ββ
β β Owner: Product Leadership ββ
β β Review: Monthly portfolio review ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β LEVEL 2: PRODUCT (Epic-level) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β EPICS ββ
β β ββ
β β Mobile App Expansion: ββ
β β βββ π¦ Offline Mode (Mobile Team, 3 sprints) ββ
β β βββ π¦ Push Notifications (Mobile + API, 2 sprints) ββ
β β βββ π¦ Tablet Support (Mobile Team, 4 sprints) ββ
β β ββ
β β Owner: Product Owners ββ
β β Review: Sprint planning ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β LEVEL 3: TEAM (Sprint-level) β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β STORIES & TASKS ββ
β β ββ
β β Offline Mode Epic: ββ
β β βββ π User can view tasks offline (5 pts) ββ
β β βββ π User can create tasks offline (8 pts) ββ
β β βββ π Sync resolves conflicts (13 pts) ββ
β β βββ π Offline indicator in UI (3 pts) ββ
β β ββ
β β Owner: Team (with PO guidance) ββ
β β Review: Daily ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Capacity Allocation
BALANCING WORK TYPES:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β PORTFOLIO CAPACITY MODEL β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β RECOMMENDED ALLOCATION: β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β ββ
β β NEW FEATURES βββββββββββββββ 60-70% ββ
β β ββββββββββββββββββββββββββββββββββββββββββββββββββββ ββ
β β (Strategic initiatives, new capabilities) ββ
β β ββ
β β MAINTENANCE ββββββββββββββββ 15-20% ββ
β β ββββββββββββββββββββββββββββββββββββββββββββββββββββ ββ
β β (Bug fixes, support, small improvements) ββ
β β ββ
β β TECHNICAL DEBT βββββββββββββ 10-15% ββ
β β ββββββββββββββββββββββββββββββββββββββββββββββββββββ ββ
β β (Refactoring, upgrades, performance) ββ
β β ββ
β β INNOVATION βββββββββββββββββ 5-10% ββ
β β ββββββββββββββββββββββββββββββββββββββββββββββββββββ ββ
β β (Experiments, spikes, learning) ββ
β β ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
β GITSCRUM LABELS FOR TRACKING: β
β βββ Label: "type:feature" β New Features β
β βββ Label: "type:maintenance" β Maintenance β
β βββ Label: "type:tech-debt" β Technical Debt β
β βββ Label: "type:innovation" β Innovation β
β β
β REVIEW: Monthly portfolio review checks allocation health β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Communication at Scale
Information Flow
COMMUNICATION ARCHITECTURE:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β STRUCTURED INFORMATION SHARING β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β WITHIN TEAM (High Bandwidth): β
β βββ Slack/Teams: Real-time questions β
β βββ Daily Standups: Sync + blockers β
β βββ Discussions: Thread decisions β
β βββ GitScrum Comments: Task context β
β β
β ACROSS TEAMS (Medium Bandwidth): β
β βββ Scrum of Scrums: Dependencies/blockers β
β βββ Shared Slack channels: Cross-team topics β
β βββ Wiki/NoteVault: Technical decisions β
β βββ Demo Days: What shipped β
β β
β ORGANIZATION-WIDE (Low Bandwidth, High Alignment): β
β βββ Monthly all-hands: Strategy, progress β
β βββ Quarterly planning: Roadmap, priorities β
β βββ Internal newsletter: Key updates β
β βββ Dashboard: Portfolio health β
β β
β GITSCRUM MULTI-PROJECT VISIBILITY: β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β ORGANIZATION DASHBOARD ββ
β β ββ
β β Active Projects: 6 ββ
β β Active Sprints: 6 ββ
β β Total Velocity: 312 pts/sprint ββ
β β ββ
β β Project Health: ββ
β β βββ π’ Mobile App - On Track ββ
β β βββ π’ API Platform - On Track ββ
β β βββ π‘ Web Dashboard - Minor Delays ββ
β β βββ π’ Data Pipeline - On Track ββ
β β βββ π’ DevOps Infra - On Track ββ
β β βββ π’ Documentation - On Track ββ
β β ββ
β β Cross-Project Blockers: 2 ββ
β β Dependencies Due This Sprint: 5 ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Decision Making
SCALED DECISION FRAMEWORK:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β WHO DECIDES WHAT β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β TEAM LEVEL (Decide Immediately): β
β βββ How to implement a user story β
β βββ Technical approach within team's domain β
β βββ Sprint task breakdown β
β βββ Team process improvements β
β βββ Code and design within established patterns β
β β
β CROSS-TEAM (Consult Then Decide): β
β βββ Shared component changes β
β βββ API contract modifications β
β βββ Cross-project dependencies β
β βββ New technical patterns β
β βββ Shared tooling decisions β
β β
β Product/Leadership (Align Then Decide): β
β βββ Feature prioritization β
β βββ Roadmap changes β
β βββ Resource allocation β
β βββ Major architecture shifts β
β βββ Build vs. buy decisions β
β β
β ESCALATION PATH: β
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β Team tries to resolve β Cross-team rep meeting β ββ
β β Architect/Lead review β Product leadership ββ
β β ββ
β β Rule: Decision within 48 hours or escalate ββ
β β Default: Team with most context decides ββ
β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Preserving Agility
Anti-Patterns to Avoid
SCALING ANTI-PATTERNS:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β WHAT KILLS AGILITY AT SCALE β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β β MEETING OVERLOAD β
β Symptom: 50%+ time in coordination meetings β
β Fix: Async by default, meetings for decisions only β
β β
β β PROCESS THEATER β
β Symptom: Following framework rituals without value β
β Fix: Retrospect on process, drop what doesn't help β
β β
β β DEPENDENCY PARALYSIS β
β Symptom: Teams wait on each other constantly β
β Fix: Restructure teams, create contracts, reduce coupling β
β β
β β COMMAND AND CONTROL β
β Symptom: All decisions flow through hierarchy β
β Fix: Push decisions to teams, clear decision rights β
β β
β β METRICS OBSESSION β
β Symptom: More time reporting than doing β
β Fix: Minimal metrics, automated collection β
β β
β β UNIFORMITY MANDATE β
β Symptom: All teams must use identical process β
β Fix: Align on outcomes, allow process variation β
β β
β β GOVERNANCE LAYERS β
β Symptom: Multiple approval gates before action β
β Fix: Trust teams, audit outcomes not inputs β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Preserving Team Autonomy
AUTONOMY AT SCALE:
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β WHAT TEAMS SHOULD CONTROL β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β β
β TEAM DECIDES: β
β β How to estimate work β
β β How to run standups β
β β Technical implementation β
β β Internal tooling β
β β Team agreements and norms β
β β Sprint capacity (not forced velocity) β
β β
β ORGANIZATION ALIGNS: β
β β Sprint cadence (for integration) β
β β Definition of done (quality standards) β
β β Shared infrastructure (CI/CD, monitoring) β
β β Communication protocols (async/sync patterns) β
β β Security and compliance requirements β
β β Integration patterns (APIs, events) β
β β
β PRINCIPLE: β
β "Align on WHAT and WHEN, let teams decide HOW" β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Best Practices
Do's
SCALING SUCCESSFULLY:
β START SMALL
Scale gradually, learn from each growth phase
β FEATURE TEAMS
Minimize dependencies through team structure
β ALIGN CADENCE
Same sprint length for integration
β MINIMAL PROCESS
Only add what's essential for coordination
β DISTRIBUTED DECISIONS
Push choices to teams with context
β INVEST IN TOOLING
GitScrum, CI/CD, monitoring reduce coordination load
Don'ts
SCALING PITFALLS:
β BIG BANG TRANSFORMATION
Gradual change beats reorganization
β COPY FRAMEWORKS BLINDLY
Adapt to your context
β CENTRALIZE DECISIONS
Creates bottlenecks
β MANDATE UNIFORMITY
Allow team process variation
β ADD COORDINATION LAYERS
Every layer adds overhead