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Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

The Well-Architected Architect

Modernizing Cloud Excellence in 2025

Chris Ayers

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Chris Ayers

Senior Site Reliability Engineer
Azure CXP AzRel
Microsoft

BlueSky: @chris-ayers.com
LinkedIn: - chris-l-ayers
Blog: https://chris-ayers.com/
GitHub: Codebytes
Mastodon: @Chrisayers@hachyderm.io
Twitter: @Chris_L_Ayers

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Agenda

  • Solution Architecture Fundamentals
  • Microsoft Azure Well-Architected Framework
  • Pillar Deep Dive
  • Trade-Offs
  • WAF Service Guides & Impact
  • Well-Architected Workloads
  • Q&A
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Solution Architecture Fundamentals

7 Principles for Cloud Excellence

🎯 Strategic

  1. Decision Framework
  2. Design Patterns
  3. Future Thinking

"Architecture is a team sport played with strategic thinking"

🛠️ Operational

  1. Supportability
  2. Continuous Learning

🤝 Collaborative

  1. Team Success
  2. Methodical Approach
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

1. Decision-Making Framework

Architecture Decision Records

# ADR-001: Multi-Region Strategy
Status: Accepted
Date: 2025-01-15

## Context
Need 99.99% availability for 
critical healthcare platform

## Decision
Implement active-active across
3 Azure regions

## Consequences
- 3x infrastructure cost
- Complex data sync

Key Elements

✅ Early Identification
Document decisions before they're made

✅ Risk Assessment
One-way doors vs. two-way doors

✅ Clear Rationale
Why this choice over alternatives

✅ Learning Loop
Post-implementation reviews

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

2. Master Cloud Design Patterns

Reliability Patterns

  • 🔄 Circuit Breaker
  • 🎯 Bulkhead Isolation
  • ♻️ Retry with Backoff

Performance Patterns

  • 📦 Cache-Aside
  • 🚀 CQRS
  • 📊 Event Sourcing

Security Patterns

  • 🔐 Valet Key
  • 🛡️ Gatekeeper
  • 🎭 Federated Identity

Modern Patterns

  • 📡 Event-Driven
  • 🔗 Service Mesh
  • 🌐 Edge Computing

💡 Pro Tip: Start with Azure Architecture Center pattern catalog

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

3. Forward-Thinking Design

🔮 Anticipate Change

  • Workload growth: 10x planning
  • Regional expansion readiness
  • Compliance evolution tracking

🚀 Embrace Innovation

  • Preview features evaluation matrix
  • Gradual rollout strategies
  • Fallback mechanisms

🛡️ Avoid Design Cliffs

  • No single points of failure
  • Vendor lock-in mitigation
  • Technology abstraction layers

Real Example: Netflix's migration from monolith → microservices → serverless

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

4. Design for Supportability

📊 Observable by Default

Every service includes:

  • Structured logging
  • Distributed tracing
  • Custom metrics
  • Health endpoints
  • SLI/SLO dashboards

🔧 Support-Friendly

  • Self-healing mechanisms
  • Graceful degradation
  • Clear error messages
  • Runbook automation
  • ChatOps integration

Success Metric: Time to resolve incidents ↓ 75% with proper observability

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

5. Continuous Skill Enhancement

📚 Learning Paths

  • Certifications: AZ-305, AI-102
  • Specializations: FinOps, MLOps
  • Emerging: Quantum, Edge AI

🏗️ Hands-On Practice

  • Weekly architecture katas
  • Open source contributions
  • Hackathon participation

🤖 AI-Augmented Skills

  • Copilot for architecture
  • AI-assisted code reviews
  • Automated documentation
  • Pattern recognition tools

🌐 Community

  • Local meetups
  • Architecture forums
  • Conference speaking
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

6. Collaboration Excellence

🤝 Key Partnerships

Internal Teams

  • Product owners
  • Security champions
  • Site reliability engineers
  • Data scientists

External Experts

  • Cloud solution architects
  • Partner technical specialists
  • Community MVPs
  • Industry consultants
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

7. Methodical Design Approach

Structure Brings Success

🛠️ Essential Tools

  • Design: Visio, Draw.io, Lucidchart, C4 Model
  • Documentation: ADRs, Wiki, Backstage
  • Assessment: WAF Review, Azure Advisor
  • Validation: Chaos Engineering, Load Testing

"A good architecture is not accidental—it's methodical"

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Microsoft Azure Well-Architected Framework

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Microsoft Azure Well-Architected Framework Goals

The Azure Well-Architected Framework drives real world business outcomes by guiding organizations to:

  • Enhance Resilience: Higher availability and faster recovery
  • Improve Security: Proactive protection of critical data
  • Optimize Costs: Streamlined resource usage
  • Accelerate Innovation: Faster feature deployment
  • Boost Operational Excellence: Robust monitoring and automation
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Business Impact: Real Numbers

Proven ROI & Outcomes

  • 304% ROI within 3 years (Forrester Study)
  • 40% reduction in downtime (Global Retailer)
  • 25% cost savings (Financial Services)
  • 75% faster server updates (Manufacturing)
  • 93/100 security score (Profisee)
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Framework Benefits

  • Resilient, available, and recoverable workloads
  • Strong security and risk management
  • Optimized costs with high ROI
  • Support for agile development and operations
  • Consistent performance and scalability
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

The Five Pillars

Reliability Security Cost Optimization Operational Excellence Performance Efficiency
Resiliency, availability, recovery Data protection, threat detection Budgeting, waste reduction Observability, DevOps, safe deployments Scalability, load testing, monitoring
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Pillar Design Principles: Reliability

A reliable workload must survive outages and malfunctions while continuing to consistently provide its intended functionality.

  • Business Requirements: Requirements must cover user experience, data, workflows, and characteristics that are unique to the workload.
  • Resilience: Operate with full or reduced functionality
  • Recovery: Recover with minimal disruption
  • Operations: Anticipate failure conditions
  • Simplicity: Avoid overengineering
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Reliability

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Pillar Design Principles: Security

  • Plan Security Readiness: Establish a proactive security posture
  • Protect Critical Assets: Ensure confidentiality, integrity, and availability
  • Evolve Continuously: Stay ahead of emerging threats
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Pillar Design Principles: Cost Optimization

  • Discipline: Develop robust cost-management practices
  • Mindset: Focus on efficiency in resource usage
  • Monitoring: Continuously analyze and optimize spending
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Pillar Design Principles: Operational Excellence

  • Embrace DevOps: Foster a culture of continuous improvement
  • Enhance Observability: Implement robust monitoring practices
  • Deploy Confidently: Streamline deployment processes
  • Automate: Increase efficiency through process automation
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Pillar Design Principles: Performance Efficiency

  • Set Realistic Targets: Establish achievable performance goals
  • Meet Capacity Needs: Ensure sufficient resources are available
  • Optimize Continuously: Enhance efficiency through ongoing improvements
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Trade-Offs

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Key Well-Architected Framework Trade-Offs

Performance vs. Security

  • Performance: Streamlined protocols, minimal overhead
  • Security: Multi-layered controls, comprehensive protection
  • Balance: Targeted security at critical points

Reliability vs. Cost

  • Reliability: Multi-region redundancy, automated failover
  • Cost: Streamlined resources, minimal redundancy
  • Balance: Tiered approach based on workload criticality
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Well-Architected Framework Pillar Interactions

Operational Excellence Affects All

  • Enables secure deployments
  • Improves reliability through consistency
  • Provides insights for cost optimization
  • Supports performance monitoring

Strategic Decision Points

  • Start with business requirements
  • Determine non-negotiable pillars
  • Accept calculated trade-offs
  • Document decisions (ADRs)
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Cloud Architecture Scenario 1

Your healthcare organization is designing a new patient records system that will store sensitive medical data.

Which priority order best addresses your needs?

  • A. Cost → Performance → Security → Reliability
  • B. Security → Reliability → Performance → Cost
  • C. Performance → Reliability → Security → Cost
  • D. Reliability → Cost → Performance → Security
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Cloud Architecture Scenario 2

A retail company is building a new e-commerce platform for Black Friday sales, expecting 10x normal traffic.

Which approach would you recommend?

  • A. Single region deployment with basic monitoring to minimize costs
  • B. Multi-region active-passive deployment with auto-scaling
  • C. Multi-region active-active deployment with predictive scaling
  • D. Serverless architecture with minimal upfront capacity planning
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Cloud Architecture Scenario 3

A financial services company needs to modernize their legacy batch processing system that currently runs nightly jobs.

Which architectural decision would provide the best balance of the Well-Architected pillars?

  • A. Lift-and-shift to cloud VMs to minimize development costs
  • B. Refactor into microservices with full event-driven architecture
  • C. Replatform to managed services while maintaining core workflows
  • D. Rebuild entirely with cutting-edge AI/ML optimization
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Cloud Architecture Scenario 4

A startup is launching a social media application and needs to balance limited funding with growth potential.

Which Well-Architected approach offers the best strategy?

  • A. Start with comprehensive security and compliance controls
  • B. Begin with minimal viable architecture, plan incremental improvements
  • C. Deploy in multiple regions immediately for global reliability
  • D. Invest heavily in automated operations from day one
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Well-Architected Framework Service Guides

A Decision-Making Tool

  • Assist in selecting Azure components for your workload
  • Highlight core features and capabilities essential for excellence
  • Not exhaustive configuration guides; emphasize what aligns with Well-Architected pillars
  • Enable informed decisions that support a state of operational excellence
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Well-Architected Workloads

  • Align workloads with business outcomes using the Azure Well-Architected Framework
  • Balancing functional requirements and nonfunctional trade-offs
  • Integrate design fundamentals, trade-offs, and operational best practices
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Well-Architected Workloads Examples

  • AI
  • Azure Virtual Desktop
  • Azure VMware Solution
  • Mission-critical applications
  • Oracle
  • SaaS Solutions
  • SAP
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

Well-Architected Framework Demos

Chris Ayers | chris-ayers.com | Senior SRE, Microsoft
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Chris Ayers | chris-ayers.com | Senior SRE, Microsoft
Chris Ayers | chris-ayers.com | Senior SRE, Microsoft

### 🎯 **Collaboration Artifacts** - Architecture review boards - Design thinking workshops - Failure scenario planning - Cost optimization sessions -

Needed for mermaid