SlideShare a Scribd company logo
1 of 26
Agile Mumbai 2023 : Premier Lean - Agile Conference
Modern DevOps Solution through Integrated Software Delivery Platform (ISDP)
Technology-driven Transformation with MLOps, DevOps,
DevEx, DevSecOps and AI/ML
November 2023
Click to add text
Click to add text
Agile Network India Conference
Agile Mumbai 2023 : Premier Lean - Agile Conference
Technology-driven Transformation with MLOps, DevOps, DevEx, DevSecOps and AI/ML
Organizations are increasingly focusing on enhancing their speed of delivery by utilizing new tools, frameworks, and
technologies. These transformations include MLOps, DevOps, DevEx, and DevSecOps. MLOps focuses on model
deployment, monitoring, and scalability, revolutionizing industries. DevOps focuses on best practices, automation, and
cultural shifts for agility and efficiency. DevEx strategies enhance the developer experience, while DevSecOps emphasizes
robust security. We invite you to share your experience, perspectives and ideas around how this technology-driven
transformation and innovation leads to real-world applications, success stories and what are the challenges and lessons
learned from transformational journeys.
Workshop Topic
Agile Mumbai 2023 : Premier Lean - Agile Conference
Debajyoti Guha
Debajyoti is seasoned professional with 22+ years of IT
experience.
He worked up on IT Operation, Services Delivery, Enterprise
Solutioning, System Integration and Managed Services. More
than a decade, he is working with Global delivery to mature
Cloud, PaaS & Container services, Middleware
transformation.
In TCS he is leading the solutions support in Digital
Transformation with DevOps Automation and Hybrid Cloud.
He has received multiple awards throughout his career for
solutions excellence and customer centricity. Outside IT,
Debajyoti spend time in gardening and reading books.
He is enthusiast in Space science and learning Deep space
communication technologies.
Agile Mumbai 2023 : Premier Lean - Agile Conference
Abhishek Dhingra
Abhishek is having over 18 years of diversified
experience across various technical domain of IT IS. He
is practicing DevOps Automation, Chaos Engineering,
Observability and Service Reliability practices.
Worked across multiple Business domains including
Banking, Telecom, Manufacturing etc. He works along
with Center of Excellence team in TCS to enhance the
maturity of DevOps adoption in the delivery projects.
Abhishek is an AI/ML enthusiast and completed my
executive 1 year PG program in Artificial Intelligence
and Machine Learning.
He valued direct and candid communication and speak
his mind when necessary. If you're seeking practical
guidance on DevOps, feel free to connect with me.
Agile Mumbai 2023 : Premier Lean - Agile Conference
Agenda
❖ Context: DevOps and Industry Reference
❖ Emerging Needs of Modern Application Delivery
❖ Overview of Integrated Software Delivery Platform (ISDP)
❖ Case Study
❖ Demonstration of ISDP Features and Functionalities (will be covered later)
❖ Q&A
30 mins
30 mins
ISDP Conceptualization
Agile Mumbai 2023 : Premier Lean - Agile Conference
History of DevOps
DevOps is the combination of cultural philosophies, practices, and tools that increases an
organization's ability to deliver applications and services at high velocity: evolving and
improving products at a faster pace than organizations using traditional software
development and infrastructure management processes.
Agile Mumbai 2023 : Premier Lean - Agile Conference
Expectations from Modern Application Delivery platform
Modern Application Delivery Platform is an integrated solution having capabilities of DevOps, DevEx, DevSecOps, MLOps
and AI/ML which build code once and can deploy anywhere multiple times
Integrated Platform
Agile Mumbai 2023 : Premier Lean - Agile Conference
The Role of DevOps in Transformation (Digital Transformation)
❖ Accelerate Software Delivery
❖ Exhibits Automation as Practices
❖ Enhance Collaboration and Communication
Advanced Resource
Management
Data-Driven Customer
Insights
Enriched Customer
Experience
Better Operating Model
Extensive Data Collection
Higher ROI
G
O
A
L
S
❖ Improve Scalability and Agility, without
compromising Security
❖ Driving Continuous Improvement
❖ Self-Steer towards zero Technical Debt
DevOps drives Benefits to Business
Reference ; https://newrelic.com/devops/benefits-of-devops
Agile Mumbai 2023 : Premier Lean - Agile Conference
Typical challenges that Developers are facing
• Discoverability
• Ownership
• Management
• Collaboration (InnerSource )
• Friction or toil
• Self-service, New service creation
• Developer Onboarding
• Feedback loop
• Technical Documentation
• Standard enforcement
• Tracking Improvement initiatives
• Environment Provisioning
Software
Engineering
Catalogue of services
Self-service flow
Observability
Policy ad Code
Platform Engineering
SDDC & Cloud
Secured
SDLC
Developer time spent on toil
40%
Of developers consider onboarding time too long
48%
Of developers agree that:
“Waiting on answers to my questions disrupts my workflow”
54%
Agile Mumbai 2023 : Premier Lean - Agile Conference
Key Trends of Modern DevOps
❖ Increasing AppDev Speed without compromising Security
❖ “improve software quality” and “tool consolidation”
❖ AI-assisted coding and security in Pipeline.
❖ Advancement of Security Practices – SBOM, SSCS
❖ More integration and more automation, with advanced developer’s tooling
Unified DevOps
platform
Enterprise DevOps
platform
Integrated Software
Delivery platform
No matter the name, the DevOps adoption is moving Toolchain Engineering to Platform Engineering
Leading to Single Product category for Continuous Integration (CI) and Continuous Delivery and Release
Automation (CDRA) products and platform.
Agile Mumbai 2023 : Premier Lean - Agile Conference
DevOps Market and Emergence
Forrester Wave: ISDP Emergence
2018+
Agile + DevOps
realized must
achieve Quality
at Speed
Automated Risk
based Testing
Value Stream
Monitoring
2020+
CI + CDRA =
ISDP
End to end
Automation
Lowering
DevOps Tax
Self service
2023+
High priority:
Tool
consolidation
Improve
Software
Quality
AI-assisted
coding, security
$9.2B The Market for ISDP solution expected to grow to almost $9.2B by 2026
Driving Factors
⮚DevOps, ALM market are shifting from
Toolchain centric to solid platform
capabilities and overall strategy
⮚Enterprise-scale deployment automation,
release readiness, and value stream
management (VSM) analytics
⮚Enhanced supply chain security need
granular security and compliance
controls, and pipeline security with
enhanced UI
⮚Differentiate with Innovation for
achieving operational excellence
* Integrated Software Delivery Platform (ISDP)
*Continuous Deployment, Release Automation (CDRA)
Agile Mumbai 2023 : Premier Lean - Agile Conference
Reference of SDLC (Previous Decade)
Product Owner
adds
requirements
into Backlog
Development
Starts
Direct run on
the Sandbox
Manual merge
in case of multi-
person Story
As part of Story
Grooming,
requirements
get clarified
Developer team
puts the code in
QA Env
Manual testing
takes place in
QA area
Security test
happens once in
a quarter
Once verified,
code goes to
UAT
PO tests the
tickets in UAT
env in most of
the cases
Mail approval
for Prod
deployment
Developer
moves the code
to Prod
Current Code development, testing & promotion workflow with SCM leverage
Agile Mumbai 2023 : Premier Lean - Agile Conference
Modern Software Engineering Practices
Modern DevOps Platform deliver Capabilities – DevOps, DevSecOps, DataOps, MLOps, XOps, AIOps, SRE
Agile Mumbai 2023 : Premier Lean - Agile Conference
DevOps 7 C’s Summary
1
1
2
4
2
3
3
3
1
5
6
7
Agile Mumbai 2023 : Premier Lean - Agile Conference
The Guiding Factors for DevOps Transformation
Velocity
• Time-To-Market
• Developer Velocity & Onboarding
• Cloud & Microservices Migration
• New App/Service Going Live
Governance
Efficiency
• Standardized Deployments
• Security, Auditing & Compliance
• Role-based Access Control
• Downtime & Incidents
• Defects & Regressions
• Performance
• Security
• Script/Plugin Maintenance
• Developer Productivity
• Developer Experience (DX)
• DevOps TOIL
• Cloud Cost Optimization
• Services Reliability
Quality
Modern Developer
Experience
AI and ML
Everywhere
Automated Governance and
Guardrails
Modular, Flexible, and
Open
Developers can
deploy daily on-
demand
Increase developer velocity
by XX times in Y months,
and Z% reduction in change
failure rates – all with
DevOps governance in
place.
Reduction in rollback
time – from X hours
to Y minutes
XX% improvement in
deployment times, Should
be able to generate YY new
pipelines in less than a
minute.
1 2 3 5
4
1000+ lines of scripting
code, to reduce few lines
of declarative code,
reduce all the pain of
making changes to
delivery process
Building value, not Fighting toolchains
Key Asks
Point Of View
Agile Mumbai 2023 : Premier Lean - Agile Conference
Modern DevOps Integrate Cutting Edge Practices
• A set of practices to Improve the way
teams deliver high-quality customer
experiences.
• Maintaining Value Stream as well as
Software at scale, using Single Platform
Value Stream
Management
DevSecOps
Service
Reliability
Platform
Engineering
O1
O3
O4 O2 • Build upon DevOps practices and
framework.
• Integrate Security initiatives at every
stage of DevOps (CI/CD) pipelines
• Setting up DX, SBOM & SCSA
• Deliver Application software Secured
and Faster
• An engineering approach to
continuously improve systems
and services for improved end-
user experience.
• Continous Reliability testing
• Maximum adherence to SRE
KPIs
• Software Eng. practices to build
and manage Platform as Product
• Build self-service capabilities
using Infrastructure as Code (IaC)
• Deliver the operational
necessities of the entire lifecycle
of an application
Build Strong Platform Foundation, Augment with Best of Breed Tools for
Value Stream Management , DevOps & DevSecOps, Platform Engineering, Service Reliability Engineering
Design and delivery of a Platform that provides integration of Out-of-the-box Automation tools for each phase of software
delivery; and offer APIs to enable extensibility or swapping of vendor tools for third-party alternatives
* Software Supply Chain Security Assurance(SCSA)
*Software Bill of Materials(SBOM)
Agile Mumbai 2023 : Premier Lean - Agile Conference
Modern DevOps Platform
• Modern DevOps Platforms provide a Strong Platform Foundation but Still Need Best-Of-Breed Tools.
❖ Offer a strong core of CI/CD capabilities
❖ Provide connected platforms that best-of-breed tools can
augment.
❖ Extensibility via APIs or plug-ins.
❖ Shift from DevOps to DevSecOps.
❖ Enterprises have started shifting to platform teams to support
their DevOps efforts.
• A survey from Analyst, says that Enterprise customers do not use more than 50% of the platform/product capabilities
they are paying for.
• Each Enterprise has near about 50% capabilities delivered from one or two products.
• DevOps Product vendors are not only competing on the Core CI/CD but also competing with the best-of-breeds Tools,
which is why the bar has risen so high for this evaluation.
• Modern DevOps Platforms provide a supports build and deployment automation for General-purpose programming
languages and platforms. Also support business platform such as Salesforce or SAP.
Agile Mumbai 2023 : Premier Lean - Agile Conference
Modern DevOps Platform Reference Model
Secrets, Auditing &
Compliance
Automated
Rollbacks
Environment
Variables &
Pipeline
Management
Code
Artifact
End User
Fully Integrated Governance, Dashboarding, Reporting, AI Workloads
Enterprise-Ready GitOps
Modern Application
Workloads
Cloud-Native
Apps
Traditional
Apps
Mobile
Apps
Database
Schemas
Embedded
Systems (IoT)
Big Data
Pipelines
ML Models
Packaged
SaaS Apps
GitOps
Continuous Delivery & Continous
Operation
Continuous
Integration
Configuration as
Code
Build & Test
Security Test
Orchestration
Release Automation
Features
Flag
Chaos
Experiments
Continuous
Delivery
Continuous Verification
Service
Reliability
The connected platform having best of breed tools and capabilities will enhance DX (Developers’ Experience)
Zero
Downtime
Agile Mumbai 2023 : Premier Lean - Agile Conference
Key Services
DevOps#
• Design and deployment
• Platform and Tools strategy
• Pipeline (CI, CD & IaC) development
• DevSecOps Transformation
• Development of SOPs
• Transition and Transformation
Runbooks
Value Stream Management
• Define Value stream process and
metrics in VSM
• Implementation of Value stream
analytics
• VSM Tools Advisory
• Integration with Tools, and
Accelerators
Service Reliability
• Assessment and Consulting on
Operationalization of SRE
Framework, Processes and
Tools
• SRE Processes Deployment of
Roadmap
• Implement SRE Processes &
Tools
Platform Engineering
• Design & Deployment of Self
Services (IDP & Backstage)
• Setting up developer platforms
and software engineering
practices
• Continuous Test Automation
Modern DevOps platforms (also called as Integrated Software Delivery Platform) are emerging as a simpler alternative to DevOps toolchains.
ISDP will help DevOps team to adapt and respond to changing business environments by building a culture of rapid innovation, short product cycles, continual
improvement and security.
Modern
DevOps
Platform
# DevOps services include DevSecOps and Infrastructure as Code
Agile Mumbai 2023 : Premier Lean - Agile Conference
Demo
Agile Mumbai 2023 : Premier Lean - Agile Conference
Build & Test
Deploy Changes
Manage
Business Impact
Product View
Optimize Processes
+
+
+
+
+
+
+
Metric LowPerforming Medium Performing High Performing
Deployment Frequency Weekly to Monthly Weekly to Monthly On-Demand
Lead Time For Changes 1 week to 1 month 1 week to 1 month < 1 hour
MTTR 1 day to 1 week < 1 day < 1 hour
Change Failure Rate 31–45% 30–16% 0–15%
Agile DevOps Automation Governance and Efficiency Continuous Reliability
+
VELOCITY
QUALITY
RELIABILITY
OPTIMIZATION
EFFICIENCY
SECURITY
Agile Mumbai 2023 : Premier Lean - Agile Conference
Digital Transformation of UK based Telcom Provider
▪ 70% Reduction in Deployment
window
▪ 100% Transparent security checks
▪ Protection from global
vulnerabilities
▪ 40% Increase in Project delivery
frequency rate
▪ >98% Customer Satisfaction
▪ 40% Accelerated Delivery
▪ 30% OPEX Reduction
▪ 100% Automated reporting
Engagement Realized Benefits
▪ Existing enterprise platform wasn't a
robust and integrated solution covering
various aspects of CI/CD process.
▪ Multiple Manual Touch points
▪ Automation in pockets but not integrated
into pipeline
▪ LOC Limitation for multiple scans
▪ Restricting code level visibility
▪ Integration with Legacy applications
▪ Lack of standardized reporting
▪ Dependency on security teams for
monthly reports
The Business Scenario
▪ Alignment with Telco’s vision of
strategic cloud services
▪ A one stop solution is developed
with common DevOps toolset
▪ Standardized source control
▪ Role-based Access Management
▪ Automated build, pre-deployment,
deployment, post deployment,
technical sanity & Rollback
▪ Automated Quality Gates &
Regression testing
▪ Advanced deployment strategies
(B/G, Canary)
Award winning DevSecOps implementation resulting in accelerated delivery, reduction in deployment window and improved
customer satisfaction, as part Digital Transformation of Telecom Code services
Agile Mumbai 2023 : Premier Lean - Agile Conference
DevSecOps Framework
Agile Mumbai 2023 : Premier Lean - Agile Conference
Measurable Benefits
30%
OPEX
Reduction
Transparent security checks
Faster time to the market
Protection from global vulnerabilities
CI/CD Pipeline Analytics
Value Stream Monitoring
40%
Increase in
Project delivery
frequency rate
40%
Accelerated
Delivery
100%
Automated
reporting
>98%
Customer
Satisfaction
70%
Reduction in
Deployment
window

More Related Content

Similar to Agile Mumbai 2023 | Modern DevOps Solution through Integrated Software Delivery Platform (ISDP) - Debajyoti Guha & Abhishek Dhingra

Keys to continuous testing for faster delivery euro star webinar
Keys to continuous testing for faster delivery euro star webinar Keys to continuous testing for faster delivery euro star webinar
Keys to continuous testing for faster delivery euro star webinar TEST Huddle
 
Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?Apigee | Google Cloud
 
Top DevOps Trends in 2023 and Beyond
Top DevOps Trends in 2023 and BeyondTop DevOps Trends in 2023 and Beyond
Top DevOps Trends in 2023 and BeyondCloudZenix LLC
 
Smart Solutions - DevOps Best Practices for Real Estate Software Development....
Smart Solutions - DevOps Best Practices for Real Estate Software Development....Smart Solutions - DevOps Best Practices for Real Estate Software Development....
Smart Solutions - DevOps Best Practices for Real Estate Software Development....SculptSoft Private Limited
 
apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...
apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...
apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...apidays
 
DevOps in the Cloud new-Anamika.docx
DevOps in the Cloud new-Anamika.docxDevOps in the Cloud new-Anamika.docx
DevOps in the Cloud new-Anamika.docxAnamikaJha76
 
DevOps concepts, tools, and technologies v1.0
DevOps concepts, tools, and technologies v1.0DevOps concepts, tools, and technologies v1.0
DevOps concepts, tools, and technologies v1.0Mohamed Taman
 
AWS Partner: REAN: Join Us to Explore DevOps on AWS
AWS Partner: REAN: Join Us to Explore DevOps on AWSAWS Partner: REAN: Join Us to Explore DevOps on AWS
AWS Partner: REAN: Join Us to Explore DevOps on AWSAmazon Web Services
 
Delivering DevOps on AWS - Transformation Day Public Sector London 2017
Delivering DevOps on AWS - Transformation Day Public Sector London 2017Delivering DevOps on AWS - Transformation Day Public Sector London 2017
Delivering DevOps on AWS - Transformation Day Public Sector London 2017Amazon Web Services
 
Delivering New Digital Experiences Fast - Introducing Choreo
Delivering New Digital Experiences Fast - Introducing ChoreoDelivering New Digital Experiences Fast - Introducing Choreo
Delivering New Digital Experiences Fast - Introducing ChoreoWSO2
 
Engineering_Campus_Presentation_2022 (1)-compressed.pptx
Engineering_Campus_Presentation_2022 (1)-compressed.pptxEngineering_Campus_Presentation_2022 (1)-compressed.pptx
Engineering_Campus_Presentation_2022 (1)-compressed.pptxManikaahuja4
 
Improve Developer Experience with Developer Portal
Improve Developer Experience with Developer PortalImprove Developer Experience with Developer Portal
Improve Developer Experience with Developer PortalKumton Suttiraksiri
 
Apidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital One
Apidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital OneApidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital One
Apidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital Oneapidays
 
DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...
DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...
DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...Siva Rama Krishna Chunduru
 
Security in Product Aligned IT
Security in Product Aligned ITSecurity in Product Aligned IT
Security in Product Aligned ITArchana Joshi
 
Huit 2015 march town hall
Huit 2015 march town hallHuit 2015 march town hall
Huit 2015 march town hallkevin_donovan
 
DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)
DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)
DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)Cygnet Infotech
 

Similar to Agile Mumbai 2023 | Modern DevOps Solution through Integrated Software Delivery Platform (ISDP) - Debajyoti Guha & Abhishek Dhingra (20)

DevOps trends to look out for in 2022
DevOps trends to look out for in 2022DevOps trends to look out for in 2022
DevOps trends to look out for in 2022
 
Keys to continuous testing for faster delivery euro star webinar
Keys to continuous testing for faster delivery euro star webinar Keys to continuous testing for faster delivery euro star webinar
Keys to continuous testing for faster delivery euro star webinar
 
Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?Which Application Modernization Pattern Is Right For You?
Which Application Modernization Pattern Is Right For You?
 
Top DevOps Trends in 2023 and Beyond
Top DevOps Trends in 2023 and BeyondTop DevOps Trends in 2023 and Beyond
Top DevOps Trends in 2023 and Beyond
 
Smart Solutions - DevOps Best Practices for Real Estate Software Development....
Smart Solutions - DevOps Best Practices for Real Estate Software Development....Smart Solutions - DevOps Best Practices for Real Estate Software Development....
Smart Solutions - DevOps Best Practices for Real Estate Software Development....
 
apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...
apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...
apidays LIVE Paris 2021 - Synchronous Communication Patterns by Sébastien Ber...
 
DevOps in the Cloud new-Anamika.docx
DevOps in the Cloud new-Anamika.docxDevOps in the Cloud new-Anamika.docx
DevOps in the Cloud new-Anamika.docx
 
DevOps concepts, tools, and technologies v1.0
DevOps concepts, tools, and technologies v1.0DevOps concepts, tools, and technologies v1.0
DevOps concepts, tools, and technologies v1.0
 
AWS Partner: REAN: Join Us to Explore DevOps on AWS
AWS Partner: REAN: Join Us to Explore DevOps on AWSAWS Partner: REAN: Join Us to Explore DevOps on AWS
AWS Partner: REAN: Join Us to Explore DevOps on AWS
 
Delivering DevOps on AWS - Transformation Day Public Sector London 2017
Delivering DevOps on AWS - Transformation Day Public Sector London 2017Delivering DevOps on AWS - Transformation Day Public Sector London 2017
Delivering DevOps on AWS - Transformation Day Public Sector London 2017
 
DevOps with Chef
DevOps with ChefDevOps with Chef
DevOps with Chef
 
Delivering New Digital Experiences Fast - Introducing Choreo
Delivering New Digital Experiences Fast - Introducing ChoreoDelivering New Digital Experiences Fast - Introducing Choreo
Delivering New Digital Experiences Fast - Introducing Choreo
 
Engineering_Campus_Presentation_2022 (1)-compressed.pptx
Engineering_Campus_Presentation_2022 (1)-compressed.pptxEngineering_Campus_Presentation_2022 (1)-compressed.pptx
Engineering_Campus_Presentation_2022 (1)-compressed.pptx
 
Improve Developer Experience with Developer Portal
Improve Developer Experience with Developer PortalImprove Developer Experience with Developer Portal
Improve Developer Experience with Developer Portal
 
Latest dev ops trends in 2021 you should know
Latest dev ops trends in 2021 you should knowLatest dev ops trends in 2021 you should know
Latest dev ops trends in 2021 you should know
 
Apidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital One
Apidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital OneApidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital One
Apidays Paris 2023 - Building APIs At Scale, Ado Trakic, Capital One
 
DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...
DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...
DevOps For Everyone: Bringing DevOps Success to Every App and Every Role in y...
 
Security in Product Aligned IT
Security in Product Aligned ITSecurity in Product Aligned IT
Security in Product Aligned IT
 
Huit 2015 march town hall
Huit 2015 march town hallHuit 2015 march town hall
Huit 2015 march town hall
 
DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)
DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)
DevOps - The Key to Rapid Productization (Introduction to the 5C's of DevOps)
 

More from AgileNetwork

ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...
ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...
ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...AgileNetwork
 
ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...
ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...
ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...AgileNetwork
 
ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...
ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...
ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...AgileNetwork
 
ANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by Kunal
ANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by KunalANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by Kunal
ANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by KunalAgileNetwork
 
ANIn Kolkata April 2024 |Ethics of AI by Abhishek Nandy
ANIn Kolkata April 2024 |Ethics of AI by Abhishek NandyANIn Kolkata April 2024 |Ethics of AI by Abhishek Nandy
ANIn Kolkata April 2024 |Ethics of AI by Abhishek NandyAgileNetwork
 
ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...
ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...
ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...AgileNetwork
 
ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...
ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...
ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...AgileNetwork
 
ANIn Pune April 2024 |L&D Accelerating business growth by Mukta Nalke
ANIn Pune April 2024 |L&D Accelerating business growth by Mukta NalkeANIn Pune April 2024 |L&D Accelerating business growth by Mukta Nalke
ANIn Pune April 2024 |L&D Accelerating business growth by Mukta NalkeAgileNetwork
 
ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...
ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...
ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...AgileNetwork
 
ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...
ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...
ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...AgileNetwork
 
ANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna S
ANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna SANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna S
ANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna SAgileNetwork
 
ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...
ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...
ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...AgileNetwork
 
ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...
ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...
ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...AgileNetwork
 
ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...
ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...
ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...AgileNetwork
 
ANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh Mehta
ANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh MehtaANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh Mehta
ANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh MehtaAgileNetwork
 
ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...
ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...
ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...AgileNetwork
 
ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...
ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...
ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...AgileNetwork
 
ANIn Coimbatore May 2023 | Agile and Beyond by Nithya Sitharam
ANIn Coimbatore May 2023 | Agile and Beyond by Nithya SitharamANIn Coimbatore May 2023 | Agile and Beyond by Nithya Sitharam
ANIn Coimbatore May 2023 | Agile and Beyond by Nithya SitharamAgileNetwork
 
ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...
ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...
ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...AgileNetwork
 
ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...
ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...
ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...AgileNetwork
 

More from AgileNetwork (20)

ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...
ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...
ANIn Chennai April 2024 |Agile Engineering: Modernizing Legacy Systems by Ana...
 
ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...
ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...
ANIn Chennai April 2024 |Beyond Big Bang: Technical Agility in Vintage Produc...
 
ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...
ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...
ANIn Gurugram April 2024 |Agile Adaptation: Driving Progress in Generative AI...
 
ANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by Kunal
ANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by KunalANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by Kunal
ANIn Noida Oct 2023 |AI Usage in Agile Transformation Journey by Kunal
 
ANIn Kolkata April 2024 |Ethics of AI by Abhishek Nandy
ANIn Kolkata April 2024 |Ethics of AI by Abhishek NandyANIn Kolkata April 2024 |Ethics of AI by Abhishek Nandy
ANIn Kolkata April 2024 |Ethics of AI by Abhishek Nandy
 
ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...
ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...
ANIn Kolkata April 2024 | AI Enabled Reflection in Agile Delivery by Indranil...
 
ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...
ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...
ANIn Gurugram April 2024 |Can Agile and AI work together? by Pramodkumar Shri...
 
ANIn Pune April 2024 |L&D Accelerating business growth by Mukta Nalke
ANIn Pune April 2024 |L&D Accelerating business growth by Mukta NalkeANIn Pune April 2024 |L&D Accelerating business growth by Mukta Nalke
ANIn Pune April 2024 |L&D Accelerating business growth by Mukta Nalke
 
ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...
ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...
ANIn Pune April 2024 | Meeting Modern Learning Needs with Innovation by Ankit...
 
ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...
ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...
ANIn Ahmedabad April 2024 | Powering Big Wins with Small, Agile Teams by Yoge...
 
ANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna S
ANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna SANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna S
ANIn Coimbatore March 2024 | Unlocking Agility with Gen AI by Balaprasanna S
 
ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...
ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...
ANIn Coimbatore March 2024 | Agile & AI in Project Management by Dhilipkumar ...
 
ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...
ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...
ANIn Chennai March 2024 |Conversational AI for Agility in Healthcare by Shine...
 
ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...
ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...
ANIn Chennai March 2024 |Oxygenating AI ecosystem with Agility by Gowtham Bal...
 
ANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh Mehta
ANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh MehtaANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh Mehta
ANIn Ahmedabad March 2024 | The Power of Retrospection by Rakesh Mehta
 
ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...
ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...
ANIn Pune March 2024 | Customer Stratification for Business Growth by Manish ...
 
ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...
ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...
ANIn Coimbatore July 2023 | Business Agility in Data Science by Dr.Selvaraaju...
 
ANIn Coimbatore May 2023 | Agile and Beyond by Nithya Sitharam
ANIn Coimbatore May 2023 | Agile and Beyond by Nithya SitharamANIn Coimbatore May 2023 | Agile and Beyond by Nithya Sitharam
ANIn Coimbatore May 2023 | Agile and Beyond by Nithya Sitharam
 
ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...
ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...
ANIn Hyderabad Jun 2023 |Humanizing Agile Transformation Beyond Process and T...
 
ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...
ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...
ANIn Coimbatore Jul 2023 |The Importance of Business Agility in the Current L...
 

Recently uploaded

How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 

Recently uploaded (20)

How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 

Agile Mumbai 2023 | Modern DevOps Solution through Integrated Software Delivery Platform (ISDP) - Debajyoti Guha & Abhishek Dhingra

  • 1. Agile Mumbai 2023 : Premier Lean - Agile Conference Modern DevOps Solution through Integrated Software Delivery Platform (ISDP) Technology-driven Transformation with MLOps, DevOps, DevEx, DevSecOps and AI/ML November 2023 Click to add text Click to add text Agile Network India Conference
  • 2. Agile Mumbai 2023 : Premier Lean - Agile Conference Technology-driven Transformation with MLOps, DevOps, DevEx, DevSecOps and AI/ML Organizations are increasingly focusing on enhancing their speed of delivery by utilizing new tools, frameworks, and technologies. These transformations include MLOps, DevOps, DevEx, and DevSecOps. MLOps focuses on model deployment, monitoring, and scalability, revolutionizing industries. DevOps focuses on best practices, automation, and cultural shifts for agility and efficiency. DevEx strategies enhance the developer experience, while DevSecOps emphasizes robust security. We invite you to share your experience, perspectives and ideas around how this technology-driven transformation and innovation leads to real-world applications, success stories and what are the challenges and lessons learned from transformational journeys. Workshop Topic
  • 3. Agile Mumbai 2023 : Premier Lean - Agile Conference Debajyoti Guha Debajyoti is seasoned professional with 22+ years of IT experience. He worked up on IT Operation, Services Delivery, Enterprise Solutioning, System Integration and Managed Services. More than a decade, he is working with Global delivery to mature Cloud, PaaS & Container services, Middleware transformation. In TCS he is leading the solutions support in Digital Transformation with DevOps Automation and Hybrid Cloud. He has received multiple awards throughout his career for solutions excellence and customer centricity. Outside IT, Debajyoti spend time in gardening and reading books. He is enthusiast in Space science and learning Deep space communication technologies.
  • 4. Agile Mumbai 2023 : Premier Lean - Agile Conference Abhishek Dhingra Abhishek is having over 18 years of diversified experience across various technical domain of IT IS. He is practicing DevOps Automation, Chaos Engineering, Observability and Service Reliability practices. Worked across multiple Business domains including Banking, Telecom, Manufacturing etc. He works along with Center of Excellence team in TCS to enhance the maturity of DevOps adoption in the delivery projects. Abhishek is an AI/ML enthusiast and completed my executive 1 year PG program in Artificial Intelligence and Machine Learning. He valued direct and candid communication and speak his mind when necessary. If you're seeking practical guidance on DevOps, feel free to connect with me.
  • 5. Agile Mumbai 2023 : Premier Lean - Agile Conference Agenda ❖ Context: DevOps and Industry Reference ❖ Emerging Needs of Modern Application Delivery ❖ Overview of Integrated Software Delivery Platform (ISDP) ❖ Case Study ❖ Demonstration of ISDP Features and Functionalities (will be covered later) ❖ Q&A 30 mins 30 mins
  • 7. Agile Mumbai 2023 : Premier Lean - Agile Conference History of DevOps DevOps is the combination of cultural philosophies, practices, and tools that increases an organization's ability to deliver applications and services at high velocity: evolving and improving products at a faster pace than organizations using traditional software development and infrastructure management processes.
  • 8. Agile Mumbai 2023 : Premier Lean - Agile Conference Expectations from Modern Application Delivery platform Modern Application Delivery Platform is an integrated solution having capabilities of DevOps, DevEx, DevSecOps, MLOps and AI/ML which build code once and can deploy anywhere multiple times Integrated Platform
  • 9. Agile Mumbai 2023 : Premier Lean - Agile Conference The Role of DevOps in Transformation (Digital Transformation) ❖ Accelerate Software Delivery ❖ Exhibits Automation as Practices ❖ Enhance Collaboration and Communication Advanced Resource Management Data-Driven Customer Insights Enriched Customer Experience Better Operating Model Extensive Data Collection Higher ROI G O A L S ❖ Improve Scalability and Agility, without compromising Security ❖ Driving Continuous Improvement ❖ Self-Steer towards zero Technical Debt DevOps drives Benefits to Business Reference ; https://newrelic.com/devops/benefits-of-devops
  • 10. Agile Mumbai 2023 : Premier Lean - Agile Conference Typical challenges that Developers are facing • Discoverability • Ownership • Management • Collaboration (InnerSource ) • Friction or toil • Self-service, New service creation • Developer Onboarding • Feedback loop • Technical Documentation • Standard enforcement • Tracking Improvement initiatives • Environment Provisioning Software Engineering Catalogue of services Self-service flow Observability Policy ad Code Platform Engineering SDDC & Cloud Secured SDLC Developer time spent on toil 40% Of developers consider onboarding time too long 48% Of developers agree that: “Waiting on answers to my questions disrupts my workflow” 54%
  • 11. Agile Mumbai 2023 : Premier Lean - Agile Conference Key Trends of Modern DevOps ❖ Increasing AppDev Speed without compromising Security ❖ “improve software quality” and “tool consolidation” ❖ AI-assisted coding and security in Pipeline. ❖ Advancement of Security Practices – SBOM, SSCS ❖ More integration and more automation, with advanced developer’s tooling Unified DevOps platform Enterprise DevOps platform Integrated Software Delivery platform No matter the name, the DevOps adoption is moving Toolchain Engineering to Platform Engineering Leading to Single Product category for Continuous Integration (CI) and Continuous Delivery and Release Automation (CDRA) products and platform.
  • 12. Agile Mumbai 2023 : Premier Lean - Agile Conference DevOps Market and Emergence Forrester Wave: ISDP Emergence 2018+ Agile + DevOps realized must achieve Quality at Speed Automated Risk based Testing Value Stream Monitoring 2020+ CI + CDRA = ISDP End to end Automation Lowering DevOps Tax Self service 2023+ High priority: Tool consolidation Improve Software Quality AI-assisted coding, security $9.2B The Market for ISDP solution expected to grow to almost $9.2B by 2026 Driving Factors ⮚DevOps, ALM market are shifting from Toolchain centric to solid platform capabilities and overall strategy ⮚Enterprise-scale deployment automation, release readiness, and value stream management (VSM) analytics ⮚Enhanced supply chain security need granular security and compliance controls, and pipeline security with enhanced UI ⮚Differentiate with Innovation for achieving operational excellence * Integrated Software Delivery Platform (ISDP) *Continuous Deployment, Release Automation (CDRA)
  • 13. Agile Mumbai 2023 : Premier Lean - Agile Conference Reference of SDLC (Previous Decade) Product Owner adds requirements into Backlog Development Starts Direct run on the Sandbox Manual merge in case of multi- person Story As part of Story Grooming, requirements get clarified Developer team puts the code in QA Env Manual testing takes place in QA area Security test happens once in a quarter Once verified, code goes to UAT PO tests the tickets in UAT env in most of the cases Mail approval for Prod deployment Developer moves the code to Prod Current Code development, testing & promotion workflow with SCM leverage
  • 14. Agile Mumbai 2023 : Premier Lean - Agile Conference Modern Software Engineering Practices Modern DevOps Platform deliver Capabilities – DevOps, DevSecOps, DataOps, MLOps, XOps, AIOps, SRE
  • 15. Agile Mumbai 2023 : Premier Lean - Agile Conference DevOps 7 C’s Summary 1 1 2 4 2 3 3 3 1 5 6 7
  • 16. Agile Mumbai 2023 : Premier Lean - Agile Conference The Guiding Factors for DevOps Transformation Velocity • Time-To-Market • Developer Velocity & Onboarding • Cloud & Microservices Migration • New App/Service Going Live Governance Efficiency • Standardized Deployments • Security, Auditing & Compliance • Role-based Access Control • Downtime & Incidents • Defects & Regressions • Performance • Security • Script/Plugin Maintenance • Developer Productivity • Developer Experience (DX) • DevOps TOIL • Cloud Cost Optimization • Services Reliability Quality Modern Developer Experience AI and ML Everywhere Automated Governance and Guardrails Modular, Flexible, and Open Developers can deploy daily on- demand Increase developer velocity by XX times in Y months, and Z% reduction in change failure rates – all with DevOps governance in place. Reduction in rollback time – from X hours to Y minutes XX% improvement in deployment times, Should be able to generate YY new pipelines in less than a minute. 1 2 3 5 4 1000+ lines of scripting code, to reduce few lines of declarative code, reduce all the pain of making changes to delivery process Building value, not Fighting toolchains Key Asks
  • 18. Agile Mumbai 2023 : Premier Lean - Agile Conference Modern DevOps Integrate Cutting Edge Practices • A set of practices to Improve the way teams deliver high-quality customer experiences. • Maintaining Value Stream as well as Software at scale, using Single Platform Value Stream Management DevSecOps Service Reliability Platform Engineering O1 O3 O4 O2 • Build upon DevOps practices and framework. • Integrate Security initiatives at every stage of DevOps (CI/CD) pipelines • Setting up DX, SBOM & SCSA • Deliver Application software Secured and Faster • An engineering approach to continuously improve systems and services for improved end- user experience. • Continous Reliability testing • Maximum adherence to SRE KPIs • Software Eng. practices to build and manage Platform as Product • Build self-service capabilities using Infrastructure as Code (IaC) • Deliver the operational necessities of the entire lifecycle of an application Build Strong Platform Foundation, Augment with Best of Breed Tools for Value Stream Management , DevOps & DevSecOps, Platform Engineering, Service Reliability Engineering Design and delivery of a Platform that provides integration of Out-of-the-box Automation tools for each phase of software delivery; and offer APIs to enable extensibility or swapping of vendor tools for third-party alternatives * Software Supply Chain Security Assurance(SCSA) *Software Bill of Materials(SBOM)
  • 19. Agile Mumbai 2023 : Premier Lean - Agile Conference Modern DevOps Platform • Modern DevOps Platforms provide a Strong Platform Foundation but Still Need Best-Of-Breed Tools. ❖ Offer a strong core of CI/CD capabilities ❖ Provide connected platforms that best-of-breed tools can augment. ❖ Extensibility via APIs or plug-ins. ❖ Shift from DevOps to DevSecOps. ❖ Enterprises have started shifting to platform teams to support their DevOps efforts. • A survey from Analyst, says that Enterprise customers do not use more than 50% of the platform/product capabilities they are paying for. • Each Enterprise has near about 50% capabilities delivered from one or two products. • DevOps Product vendors are not only competing on the Core CI/CD but also competing with the best-of-breeds Tools, which is why the bar has risen so high for this evaluation. • Modern DevOps Platforms provide a supports build and deployment automation for General-purpose programming languages and platforms. Also support business platform such as Salesforce or SAP.
  • 20. Agile Mumbai 2023 : Premier Lean - Agile Conference Modern DevOps Platform Reference Model Secrets, Auditing & Compliance Automated Rollbacks Environment Variables & Pipeline Management Code Artifact End User Fully Integrated Governance, Dashboarding, Reporting, AI Workloads Enterprise-Ready GitOps Modern Application Workloads Cloud-Native Apps Traditional Apps Mobile Apps Database Schemas Embedded Systems (IoT) Big Data Pipelines ML Models Packaged SaaS Apps GitOps Continuous Delivery & Continous Operation Continuous Integration Configuration as Code Build & Test Security Test Orchestration Release Automation Features Flag Chaos Experiments Continuous Delivery Continuous Verification Service Reliability The connected platform having best of breed tools and capabilities will enhance DX (Developers’ Experience) Zero Downtime
  • 21. Agile Mumbai 2023 : Premier Lean - Agile Conference Key Services DevOps# • Design and deployment • Platform and Tools strategy • Pipeline (CI, CD & IaC) development • DevSecOps Transformation • Development of SOPs • Transition and Transformation Runbooks Value Stream Management • Define Value stream process and metrics in VSM • Implementation of Value stream analytics • VSM Tools Advisory • Integration with Tools, and Accelerators Service Reliability • Assessment and Consulting on Operationalization of SRE Framework, Processes and Tools • SRE Processes Deployment of Roadmap • Implement SRE Processes & Tools Platform Engineering • Design & Deployment of Self Services (IDP & Backstage) • Setting up developer platforms and software engineering practices • Continuous Test Automation Modern DevOps platforms (also called as Integrated Software Delivery Platform) are emerging as a simpler alternative to DevOps toolchains. ISDP will help DevOps team to adapt and respond to changing business environments by building a culture of rapid innovation, short product cycles, continual improvement and security. Modern DevOps Platform # DevOps services include DevSecOps and Infrastructure as Code
  • 22. Agile Mumbai 2023 : Premier Lean - Agile Conference Demo
  • 23. Agile Mumbai 2023 : Premier Lean - Agile Conference Build & Test Deploy Changes Manage Business Impact Product View Optimize Processes + + + + + + + Metric LowPerforming Medium Performing High Performing Deployment Frequency Weekly to Monthly Weekly to Monthly On-Demand Lead Time For Changes 1 week to 1 month 1 week to 1 month < 1 hour MTTR 1 day to 1 week < 1 day < 1 hour Change Failure Rate 31–45% 30–16% 0–15% Agile DevOps Automation Governance and Efficiency Continuous Reliability + VELOCITY QUALITY RELIABILITY OPTIMIZATION EFFICIENCY SECURITY
  • 24. Agile Mumbai 2023 : Premier Lean - Agile Conference Digital Transformation of UK based Telcom Provider ▪ 70% Reduction in Deployment window ▪ 100% Transparent security checks ▪ Protection from global vulnerabilities ▪ 40% Increase in Project delivery frequency rate ▪ >98% Customer Satisfaction ▪ 40% Accelerated Delivery ▪ 30% OPEX Reduction ▪ 100% Automated reporting Engagement Realized Benefits ▪ Existing enterprise platform wasn't a robust and integrated solution covering various aspects of CI/CD process. ▪ Multiple Manual Touch points ▪ Automation in pockets but not integrated into pipeline ▪ LOC Limitation for multiple scans ▪ Restricting code level visibility ▪ Integration with Legacy applications ▪ Lack of standardized reporting ▪ Dependency on security teams for monthly reports The Business Scenario ▪ Alignment with Telco’s vision of strategic cloud services ▪ A one stop solution is developed with common DevOps toolset ▪ Standardized source control ▪ Role-based Access Management ▪ Automated build, pre-deployment, deployment, post deployment, technical sanity & Rollback ▪ Automated Quality Gates & Regression testing ▪ Advanced deployment strategies (B/G, Canary) Award winning DevSecOps implementation resulting in accelerated delivery, reduction in deployment window and improved customer satisfaction, as part Digital Transformation of Telecom Code services
  • 25. Agile Mumbai 2023 : Premier Lean - Agile Conference DevSecOps Framework
  • 26. Agile Mumbai 2023 : Premier Lean - Agile Conference Measurable Benefits 30% OPEX Reduction Transparent security checks Faster time to the market Protection from global vulnerabilities CI/CD Pipeline Analytics Value Stream Monitoring 40% Increase in Project delivery frequency rate 40% Accelerated Delivery 100% Automated reporting >98% Customer Satisfaction 70% Reduction in Deployment window