SlideShare une entreprise Scribd logo
1  sur  50
Télécharger pour lire hors ligne
Technical Capabilities
as enabler
for Agile and DevOps
wemanity
@nelisboucke 

@matteo_pierro
The hard truths about transformations!
85% of transformations fail
source: https://www.thedrum.com/news/2018/12/04/digital-transformation-takes-around-four-years-and-85-them-fail-says-ibm
IBM study
IDG research
source: https://www.insightcdct.com/Transform
Why?
Goal of the transformation is not well understood
Agile Transformation
Push a new Process
(Framework)
DevOps
Transformation
Push new Tools
Goal != transform for transformation
4 to 5 years of
Agile Transformation
Organisation
Performance
DevOps
Transformation
Goal = better business outcome
• Profitability

• Productivity

• Expand market share
?
Agile Transformation
Organisation
Performance
DevOps
Transformation
Achieve better business outcome
Inspect & Adapt
Wait…..We already do it, right?
• No real potentially shippable product!

• Full of bugs

• Long testing activities

• Release orchestration

• Adding feature goes slower and slower
You need the (tech) capabilities to do so!
Facts please!
What did they discover?
• 4 software delivery metrics are correlated with organisational
performance
• Companies scoring well on the metrics share 24 capabilities
Business

Outcome
Metrics
Capabilities Metrics
Software Delivery Metrics
Business

Outcome
Metrics
Typical used metrics
Flaws of the typical used metrics
• Most focus on local productivity.

• Are they linked with the organisation performance?

• Focus on output rather then outcome

• Focus on local measures rather than organisation objectives
Better Metrics
•Lead Time

•Deployment Frequency

•Mean Time To Recover (MTTR)

•Change Failure Rate
Lead Time
Lead Time
CVS
Push
Lead Time
Build
CVS
Push
Lead Time
Build Deploy
CVS
Push
Lead Time
Lead Time
Build Deploy
CVS
Push
Deploy frequency
Deploy
Timeline of 4 days
Deploy frequency
Deploy
3 deploys/day
Deploy frequency
Deploy
3 deploys/day
Deploy frequency
Deploy
more than 2 deploys/day
Deploy frequency
Deploy
2 deploys/day
Change Failure Rate
Change Failure Rate
CVS
Push
Change Failure Rate
Build
CVS
Push
Change Failure Rate
Build
CVS
Push
Deploy
Change Failure Rate
Build
CVS
Push
Deploy
WTF?!?!
Mean Time To Recover (MTTR)
Build
CVS
Push
Defect!
Deploy
WTF?!?!
Mean Time To Recover (MTTR)
Build
CVS
Fix
Defect!
Deploy
WTF?!?!
Mean Time To Recover (MTTR)
Build
CVS
Fix
Defect!
Deploy
WTF?!?!
Mean Time To Recover (MTTR)
Build
CVS
Fix
Defect!
Deploy
WTF?!?!
Mean Time To Recover (MTTR)
Build
CVS
Fix
Defect!
Deploy
It’s Amazing
Benchmark
High Performers Medium Performers Low Performers
Lead Time Less than one hour
Between one week and
one month
Several months
Deployment Frequency
On Demand

(Multiple deploys per
day)
Between once per week
and once per month
Between once per
month and once per
quarter
MTTR Less than one hour
Less than one 

day
Between one day and
one week
Change Failure Rate 0 - 15% 0 - 15% 31 - 45%
“High performers are twice as likely to exceed organisational performance
goals as low performers”
How capabilities impact Metrics?
Capabilities Metrics
24 Capabilities
Capabilities
Transformational

Leadership
Lean Product

Development
Lean

Management
Technical

Capabilities
Business

Outcome
Metrics
Technical capabilities
• Test Automation

• Test Data Management
Testing
• Versioning

• Trunk-Based Development

• Continuous Integration
CI
• Shift Left On Security

• Deployment Automation
Deployment
• Monitoring

• Proactive notifications
Feedback
• Empowered Teams

• Loosely Coupled
Architecture
Architectural
Testing Capabilities
• Reliable and Fast test suite

• tests pass —> we can release

• failures —> pinpoint to real problems

• Acceptance tests by Developers
• No separated QA or outsourcing

• Test Data for Automated Tests
Deploy Frequency
Lead Time
• Loosely coupled architecture 

• teams can test and deploy
independently

• enables scaling

• Architect for Empowered Teams

• Teams choose their own dev tools!
Architectural Capabilities
Deploy Frequency
MTTR
CI Capabilities
• Version Control everything!

• e.g. system configuration, application
configuration, scripts for build and configuration

• Trunk based development

• never have “code freeze” or stabilisation periods.

• Continuous integration

• Change triggers a build process and tests 

• On failure, teams do fix immediately.
Deploy Frequency
Lead Time
Deployment Capabilities
• Shifting left on security

• security not as a downstream phase 

• in process with software delivery

• no separated security teams
• Deployment automation

• deployments are fully automated 

• no manual intervention

• Make release a non event
Deploy Frequency
MTTR
Feedback Capabilities
• Proactive Notification

• Monitor system health, using threshold
and rate-of-change warnings, to enable
teams to preemptively detect and
mitigate problems.

• Monitoring:

• telemetry across application and
infrastructure to inform business
decisions.
MTTR
Lead Time
24 Capabilities
Capabilities
Transformational

Leadership
Lean Product

Development
Lean

Management
Technical

Capabilities
Business

Outcome
Metrics
Our path towards
Technical Capabilities
First improve yourself …
Depth-firstTeam
Embedded (Stake)
Volunteering
Empathy
Focus on their problems
Important problem
First improve yourself …
Architectural MonitoringDeploymentTesting CI
Team
Metrics?
… and others will follow
Team
Management
QASecurity team
Release mngt
Infrastructure
Metrics!
Conclusion
•Have a clear goal that improves the business outcome

•Key for a transformation = build technical capabilities!

•not Process and Tools

•Focussing on improving the software delivery metrics
Who are we?
Nelis Boucké Matteo Pierro
@nelisboucke 



@matteo_pierro
Additional Material

Contenu connexe

Tendances

The Challenges & Pitfalls of Database Continuous Delivery
The Challenges & Pitfalls of Database Continuous DeliveryThe Challenges & Pitfalls of Database Continuous Delivery
The Challenges & Pitfalls of Database Continuous DeliveryPerforce
 
The Journey to DevOps #MFSummit2017
The Journey to DevOps #MFSummit2017The Journey to DevOps #MFSummit2017
The Journey to DevOps #MFSummit2017Micro Focus
 
Spark 2013 Presentation of making the enterprise agile
Spark 2013 Presentation of making the enterprise agileSpark 2013 Presentation of making the enterprise agile
Spark 2013 Presentation of making the enterprise agilegbgruver
 
From Continuous Integration to Continuous Delivery and DevOps
From Continuous Integration to Continuous Delivery and DevOpsFrom Continuous Integration to Continuous Delivery and DevOps
From Continuous Integration to Continuous Delivery and DevOpsLuca Minudel
 
Devops online training ppt
Devops online training pptDevops online training ppt
Devops online training pptKhalidQureshi31
 
Evolve or Die: Healthcare IT Testing | QASymphony Webinar
Evolve or Die: Healthcare IT Testing | QASymphony WebinarEvolve or Die: Healthcare IT Testing | QASymphony Webinar
Evolve or Die: Healthcare IT Testing | QASymphony WebinarQASymphony
 
Continuous testing webinar 041017 slideshare
Continuous testing webinar 041017 slideshareContinuous testing webinar 041017 slideshare
Continuous testing webinar 041017 slideshareQualiQuali
 
The Business Case for DevOps - Justifying the Journey
The Business Case for DevOps - Justifying the JourneyThe Business Case for DevOps - Justifying the Journey
The Business Case for DevOps - Justifying the JourneyXebiaLabs
 
Continuous Integration Is for Everyone—Especially DevOps
Continuous Integration Is for Everyone—Especially DevOpsContinuous Integration Is for Everyone—Especially DevOps
Continuous Integration Is for Everyone—Especially DevOpsTechWell
 
Dev ops continuousdeliveryforcloudproduct
Dev ops continuousdeliveryforcloudproductDev ops continuousdeliveryforcloudproduct
Dev ops continuousdeliveryforcloudproductGopinath Ramachandran
 
The Next Wave of Reliability Engineering
The Next Wave of Reliability EngineeringThe Next Wave of Reliability Engineering
The Next Wave of Reliability EngineeringMichael Kehoe
 
DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017
DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017
DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017AgileNZ Conference
 
Cloud bees and forester open source is not enough
Cloud bees and forester open source is not enough  Cloud bees and forester open source is not enough
Cloud bees and forester open source is not enough Jules Pierre-Louis
 
Diving into the World of Test Automation The Approach and the Technologies
Diving into the World of Test Automation The Approach and the TechnologiesDiving into the World of Test Automation The Approach and the Technologies
Diving into the World of Test Automation The Approach and the TechnologiesQASymphony
 
The Evolution of Test Automation for DevOps
The Evolution of Test Automation for DevOpsThe Evolution of Test Automation for DevOps
The Evolution of Test Automation for DevOpsTEST Huddle
 
Devops Scorecard
Devops ScorecardDevops Scorecard
Devops ScorecardJez Humble
 
Panel Discussion Continuous Deployment in SaaS
Panel Discussion Continuous Deployment in SaaSPanel Discussion Continuous Deployment in SaaS
Panel Discussion Continuous Deployment in SaaSJonas Cheng
 
Continuous delivery its not about the technology, its about the people. @sats...
Continuous delivery its not about the technology, its about the people. @sats...Continuous delivery its not about the technology, its about the people. @sats...
Continuous delivery its not about the technology, its about the people. @sats...Tomas Riha
 
The Cloud: Releasing Software into Controlled Chaos
The Cloud: Releasing Software into Controlled ChaosThe Cloud: Releasing Software into Controlled Chaos
The Cloud: Releasing Software into Controlled ChaosSalesforce Engineering
 

Tendances (20)

The Challenges & Pitfalls of Database Continuous Delivery
The Challenges & Pitfalls of Database Continuous DeliveryThe Challenges & Pitfalls of Database Continuous Delivery
The Challenges & Pitfalls of Database Continuous Delivery
 
The Journey to DevOps #MFSummit2017
The Journey to DevOps #MFSummit2017The Journey to DevOps #MFSummit2017
The Journey to DevOps #MFSummit2017
 
Spark 2013 Presentation of making the enterprise agile
Spark 2013 Presentation of making the enterprise agileSpark 2013 Presentation of making the enterprise agile
Spark 2013 Presentation of making the enterprise agile
 
From Continuous Integration to Continuous Delivery and DevOps
From Continuous Integration to Continuous Delivery and DevOpsFrom Continuous Integration to Continuous Delivery and DevOps
From Continuous Integration to Continuous Delivery and DevOps
 
Devops online training ppt
Devops online training pptDevops online training ppt
Devops online training ppt
 
Evolve or Die: Healthcare IT Testing | QASymphony Webinar
Evolve or Die: Healthcare IT Testing | QASymphony WebinarEvolve or Die: Healthcare IT Testing | QASymphony Webinar
Evolve or Die: Healthcare IT Testing | QASymphony Webinar
 
Continuous testing webinar 041017 slideshare
Continuous testing webinar 041017 slideshareContinuous testing webinar 041017 slideshare
Continuous testing webinar 041017 slideshare
 
The Business Case for DevOps - Justifying the Journey
The Business Case for DevOps - Justifying the JourneyThe Business Case for DevOps - Justifying the Journey
The Business Case for DevOps - Justifying the Journey
 
Continuous Integration Is for Everyone—Especially DevOps
Continuous Integration Is for Everyone—Especially DevOpsContinuous Integration Is for Everyone—Especially DevOps
Continuous Integration Is for Everyone—Especially DevOps
 
Dev ops continuousdeliveryforcloudproduct
Dev ops continuousdeliveryforcloudproductDev ops continuousdeliveryforcloudproduct
Dev ops continuousdeliveryforcloudproduct
 
The Next Wave of Reliability Engineering
The Next Wave of Reliability EngineeringThe Next Wave of Reliability Engineering
The Next Wave of Reliability Engineering
 
DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017
DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017
DevSec Delight with Compliance as Code - Matt Ray - AgileNZ 2017
 
Cloud bees and forester open source is not enough
Cloud bees and forester open source is not enough  Cloud bees and forester open source is not enough
Cloud bees and forester open source is not enough
 
Introduction to devops
Introduction to devopsIntroduction to devops
Introduction to devops
 
Diving into the World of Test Automation The Approach and the Technologies
Diving into the World of Test Automation The Approach and the TechnologiesDiving into the World of Test Automation The Approach and the Technologies
Diving into the World of Test Automation The Approach and the Technologies
 
The Evolution of Test Automation for DevOps
The Evolution of Test Automation for DevOpsThe Evolution of Test Automation for DevOps
The Evolution of Test Automation for DevOps
 
Devops Scorecard
Devops ScorecardDevops Scorecard
Devops Scorecard
 
Panel Discussion Continuous Deployment in SaaS
Panel Discussion Continuous Deployment in SaaSPanel Discussion Continuous Deployment in SaaS
Panel Discussion Continuous Deployment in SaaS
 
Continuous delivery its not about the technology, its about the people. @sats...
Continuous delivery its not about the technology, its about the people. @sats...Continuous delivery its not about the technology, its about the people. @sats...
Continuous delivery its not about the technology, its about the people. @sats...
 
The Cloud: Releasing Software into Controlled Chaos
The Cloud: Releasing Software into Controlled ChaosThe Cloud: Releasing Software into Controlled Chaos
The Cloud: Releasing Software into Controlled Chaos
 

Similaire à Technical Capabilities as enabler for Agile and DevOps

Puppet Labs EMC DevOps Day NYC Aug-2015
Puppet Labs  EMC DevOps Day NYC Aug-2015Puppet Labs  EMC DevOps Day NYC Aug-2015
Puppet Labs EMC DevOps Day NYC Aug-2015Bob Sokol
 
How to Build High-Performing IT Teams - Including New Data on IT Performance ...
How to Build High-Performing IT Teams - Including New Data on IT Performance ...How to Build High-Performing IT Teams - Including New Data on IT Performance ...
How to Build High-Performing IT Teams - Including New Data on IT Performance ...Puppet
 
DevOps CD and Multispeed IT in regulated industries (FUG Presentation)
DevOps CD and Multispeed IT in regulated industries (FUG Presentation)DevOps CD and Multispeed IT in regulated industries (FUG Presentation)
DevOps CD and Multispeed IT in regulated industries (FUG Presentation)Serena Software
 
DevSecCon KeyNote London 2015
DevSecCon KeyNote London 2015DevSecCon KeyNote London 2015
DevSecCon KeyNote London 2015Shannon Lietz
 
ISACA Ireland Keynote 2015
ISACA Ireland Keynote 2015ISACA Ireland Keynote 2015
ISACA Ireland Keynote 2015Shannon Lietz
 
Agile & DevOps - It's all about project success
Agile & DevOps - It's all about project successAgile & DevOps - It's all about project success
Agile & DevOps - It's all about project successAdam Stephensen
 
An evening with... DevOps
An evening with... DevOpsAn evening with... DevOps
An evening with... DevOpsArkhotech
 
DevOps Roadshow - removing barriers between development and operations
DevOps Roadshow - removing barriers between development and operationsDevOps Roadshow - removing barriers between development and operations
DevOps Roadshow - removing barriers between development and operationsMicrosoft Developer Norway
 
DevOps Roadtrip Final Speaking Deck
DevOps Roadtrip Final Speaking Deck DevOps Roadtrip Final Speaking Deck
DevOps Roadtrip Final Speaking Deck VictorOps
 
Critical Capabilities to Shifting Left the Right Way
Critical Capabilities to Shifting Left the Right WayCritical Capabilities to Shifting Left the Right Way
Critical Capabilities to Shifting Left the Right WaySmartBear
 
Capabilities as enabler for agility and dev ops OWD
Capabilities as enabler for  agility and dev ops OWDCapabilities as enabler for  agility and dev ops OWD
Capabilities as enabler for agility and dev ops OWDMatteo Pierro
 
Getting started with Site Reliability Engineering (SRE)
Getting started with Site Reliability Engineering (SRE)Getting started with Site Reliability Engineering (SRE)
Getting started with Site Reliability Engineering (SRE)Abeer R
 
No Devops Without Continuous Testing
No Devops Without Continuous TestingNo Devops Without Continuous Testing
No Devops Without Continuous TestingParasoft
 
Introduction to 5w’s of DevOps
Introduction to 5w’s of DevOpsIntroduction to 5w’s of DevOps
Introduction to 5w’s of DevOpsCygnet Infotech
 
DevOps Transformation - Another View
DevOps Transformation - Another ViewDevOps Transformation - Another View
DevOps Transformation - Another ViewAgron Fazliu
 
SplunkLive! London 2016 Splunk for Devops
SplunkLive! London 2016 Splunk for DevopsSplunkLive! London 2016 Splunk for Devops
SplunkLive! London 2016 Splunk for DevopsSplunk
 
Continuous Delivery: why ? where to start ? how to scale ?
Continuous Delivery: why ? where to start ? how to scale ?Continuous Delivery: why ? where to start ? how to scale ?
Continuous Delivery: why ? where to start ? how to scale ?Jean-Philippe Briend
 

Similaire à Technical Capabilities as enabler for Agile and DevOps (20)

Puppet Labs EMC DevOps Day NYC Aug-2015
Puppet Labs  EMC DevOps Day NYC Aug-2015Puppet Labs  EMC DevOps Day NYC Aug-2015
Puppet Labs EMC DevOps Day NYC Aug-2015
 
How to Build High-Performing IT Teams - Including New Data on IT Performance ...
How to Build High-Performing IT Teams - Including New Data on IT Performance ...How to Build High-Performing IT Teams - Including New Data on IT Performance ...
How to Build High-Performing IT Teams - Including New Data on IT Performance ...
 
DevOps CD and Multispeed IT in regulated industries (FUG Presentation)
DevOps CD and Multispeed IT in regulated industries (FUG Presentation)DevOps CD and Multispeed IT in regulated industries (FUG Presentation)
DevOps CD and Multispeed IT in regulated industries (FUG Presentation)
 
DevSecCon KeyNote London 2015
DevSecCon KeyNote London 2015DevSecCon KeyNote London 2015
DevSecCon KeyNote London 2015
 
DevSecCon Keynote
DevSecCon KeynoteDevSecCon Keynote
DevSecCon Keynote
 
ISACA Ireland Keynote 2015
ISACA Ireland Keynote 2015ISACA Ireland Keynote 2015
ISACA Ireland Keynote 2015
 
Agile & DevOps - It's all about project success
Agile & DevOps - It's all about project successAgile & DevOps - It's all about project success
Agile & DevOps - It's all about project success
 
An evening with... DevOps
An evening with... DevOpsAn evening with... DevOps
An evening with... DevOps
 
DevOps Roadshow - removing barriers between development and operations
DevOps Roadshow - removing barriers between development and operationsDevOps Roadshow - removing barriers between development and operations
DevOps Roadshow - removing barriers between development and operations
 
DevOps Roadtrip Final Speaking Deck
DevOps Roadtrip Final Speaking Deck DevOps Roadtrip Final Speaking Deck
DevOps Roadtrip Final Speaking Deck
 
Critical Capabilities to Shifting Left the Right Way
Critical Capabilities to Shifting Left the Right WayCritical Capabilities to Shifting Left the Right Way
Critical Capabilities to Shifting Left the Right Way
 
Capabilities as enabler for agility and dev ops OWD
Capabilities as enabler for  agility and dev ops OWDCapabilities as enabler for  agility and dev ops OWD
Capabilities as enabler for agility and dev ops OWD
 
Devops Mindset Essentials
Devops Mindset EssentialsDevops Mindset Essentials
Devops Mindset Essentials
 
Getting started with Site Reliability Engineering (SRE)
Getting started with Site Reliability Engineering (SRE)Getting started with Site Reliability Engineering (SRE)
Getting started with Site Reliability Engineering (SRE)
 
No Devops Without Continuous Testing
No Devops Without Continuous TestingNo Devops Without Continuous Testing
No Devops Without Continuous Testing
 
Introduction to 5w’s of DevOps
Introduction to 5w’s of DevOpsIntroduction to 5w’s of DevOps
Introduction to 5w’s of DevOps
 
Devops
DevopsDevops
Devops
 
DevOps Transformation - Another View
DevOps Transformation - Another ViewDevOps Transformation - Another View
DevOps Transformation - Another View
 
SplunkLive! London 2016 Splunk for Devops
SplunkLive! London 2016 Splunk for DevopsSplunkLive! London 2016 Splunk for Devops
SplunkLive! London 2016 Splunk for Devops
 
Continuous Delivery: why ? where to start ? how to scale ?
Continuous Delivery: why ? where to start ? how to scale ?Continuous Delivery: why ? where to start ? how to scale ?
Continuous Delivery: why ? where to start ? how to scale ?
 

Dernier

ManageIQ - Sprint 236 Review - Slide Deck
ManageIQ - Sprint 236 Review - Slide DeckManageIQ - Sprint 236 Review - Slide Deck
ManageIQ - Sprint 236 Review - Slide DeckManageIQ
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...panagenda
 
10 Trends Likely to Shape Enterprise Technology in 2024
10 Trends Likely to Shape Enterprise Technology in 202410 Trends Likely to Shape Enterprise Technology in 2024
10 Trends Likely to Shape Enterprise Technology in 2024Mind IT Systems
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsJhone kinadey
 
BUS PASS MANGEMENT SYSTEM USING PHP.pptx
BUS PASS MANGEMENT SYSTEM USING PHP.pptxBUS PASS MANGEMENT SYSTEM USING PHP.pptx
BUS PASS MANGEMENT SYSTEM USING PHP.pptxalwaysnagaraju26
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxComplianceQuest1
 
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesAI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesVictorSzoltysek
 
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdfintroduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdfVishalKumarJha10
 
The title is not connected to what is inside
The title is not connected to what is insideThe title is not connected to what is inside
The title is not connected to what is insideshinachiaurasa2
 
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...SelfMade bd
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrandmasabamasaba
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVshikhaohhpro
 
Pharm-D Biostatistics and Research methodology
Pharm-D Biostatistics and Research methodologyPharm-D Biostatistics and Research methodology
Pharm-D Biostatistics and Research methodologyAnusha Are
 
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisamasabamasaba
 
LEVEL 5 - SESSION 1 2023 (1).pptx - PDF 123456
LEVEL 5   - SESSION 1 2023 (1).pptx - PDF 123456LEVEL 5   - SESSION 1 2023 (1).pptx - PDF 123456
LEVEL 5 - SESSION 1 2023 (1).pptx - PDF 123456KiaraTiradoMicha
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
AI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplateAI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplatePresentation.STUDIO
 
Azure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdf
Azure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdfAzure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdf
Azure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdfryanfarris8
 
The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...
The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...
The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...kalichargn70th171
 

Dernier (20)

ManageIQ - Sprint 236 Review - Slide Deck
ManageIQ - Sprint 236 Review - Slide DeckManageIQ - Sprint 236 Review - Slide Deck
ManageIQ - Sprint 236 Review - Slide Deck
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
 
10 Trends Likely to Shape Enterprise Technology in 2024
10 Trends Likely to Shape Enterprise Technology in 202410 Trends Likely to Shape Enterprise Technology in 2024
10 Trends Likely to Shape Enterprise Technology in 2024
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial Goals
 
BUS PASS MANGEMENT SYSTEM USING PHP.pptx
BUS PASS MANGEMENT SYSTEM USING PHP.pptxBUS PASS MANGEMENT SYSTEM USING PHP.pptx
BUS PASS MANGEMENT SYSTEM USING PHP.pptx
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docx
 
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesAI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
 
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdfintroduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
introduction-to-automotive Andoid os-csimmonds-ndctechtown-2021.pdf
 
The title is not connected to what is inside
The title is not connected to what is insideThe title is not connected to what is inside
The title is not connected to what is inside
 
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
Crypto Cloud Review - How To Earn Up To $500 Per DAY Of Bitcoin 100% On AutoP...
 
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTV
 
Pharm-D Biostatistics and Research methodology
Pharm-D Biostatistics and Research methodologyPharm-D Biostatistics and Research methodology
Pharm-D Biostatistics and Research methodology
 
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa%in tembisa+277-882-255-28 abortion pills for sale in tembisa
%in tembisa+277-882-255-28 abortion pills for sale in tembisa
 
LEVEL 5 - SESSION 1 2023 (1).pptx - PDF 123456
LEVEL 5   - SESSION 1 2023 (1).pptx - PDF 123456LEVEL 5   - SESSION 1 2023 (1).pptx - PDF 123456
LEVEL 5 - SESSION 1 2023 (1).pptx - PDF 123456
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
AI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplateAI & Machine Learning Presentation Template
AI & Machine Learning Presentation Template
 
Azure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdf
Azure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdfAzure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdf
Azure_Native_Qumulo_High_Performance_Compute_Benchmarks.pdf
 
The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...
The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...
The Guide to Integrating Generative AI into Unified Continuous Testing Platfo...
 

Technical Capabilities as enabler for Agile and DevOps