SlideShare ist ein Scribd-Unternehmen logo
1 von 107
DevOps Management:
   Herding Cats at

                     Michael Rembetsy
       Director, Operations Engineering
                          @mrembetsy
What is Etsy?
  “Etsy is the marketplace we make together. We enable
people anywhere to easily build and directly exchange with
              independent, creative businesses”
The Numbers!
The Numbers!
• 15 million members
The Numbers!
• 15 million members
• 875,000 active sellers
The Numbers!
• 15 million members
• 875,000 active sellers
• Sellers in over 150 countries
The Numbers!
• 15 million members
• 875,000 active sellers
• Sellers in over 150 countries
• 2011 sellers grossed 525 million in sales
The Numbers!
• 15 million members
• 875,000 active sellers
• Sellers in over 150 countries
• 2011 sellers grossed 525 million in sales
• 1.4 billion page views a month and growing
Who am I?
Who am I?
• Responsible for day to day collaboration
  and operations (datacenter / corporate)
Who am I?
• Responsible for day to day collaboration
  and operations (datacenter / corporate)
• I am a mentor
Who am I?
• Responsible for day to day collaboration
  and operations (datacenter / corporate)
• I am a mentor
• I enable
Who am I?
• Responsible for day to day collaboration
  and operations (datacenter / corporate)
• I am a mentor
• I enable
• Remove barriers and encourage shipping
Culture
The old Culture didn’t
    work at Etsy
So what is the new way?
Starts with Hiring
Starts with Hiring
• Manager != smartest person on the team,
  hire smart people
Starts with Hiring
• Manager != smartest person on the team,
  hire smart people
• You need to be more than just a
  technologist
Starts with Hiring
• Manager != smartest person on the team,
  hire smart people
• You need to be more than just a
  technologist
• Experiences count for managers and team
  members
Required
Principles for a DevOps
       Managers
Principles for a DevOps
         Managers
• Accept failures not lower standards
Principles for a DevOps
         Managers
• Accept failures not lower standards
• Доверяй, но проверяй
Principles for a DevOps
         Managers
• Accept failures not lower standards
• Доверяй, но проверяй
• Celebrate success and failures (blameless
  post mortems)
Principles for a DevOps
         Managers
• Accept failures not lower standards
• Доверяй, но проверяй
• Celebrate success and failures (blameless
  post mortems)
• Be open minded
Principles for a DevOps
         Managers
• Accept failures not lower standards
• Доверяй, но проверяй
• Celebrate success and failures (blameless
  post mortems)
• Be open minded
• Move fast (collaboration and deployment)
The Team
The Team
• Flexible. Able to work in a dynamic
  environment anywhere
The Team
• Flexible. Able to work in a dynamic
  environment anywhere
• There is no single variable to success.
  There are many.
The Team
• Flexible. Able to work in a dynamic
  environment anywhere
• There is no single variable to success.
  There are many.
• Team members and managers must know
  they are liaisons for all other teams
How do I manage my
  team during...
Non-Stressful Times
Stressful Times
The Same Way!
The Same Way!
• Failures / outages
The Same Way!
• Failures / outages
• Personality conflicts
The Same Way!
• Failures / outages
• Personality conflicts
• Personal issues
The Same Way!
• Failures / outages
• Personality conflicts
• Personal issues
• Last minute whoopsies
The Same Way!
• Failures / outages
• Personality conflicts
• Personal issues
• Last minute whoopsies
• Unexpected context switching (work)
One on One
“What’s the point? We talk all the time in IRC?”
“I don’t have time, just email me an update.”
NO!!!!!
NO!!!!!
Provide a scheduled outlet for talk (30
minutes minimum)
NO!!!!!
Provide a scheduled outlet for talk (30
minutes minimum)

Respect their time and yours, show up on
time and prepared to discuss the last week
http://www.randsinrepose.com/archives/2010/09/22/
    the_update_the_vent_and_the_disaster.html
Humor
Freedom
Engineers are creative.
So let them be creative....
Freedom but with
        Guidelines
• Communication: send everyone updates
• Ask for help if you need it
• Ask for direction on work
• Day to day work is done (queue, job
  description)
Open Door Policy
Problems Managing People
Problems Managing People
Problems Managing People
• You will have them and each is different
Problems Managing People
• You will have them and each is different
• Stay calm
Problems Managing People
• You will have them and each is different
• Stay calm
• Talk to your peers for advice
Problems Managing People
• You will have them and each is different
• Stay calm
• Talk to your peers for advice
• Think outside the box
Problems Managing People
• You will have them and each is different
• Stay calm
• Talk to your peers for advice
• Think outside the box
• Don’t fear having hard conversations.
  These make you a better manager
“the job of a manager is to be willing to have a
hard conversation, any time during the week
with anyone anywhere.” Marc Hedlund
We also changed our
workflow in operations
Why?
We weren’t shipping enough

Context switching = low morale

“what are you working on?”
Kanban
Kanban
• Provided the whole organization
  Transparency into what we were doing
Kanban
• Provided the whole organization
  Transparency into what we were doing
• Less context switching = better morale
Kanban
• Provided the whole organization
  Transparency into what we were doing
• Less context switching = better morale
• Better throughput of work
Kanban
• Provided the whole organization
  Transparency into what we were doing
• Less context switching = better morale
• Better throughput of work
• Better Prioritization
How Does it flow?
We use a virtual board
Give them tools
         &
Encourage building
collaborative tools!
Devops Tools - managers
• Jira- tickets All can see
• Kanban - workflow that you just saw
• but wait theres more.....
Metrics
Metrics
• We have ~280K now and growing!
Metrics
• We have ~280K now and growing!
• Use open source tools (ganglia, graphite)
Metrics
• We have ~280K now and growing!
• Use open source tools (ganglia, graphite)
• Dashboards are key
Monitoring
• We use tools like Nagios, Pagerduty and
  Pingdom.
Monitoring
• We use tools like Nagios, Pagerduty and
  Pingdom.
• More than ops are on call
Monitoring
• We use tools like Nagios, Pagerduty and
  Pingdom.
• More than ops are on call
    • ops on call rotation
Monitoring
• We use tools like Nagios, Pagerduty and
  Pingdom.
• More than ops are on call
    • ops on call rotation
    • dev on call rotation
Monitoring
• We use tools like Nagios, Pagerduty and
  Pingdom.
• More than ops are on call
    • ops on call rotation
    • dev on call rotation
    • search on call rotation
Human escalation
Asset Management
Chef deployment is
transparent to everyone


          Deployed Chef Change
That wasn’t enough
   collaboration
Eventinator
Let’s review
• Culture
• One on One meeting
• Humor
• Freedom to be creative and explore
• Open Door Policy
• Encourge the use and building of
  collabrative tools
• DevOps Princples for managers
• Be transparent with your work to everyone
My Influences
• Michael Lopp (http://www.randsinrepose.com)
• Kate Matsudaira (http://www.katemats.com)
•   Chad Dickerson (http://blog.chaddickerson.com)

•   John Allspaw (http://kitchensoap.com/)

•   Marc Hedlund (http://blog.precipice.org/)

•   Kellan Elliot-McCrea (https://twitter.com/#!/kellan)
Thank you for listening

     Questions?

Weitere ähnliche Inhalte

Was ist angesagt?

DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...
DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...
DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...
Simplilearn
 

Was ist angesagt? (20)

Getting Started with Kubernetes
Getting Started with Kubernetes Getting Started with Kubernetes
Getting Started with Kubernetes
 
Jenkins
JenkinsJenkins
Jenkins
 
GitHub Actions (Nakov at RuseConf, Sept 2022)
GitHub Actions (Nakov at RuseConf, Sept 2022)GitHub Actions (Nakov at RuseConf, Sept 2022)
GitHub Actions (Nakov at RuseConf, Sept 2022)
 
Introduction to CI/CD
Introduction to CI/CDIntroduction to CI/CD
Introduction to CI/CD
 
CI/CD
CI/CDCI/CD
CI/CD
 
Introduction to Kubernetes
Introduction to KubernetesIntroduction to Kubernetes
Introduction to Kubernetes
 
Jenkins Pipeline Tutorial | Continuous Delivery Pipeline Using Jenkins | DevO...
Jenkins Pipeline Tutorial | Continuous Delivery Pipeline Using Jenkins | DevO...Jenkins Pipeline Tutorial | Continuous Delivery Pipeline Using Jenkins | DevO...
Jenkins Pipeline Tutorial | Continuous Delivery Pipeline Using Jenkins | DevO...
 
Introduction to docker
Introduction to dockerIntroduction to docker
Introduction to docker
 
Jenkins presentation
Jenkins presentationJenkins presentation
Jenkins presentation
 
DevOps on AWS
DevOps on AWSDevOps on AWS
DevOps on AWS
 
About DevOps in simple steps
About DevOps in simple stepsAbout DevOps in simple steps
About DevOps in simple steps
 
The story of SonarQube told to a DevOps Engineer
The story of SonarQube told to a DevOps EngineerThe story of SonarQube told to a DevOps Engineer
The story of SonarQube told to a DevOps Engineer
 
Azure dev ops
Azure dev opsAzure dev ops
Azure dev ops
 
Build CICD Pipeline for Container Presentation Slides
Build CICD Pipeline for Container Presentation SlidesBuild CICD Pipeline for Container Presentation Slides
Build CICD Pipeline for Container Presentation Slides
 
DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...
DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...
DevOps Tutorial For Beginners | DevOps Tutorial | DevOps Tools | DevOps Train...
 
Azure DevOps
Azure DevOpsAzure DevOps
Azure DevOps
 
Introduction to DevOps
Introduction to DevOpsIntroduction to DevOps
Introduction to DevOps
 
Kubernetes Introduction
Kubernetes IntroductionKubernetes Introduction
Kubernetes Introduction
 
CI/CD for React Native
CI/CD for React NativeCI/CD for React Native
CI/CD for React Native
 
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
Continues Integration and Continuous Delivery with Azure DevOps - Deploy Anyt...
 

Andere mochten auch

Revolutionizing Enterprise Software Development through Continuous Delivery &...
Revolutionizing Enterprise Software Development through Continuous Delivery &...Revolutionizing Enterprise Software Development through Continuous Delivery &...
Revolutionizing Enterprise Software Development through Continuous Delivery &...
People10 Technosoft Private Limited
 
China Powerpoint: 28-1
China Powerpoint: 28-1China Powerpoint: 28-1
China Powerpoint: 28-1
tmeyer1026
 

Andere mochten auch (19)

Monitoring patterns for mitigating technical risk
Monitoring patterns for  mitigating technical riskMonitoring patterns for  mitigating technical risk
Monitoring patterns for mitigating technical risk
 
DevOps, Common use cases, Architectures, Best Practices
DevOps, Common use cases, Architectures, Best PracticesDevOps, Common use cases, Architectures, Best Practices
DevOps, Common use cases, Architectures, Best Practices
 
Introducing DevOps
Introducing DevOpsIntroducing DevOps
Introducing DevOps
 
Pipelines for sysadmins
Pipelines for sysadminsPipelines for sysadmins
Pipelines for sysadmins
 
Common Challenges in DevOps Change Management
Common Challenges in DevOps Change ManagementCommon Challenges in DevOps Change Management
Common Challenges in DevOps Change Management
 
Car Alarms & Smoke Alarms [Monitorama]
Car Alarms & Smoke Alarms [Monitorama]Car Alarms & Smoke Alarms [Monitorama]
Car Alarms & Smoke Alarms [Monitorama]
 
Delivering GOV.UK: Devops for the nation
Delivering GOV.UK: Devops for the nationDelivering GOV.UK: Devops for the nation
Delivering GOV.UK: Devops for the nation
 
Case Study: Nordstrom Succeeds in E-Commerce with Innovative Performance Test...
Case Study: Nordstrom Succeeds in E-Commerce with Innovative Performance Test...Case Study: Nordstrom Succeeds in E-Commerce with Innovative Performance Test...
Case Study: Nordstrom Succeeds in E-Commerce with Innovative Performance Test...
 
DOES14 - Courtney Kissler - Nordstrom - Transforming to a Culture of Continuo...
DOES14 - Courtney Kissler - Nordstrom - Transforming to a Culture of Continuo...DOES14 - Courtney Kissler - Nordstrom - Transforming to a Culture of Continuo...
DOES14 - Courtney Kissler - Nordstrom - Transforming to a Culture of Continuo...
 
The Future of Change Management and DevOps for Dummies
The Future of Change Management and DevOps for DummiesThe Future of Change Management and DevOps for Dummies
The Future of Change Management and DevOps for Dummies
 
Breaking and fixing_your_dockerized_environments_owasp_appsec_usa2016
Breaking and fixing_your_dockerized_environments_owasp_appsec_usa2016Breaking and fixing_your_dockerized_environments_owasp_appsec_usa2016
Breaking and fixing_your_dockerized_environments_owasp_appsec_usa2016
 
Microservices: next-steps
Microservices: next-stepsMicroservices: next-steps
Microservices: next-steps
 
DevOps Case Studies
DevOps Case StudiesDevOps Case Studies
DevOps Case Studies
 
Using Docker for Testing
Using Docker for TestingUsing Docker for Testing
Using Docker for Testing
 
Open Door Policy
Open Door PolicyOpen Door Policy
Open Door Policy
 
Microservices and elastic resource pools with Amazon EC2 Container Service
Microservices and elastic resource pools with Amazon EC2 Container ServiceMicroservices and elastic resource pools with Amazon EC2 Container Service
Microservices and elastic resource pools with Amazon EC2 Container Service
 
DevOps & Security from an Enterprise Toolsmith's Perspective
DevOps & Security from an Enterprise Toolsmith's PerspectiveDevOps & Security from an Enterprise Toolsmith's Perspective
DevOps & Security from an Enterprise Toolsmith's Perspective
 
Revolutionizing Enterprise Software Development through Continuous Delivery &...
Revolutionizing Enterprise Software Development through Continuous Delivery &...Revolutionizing Enterprise Software Development through Continuous Delivery &...
Revolutionizing Enterprise Software Development through Continuous Delivery &...
 
China Powerpoint: 28-1
China Powerpoint: 28-1China Powerpoint: 28-1
China Powerpoint: 28-1
 

Ähnlich wie DevOps Picc12 Management Talk

Bootstrapping a-devops-matter
Bootstrapping a-devops-matterBootstrapping a-devops-matter
Bootstrapping a-devops-matter
Skills Matter
 
Alistair Conn A Decade of Improvement at Syngenta: From Tools to Principles,...
Alistair Conn  A Decade of Improvement at Syngenta: From Tools to Principles,...Alistair Conn  A Decade of Improvement at Syngenta: From Tools to Principles,...
Alistair Conn A Decade of Improvement at Syngenta: From Tools to Principles,...
MarkLeeson
 
a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012
a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012
a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012
Elle Waters
 
Creating a people-centric org final
Creating a people-centric org finalCreating a people-centric org final
Creating a people-centric org final
Angus Jenkinson
 
Letting the cards speak: Agile planning for SharePoint
Letting the cards speak: Agile planning for SharePointLetting the cards speak: Agile planning for SharePoint
Letting the cards speak: Agile planning for SharePoint
Enrique Lima
 

Ähnlich wie DevOps Picc12 Management Talk (20)

Bootstrapping a-devops-matter
Bootstrapping a-devops-matterBootstrapping a-devops-matter
Bootstrapping a-devops-matter
 
Velocity Conference NYC 2014 - Real World DevOps
Velocity Conference NYC 2014 - Real World DevOpsVelocity Conference NYC 2014 - Real World DevOps
Velocity Conference NYC 2014 - Real World DevOps
 
Money, Process, and Culture- Tech 20/20 June, 2012
Money, Process, and Culture- Tech 20/20 June, 2012Money, Process, and Culture- Tech 20/20 June, 2012
Money, Process, and Culture- Tech 20/20 June, 2012
 
The Tao of Transformation Workshop
The Tao of Transformation WorkshopThe Tao of Transformation Workshop
The Tao of Transformation Workshop
 
The tao-of-transformation-workshop
The tao-of-transformation-workshopThe tao-of-transformation-workshop
The tao-of-transformation-workshop
 
How we daily manage and work in a dispersed company: Particular Software
How we daily manage and work in a dispersed company: Particular SoftwareHow we daily manage and work in a dispersed company: Particular Software
How we daily manage and work in a dispersed company: Particular Software
 
On working in Particular
On working in ParticularOn working in Particular
On working in Particular
 
Spotify @ Creative Summit Winter 2012
Spotify @ Creative Summit Winter 2012Spotify @ Creative Summit Winter 2012
Spotify @ Creative Summit Winter 2012
 
Measuring team performance at spotify slideshare
Measuring team performance at spotify slideshareMeasuring team performance at spotify slideshare
Measuring team performance at spotify slideshare
 
On the Startup Team
On the Startup TeamOn the Startup Team
On the Startup Team
 
Alistair Conn A Decade of Improvement at Syngenta: From Tools to Principles,...
Alistair Conn  A Decade of Improvement at Syngenta: From Tools to Principles,...Alistair Conn  A Decade of Improvement at Syngenta: From Tools to Principles,...
Alistair Conn A Decade of Improvement at Syngenta: From Tools to Principles,...
 
Scrum: From the Classroom to the Workplace :: IPLeiria 2016
Scrum: From the Classroom to the Workplace :: IPLeiria 2016Scrum: From the Classroom to the Workplace :: IPLeiria 2016
Scrum: From the Classroom to the Workplace :: IPLeiria 2016
 
2015 06-06 Clean Business
2015 06-06 Clean Business2015 06-06 Clean Business
2015 06-06 Clean Business
 
Social Human Architecture for Beginners
Social Human Architecture for BeginnersSocial Human Architecture for Beginners
Social Human Architecture for Beginners
 
Walls agile2013
Walls agile2013Walls agile2013
Walls agile2013
 
Prevent Crash & Burn. Launch Successful Projects
Prevent Crash & Burn. Launch Successful ProjectsPrevent Crash & Burn. Launch Successful Projects
Prevent Crash & Burn. Launch Successful Projects
 
The Art of Leading Effective Meetings
The Art of Leading Effective MeetingsThe Art of Leading Effective Meetings
The Art of Leading Effective Meetings
 
a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012
a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012
a11yTO-Enterprise-Accessibility-Round-Table-Discussion-17NOV2012
 
Creating a people-centric org final
Creating a people-centric org finalCreating a people-centric org final
Creating a people-centric org final
 
Letting the cards speak: Agile planning for SharePoint
Letting the cards speak: Agile planning for SharePointLetting the cards speak: Agile planning for SharePoint
Letting the cards speak: Agile planning for SharePoint
 

Kürzlich hochgeladen

Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
vu2urc
 

Kürzlich hochgeladen (20)

2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
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
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 

DevOps Picc12 Management Talk