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Achieving Platform
Engineering at Scale:
Enterprise AIOps & DevOps
Best Practices
SNEH PANDYA
Product Leader, Book Author, Consultant
Jaipur 2024
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Wharton MBA
PRODUCT STRATEGY
APRESS PUBLICATIONS
2X BOOK AUTHOR
PRODUCT LEADER & CONSULTANT
MULTIPLE ORGANIZATIONS
@SnehPandya18
snehpandya.com
SNEH PANDYA
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Standard DevOps Challenges
Diverse Teams &
Workflows
Slower Adoption &
Lower Productivity
Increasing
Complexity
Collaboration Observability Gaps Cost and Efficiency
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Key Focus Areas
Standardization, Abstraction
& Scalability
Traceability
& Monitoring
Efficiency
& Velocity
Security
& Governance
Platform
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Centralized Infrastructure Management
IaC Assets Templates Catalog Environments Reports
Multi-Tech & Multi-Cloud Infrastructure
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Common Components
Logging Tracing Authentication
Authorization Caching CORS
API Versioning Error Handling Rate Limiter
Security Headers Alerts Databases
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Security Toolchain
SonarQube Checkmarx XRay
Prisma GitLeaks Dependency Track
Cosign Certificate Manager Anchore Syft
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Business Activity Monitoring
Observability
Observe and identify
errors
Traceability
Search and identify
issues using Trace IDs
Visualization
Share the insights and issues
with relevant teams
Unique IDs,
Trace ID,
etc
Define
Properties
HTTP Errors,
API Failures,
Server Errors,
Incident details,
etc.
Push Data Visualize
Visual
Dashboard,
Search & Filter,
Recurring
events
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Root Cause Analysis
Identify Performance Bottlenecks
Anomaly Detection
Real-time Monitoring & Alerts
Infrastructure & SRE Observability
Capacity Planning & Collaboration
Cluster
overview
Node
Metrics
Pod
metrics
Container
metrics
Network
metrics
Application
performance
metrics
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AI-assisted
API Generation &
Automation
Robust Security &
Compliance
Cost
Optimization &
Reduction
Harnessing the Power of AIOps
Autoscaling
Infrastructure
Resources
Improved
Observability &
Reliability
Out-of-the-Box
Customizations
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Business
activity
monitoring
Common
components
Improved
security
footprint
Optimized
infrastructure
Consistent
development
lifecycle
AIOps
integration
Reduction in
manual
intervention
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“Focus on delivering value
and helping people,
everything else will follow.”
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Book Recommendations
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THANK YOU!
Want to work on exciting ideas?
Upcoming events & networking?
Open to invitations and consulting
discussions!
SNEH PANDYA
@SnehPandya18
snehpandya.com