Harnessing Generative
AI in Tech Pipelines
Shruthi Bhaskar, Senior DevOps Consultant
Mar 2024
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Power of
GenAI
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$124 billion in 2022
to $297.9 billion by 2027
Source: https://www.gartner.com/en/documents/4925331
Growth:
$297.9 Billion
by 2027
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Do you know
J.A.R.V.I.S?
Hello, I am V.I.D.A.
Very Intelligent DevSecOps Assistant,
Just like J.A.R.V.I.S from Ironman.
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V.I.D.A
Very Intelligent
DevSecOps
Assistant
Hello, I am V.I.D.A,
Your Virtual DevSecOps
Assistant.
How may I help you?
VIDA
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DevSecOps
Activities
Code
Track and
raise issues
Version
control
Scale
Deploy
System
health
Security
Test
Develop
Backup
and recovery
Build
Monitor and
Alert
Traditional
DevSecOps
Practices
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Integrating
GenAI
into DevSecOps
Workflow
Code
Track and
raise issues
Version
control
Scale
Deploy
System
health
Security
Test
Develop Build
DevSecOps
Activities
Backup
and recovery
Monitor and
Alert
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No content
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DevSecOps
Code
Review
Testing
SRE Monitoring
Impact
Measurement
How can
V.I.D.A help?
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Analyse the errors in CI/CD pipeline
Build
Test
Deploy
Release
Solution
Recommendation
Errors in
CI/CD pipelines
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Patch management
Incidence response
Code
Code
Deploy
Operate
Monitor
Test
Build
Release
Plan
Sec
Dev Ops
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Generate CI/CD pipeline
based on prompt request
Code scanning
Code review and approvals
Optimizing Dev Workflow
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Generate automation
test pipelines
Generate unit
test cases
Testing and Quality Assurance
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Patch management
Incidence response
Code
Code
Deploy
Operate
Monitor
Test
Build
Release
Plan
Sec
Ops
Dev
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Automated ticket
generation and
categorization
Automated task
assignment, progress
tracking and reporting
Project Management and Ticketing
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Security
Automated intelligent
crawling and attack
simulation
Automated
vulnerability
assessment