SlideShare a Scribd company logo
1 of 43
Go or No-Go
Operability and Contingency Planning
               John Allspaw, Etsy.com
Etsy as of now
Total Members:          over 5.7 million
Total Sellers:           over 400,000
Items Currently Listed:      6.5 million
Page Views per month:       775 million
Total $ sold (gross merchandise sales)
2010 = $179.4 million (through August)
New Features
Delivering OperableGoSoftware
Arch Review Development/Ops or No-Go Launch*
             Feedback Loop
CONTINUOUS DEPLOYMENT
             !=
deploying new features without
  coordination and planning
Operability Review
Contingency Checklist
Not An Innovative Idea
        http://en.wikipedia.org/wiki/Launch_status_check
10 minute get-together
    •   Product
    •   Development
    •   Operations
    •   Design
    •   Community
    •   Support
Consensus
Informally Codifies “OK”
             Dev               “We all understand/agree/
             Ops              accept that we are OK here!”
             Product
             Community
             Support



   Buggy                     Stable                          Perfect!
  Sloppy          Finished Enough For Launch
 Unfinished
Yes
 or
No
Has the feature been tested enough to
deploy to production?


Is there any final functional QA still needed?
Is communication (blog post/forums/etc)
about the feature ready to go out with the
feature?
Does everyone know:


  when it will go live, and
  who will push the feature?
Has the feature been in production for staff
(or some other specific subset of the users)
already?


If not, could it have been?
Is it possible to dark launch this feature?



Will this feature be dark launched?
(or, has it already?)
Is it possible to turn up this feature on a
percentage basis?


If so: will we?
Does it involve any new infrastructure?
If so: are those pieces in monitoring and
metrics collection?



(this answer can’t be “no” before launch)
Do we have on/off switches for this feature?


If so: are those switches documented?


(this answer can’t be “no” before launch)
Are all the leads (Dev, Ops, Product,
Community, Support, etc.) available for the
launch and in communication?


(this answer can’t be “no” before launch)
Is there a single and easy place for users to
report bugs or concerns about the feature?
(forum topic, etc.)
Have all leads agreed upon a post-launch
“it’s all DONE” time to declare the launch
was successful?
Have we done a Contingency Checklist™
and everyone reviewed it?


(this answer can’t be “no” before launch)
Contingency Checklist
“What could possibly go wrong?”

   “When it does go wrong,
       WTF will we do?!”
NOTE:
This is worked outBEFORE      launch, normally by product and
development, involving others where needed.




                                    (when we have saner heads)
Issue                  Onsite Messaging
Likelihood             Forums
Comment(s)             Blog
Impact on Users        PR
Engineering Response
Comment Impact on Engineering Onsite
Issue Likelihood                                      Forums Blog   PR
                   (s)     Users Response Messaging
Example: Coffee!
AWESOME NEW FEATURE
 •   add coffee (like a tag) to your profile
 •   others can favorite coffees
 •   page showing all coffee favorites
 •   bulk-add coffees to your profile
 •   search people by their coffee
Issue
 What could possibly go wrong with the feature launched in
 production?




Example:
   “The Coffees-You’ve-Favorited page is too expensive.”
Likelihood
 How likely is this issue going to come up?




Example:
   “Low to mid.”
Comment(s)
 Any extra info about this issue here.


Example:
   “Because of how we paginate coffee favorites page, they are
   somewhat harder than normal favorites. If we do have to turn
   this off, we’re saying that we need to re-design it, or it needs
   to stay off until the initial burst of traffic from the launch.”
Impact
 How much is this going to impact the experience of the feature, if
 it does become a concern?



Example:
   “High”
Engineering Response
 What will we do to mitigate the issue (i.e. can we gracefully
 degrade?)



Example:
   “Set disable_coffee_favorites_page = 1”
Onsite Messaging
 What is the messaging to the community in the forums/blog/etc.,
 if this needs graceful degradation?

Example:
   “‘The Coffee Favorites page is currently unavailable.’ Or, in the
   forums: “We’re working through some issues with displaying
   Coffee Favorites, we’ll let you know the status as time goes
   on.’”
PR
 Is the issue so severe that we need PR involved?


Example:
   “The CEO sends a press release, apologizing to Folger’s,
   Peet’s, and Starbucks with a witty yet calming voice of
   explanation and a humble request for patience.”
* afterwards....
*successful launch...


Metrics?
Are we there yet?
OMG! Who to call if it breaks later?
* non-successful launch...


Metrics?
What’d we miss?
Post Mortem?
Ramp down?
Photos
http://www.flickr.com/photos/jliba/3783269078/

http://www.flickr.com/photos/mybloodyself/2072928376/

http://www.flickr.com/photos/jacy/360020853/

http://www.flickr.com/photos/f-l-e-x/2319852529/

http://www.flickr.com/photos/16230215@N08/3023061528/

http://www.flickr.com/photos/proimos/4199675334/

http://www.flickr.com/photos/askal_bosch/2579320395/

More Related Content

What's hot

What's hot (20)

Sprint Zero in Scrum
Sprint Zero in ScrumSprint Zero in Scrum
Sprint Zero in Scrum
 
Story of user story
Story of user storyStory of user story
Story of user story
 
State Machine Workflow: Esoteric Techniques & Patterns Everyone Should Buy pr...
State Machine Workflow: Esoteric Techniques & Patterns Everyone Should Buy pr...State Machine Workflow: Esoteric Techniques & Patterns Everyone Should Buy pr...
State Machine Workflow: Esoteric Techniques & Patterns Everyone Should Buy pr...
 
The Zen of Scrum
The Zen of ScrumThe Zen of Scrum
The Zen of Scrum
 
10+ Deploys Per Day: Dev and Ops Cooperation at Flickr
10+ Deploys Per Day: Dev and Ops Cooperation at Flickr10+ Deploys Per Day: Dev and Ops Cooperation at Flickr
10+ Deploys Per Day: Dev and Ops Cooperation at Flickr
 
Systems Monitoring with Prometheus (Devops Ireland April 2015)
Systems Monitoring with Prometheus (Devops Ireland April 2015)Systems Monitoring with Prometheus (Devops Ireland April 2015)
Systems Monitoring with Prometheus (Devops Ireland April 2015)
 
Reinventing the Transaction Script (NDC London 2020)
Reinventing the Transaction Script (NDC London 2020)Reinventing the Transaction Script (NDC London 2020)
Reinventing the Transaction Script (NDC London 2020)
 
PostgreSQL for Oracle Developers and DBA's
PostgreSQL for Oracle Developers and DBA'sPostgreSQL for Oracle Developers and DBA's
PostgreSQL for Oracle Developers and DBA's
 
Exploring the power of OpenTelemetry on Kubernetes
Exploring the power of OpenTelemetry on KubernetesExploring the power of OpenTelemetry on Kubernetes
Exploring the power of OpenTelemetry on Kubernetes
 
Grafana zabbix
Grafana zabbixGrafana zabbix
Grafana zabbix
 
Agile Infrastructure - Agile 2009
Agile Infrastructure - Agile 2009Agile Infrastructure - Agile 2009
Agile Infrastructure - Agile 2009
 
Oracle to Postgres Migration - part 1
Oracle to Postgres Migration - part 1Oracle to Postgres Migration - part 1
Oracle to Postgres Migration - part 1
 
若手エンジニアのためのセキュリティ講座
若手エンジニアのためのセキュリティ講座若手エンジニアのためのセキュリティ講座
若手エンジニアのためのセキュリティ講座
 
君はyarn.lockをコミットしているか?
君はyarn.lockをコミットしているか?君はyarn.lockをコミットしているか?
君はyarn.lockをコミットしているか?
 
[자바카페] Elasticsearch Aggregation (2018)
[자바카페] Elasticsearch Aggregation (2018)[자바카페] Elasticsearch Aggregation (2018)
[자바카페] Elasticsearch Aggregation (2018)
 
Acceptance criteria
Acceptance criteriaAcceptance criteria
Acceptance criteria
 
User Story Mapping
User Story MappingUser Story Mapping
User Story Mapping
 
Properly Use Parallel DML for ETL
Properly Use Parallel DML for ETLProperly Use Parallel DML for ETL
Properly Use Parallel DML for ETL
 
PostgreSQL HA
PostgreSQL   HAPostgreSQL   HA
PostgreSQL HA
 
A Guide to Lean Coffee
A Guide to Lean CoffeeA Guide to Lean Coffee
A Guide to Lean Coffee
 

Viewers also liked

Ops Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For ChangeOps Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For Change
John Allspaw
 
2016 Larry Sanchez resume
2016 Larry Sanchez resume2016 Larry Sanchez resume
2016 Larry Sanchez resume
Larry SAnchez
 
Drought contingency planning 140950106054
Drought contingency planning 140950106054Drought contingency planning 140950106054
Drought contingency planning 140950106054
brijeshpatel909
 
Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...
Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...
Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...
Oracle
 
Contingency Plan
Contingency PlanContingency Plan
Contingency Plan
Declan556
 

Viewers also liked (20)

Ops Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For ChangeOps Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For Change
 
Dev and Ops Collaboration and Awareness at Etsy and Flickr
Dev and Ops Collaboration and Awareness at Etsy and FlickrDev and Ops Collaboration and Awareness at Etsy and Flickr
Dev and Ops Collaboration and Awareness at Etsy and Flickr
 
Building a Successful Organization By Mastering Failure
Building a Successful Organization By Mastering FailureBuilding a Successful Organization By Mastering Failure
Building a Successful Organization By Mastering Failure
 
2016 Larry Sanchez resume
2016 Larry Sanchez resume2016 Larry Sanchez resume
2016 Larry Sanchez resume
 
Conti final 2011
Conti final 2011Conti final 2011
Conti final 2011
 
Drought contingency planning 140950106054
Drought contingency planning 140950106054Drought contingency planning 140950106054
Drought contingency planning 140950106054
 
OCT 2016 KJA Slides _FINAL
OCT 2016 KJA Slides _FINALOCT 2016 KJA Slides _FINAL
OCT 2016 KJA Slides _FINAL
 
Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...
Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...
Chief Risk Officer, American Fidelity, strengthens secuirty with Advanced Con...
 
Software Operability webinar
Software Operability webinarSoftware Operability webinar
Software Operability webinar
 
PSI_aboveFold_parvez_2016_07.pptx
PSI_aboveFold_parvez_2016_07.pptxPSI_aboveFold_parvez_2016_07.pptx
PSI_aboveFold_parvez_2016_07.pptx
 
Scaling Management without Sacrificing Culture - Velocity Europe 2014
Scaling Management without Sacrificing Culture - Velocity Europe 2014Scaling Management without Sacrificing Culture - Velocity Europe 2014
Scaling Management without Sacrificing Culture - Velocity Europe 2014
 
Getting Started with Containers
Getting Started with ContainersGetting Started with Containers
Getting Started with Containers
 
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
Using OSM, QGIS, and InaSAFE for Contingency Plan in Indonesia
 
45 Minutes to PCI Compliance in the Cloud
45 Minutes to PCI Compliance in the Cloud45 Minutes to PCI Compliance in the Cloud
45 Minutes to PCI Compliance in the Cloud
 
Contingency Plan
Contingency PlanContingency Plan
Contingency Plan
 
Rkt Container Engine
Rkt Container EngineRkt Container Engine
Rkt Container Engine
 
RKT
RKTRKT
RKT
 
Netflix Billing System
Netflix Billing SystemNetflix Billing System
Netflix Billing System
 
<dc:title>Metadata, identifiers and linking content</dc:title>
<dc:title>Metadata, identifiers and linking content</dc:title><dc:title>Metadata, identifiers and linking content</dc:title>
<dc:title>Metadata, identifiers and linking content</dc:title>
 
Deutsche Telekom CMD 2015 - Cost and Portfolio Transformation
 Deutsche Telekom CMD 2015 - Cost and Portfolio Transformation Deutsche Telekom CMD 2015 - Cost and Portfolio Transformation
Deutsche Telekom CMD 2015 - Cost and Portfolio Transformation
 

Similar to Go or No-Go: Operability and Contingency Planning at Etsy.com

Team Development on Force.com with Github and Ant
Team Development on Force.com with Github and AntTeam Development on Force.com with Github and Ant
Team Development on Force.com with Github and Ant
Salesforce Developers
 
JAZOON'13 - Sven Peters - How to do Kick-Ass Software Development
JAZOON'13 - Sven Peters - How to do Kick-Ass Software DevelopmentJAZOON'13 - Sven Peters - How to do Kick-Ass Software Development
JAZOON'13 - Sven Peters - How to do Kick-Ass Software Development
jazoon13
 
So you want to do a startup
So you want to do a startupSo you want to do a startup
So you want to do a startup
Rashmi Sinha
 

Similar to Go or No-Go: Operability and Contingency Planning at Etsy.com (20)

Agile Gurgaon 2016 | Thinking Beyond :: Marry Agile and DevOps for Phenomenal...
Agile Gurgaon 2016 | Thinking Beyond :: Marry Agile and DevOps for Phenomenal...Agile Gurgaon 2016 | Thinking Beyond :: Marry Agile and DevOps for Phenomenal...
Agile Gurgaon 2016 | Thinking Beyond :: Marry Agile and DevOps for Phenomenal...
 
James Whittaker - Pursuing Quality-You Won't Get There - EuroSTAR 2011
James Whittaker - Pursuing Quality-You Won't Get There - EuroSTAR 2011James Whittaker - Pursuing Quality-You Won't Get There - EuroSTAR 2011
James Whittaker - Pursuing Quality-You Won't Get There - EuroSTAR 2011
 
BUILD GREAT PRODUCTS: Introduction to LEAN Product Development
BUILD GREAT PRODUCTS: Introduction to LEAN Product DevelopmentBUILD GREAT PRODUCTS: Introduction to LEAN Product Development
BUILD GREAT PRODUCTS: Introduction to LEAN Product Development
 
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
 
Agile Prototyping Best Practices
Agile Prototyping Best PracticesAgile Prototyping Best Practices
Agile Prototyping Best Practices
 
Communication and Testing: Why You Have Been Wrong All Along!
Communication and Testing: Why You Have Been Wrong All Along!Communication and Testing: Why You Have Been Wrong All Along!
Communication and Testing: Why You Have Been Wrong All Along!
 
Mozilla Foundation Metrics - presentation to engineers
Mozilla Foundation Metrics - presentation to engineersMozilla Foundation Metrics - presentation to engineers
Mozilla Foundation Metrics - presentation to engineers
 
Team Development on Force.com with Github and Ant
Team Development on Force.com with Github and AntTeam Development on Force.com with Github and Ant
Team Development on Force.com with Github and Ant
 
Devops at scale is a hard problem challenges, insights and lessons learned
Devops at scale is a hard problem  challenges, insights and lessons learnedDevops at scale is a hard problem  challenges, insights and lessons learned
Devops at scale is a hard problem challenges, insights and lessons learned
 
JAZOON'13 - Sven Peters - How to do Kick-Ass Software Development
JAZOON'13 - Sven Peters - How to do Kick-Ass Software DevelopmentJAZOON'13 - Sven Peters - How to do Kick-Ass Software Development
JAZOON'13 - Sven Peters - How to do Kick-Ass Software Development
 
Mobile
MobileMobile
Mobile
 
Software Architecture Anti-Patterns
Software Architecture Anti-PatternsSoftware Architecture Anti-Patterns
Software Architecture Anti-Patterns
 
PyTexas 2014
PyTexas   2014PyTexas   2014
PyTexas 2014
 
So you want to do a startup
So you want to do a startupSo you want to do a startup
So you want to do a startup
 
How To Do Kick-Ass Software Development
How To Do Kick-Ass Software DevelopmentHow To Do Kick-Ass Software Development
How To Do Kick-Ass Software Development
 
Feedback loops between tooling and culture
Feedback loops between tooling and cultureFeedback loops between tooling and culture
Feedback loops between tooling and culture
 
Mobile
MobileMobile
Mobile
 
The Trick of Designing User Interfaces that Slay
The Trick of Designing User Interfaces that SlayThe Trick of Designing User Interfaces that Slay
The Trick of Designing User Interfaces that Slay
 
Build a Product Narrative
Build a Product NarrativeBuild a Product Narrative
Build a Product Narrative
 
Visualizing Work: If you can't see it, you can't manage it
Visualizing Work: If you can't see it, you can't manage itVisualizing Work: If you can't see it, you can't manage it
Visualizing Work: If you can't see it, you can't manage it
 

More from John Allspaw

Responding to Outages Maturely
Responding to Outages MaturelyResponding to Outages Maturely
Responding to Outages Maturely
John Allspaw
 
Ops Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For ChangeOps Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For Change
John Allspaw
 
Operational Efficiency Hacks Web20 Expo2009
Operational Efficiency Hacks Web20 Expo2009Operational Efficiency Hacks Web20 Expo2009
Operational Efficiency Hacks Web20 Expo2009
John Allspaw
 
Capacity Management for Web Operations
Capacity Management for Web OperationsCapacity Management for Web Operations
Capacity Management for Web Operations
John Allspaw
 
Capacity Planning for Web Operations - Web20 Expo 2008
Capacity Planning for Web Operations - Web20 Expo 2008Capacity Planning for Web Operations - Web20 Expo 2008
Capacity Planning for Web Operations - Web20 Expo 2008
John Allspaw
 

More from John Allspaw (13)

Resilience Engineering: A field of study, a community, and some perspective s...
Resilience Engineering: A field of study, a community, and some perspective s...Resilience Engineering: A field of study, a community, and some perspective s...
Resilience Engineering: A field of study, a community, and some perspective s...
 
Considerations for Alert Design
Considerations for Alert DesignConsiderations for Alert Design
Considerations for Alert Design
 
Velocity EU 2012 Escalating Scenarios: Outage Handling Pitfalls
Velocity EU 2012 Escalating Scenarios: Outage Handling PitfallsVelocity EU 2012 Escalating Scenarios: Outage Handling Pitfalls
Velocity EU 2012 Escalating Scenarios: Outage Handling Pitfalls
 
Responding to Outages Maturely
Responding to Outages MaturelyResponding to Outages Maturely
Responding to Outages Maturely
 
Resilient Response In Complex Systems
Resilient Response In Complex SystemsResilient Response In Complex Systems
Resilient Response In Complex Systems
 
Outages, PostMortems, and Human Error
Outages, PostMortems, and Human ErrorOutages, PostMortems, and Human Error
Outages, PostMortems, and Human Error
 
Anticipation: What Could Possibly Go Wrong?
Anticipation: What Could Possibly Go Wrong?Anticipation: What Could Possibly Go Wrong?
Anticipation: What Could Possibly Go Wrong?
 
Advanced PostMortem Fu and Human Error 101 (Velocity 2011)
Advanced PostMortem Fu and Human Error 101 (Velocity 2011)Advanced PostMortem Fu and Human Error 101 (Velocity 2011)
Advanced PostMortem Fu and Human Error 101 (Velocity 2011)
 
Ops Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For ChangeOps Meta-Metrics: The Currency You Pay For Change
Ops Meta-Metrics: The Currency You Pay For Change
 
Capacity Planning For LAMP
Capacity Planning For LAMPCapacity Planning For LAMP
Capacity Planning For LAMP
 
Operational Efficiency Hacks Web20 Expo2009
Operational Efficiency Hacks Web20 Expo2009Operational Efficiency Hacks Web20 Expo2009
Operational Efficiency Hacks Web20 Expo2009
 
Capacity Management for Web Operations
Capacity Management for Web OperationsCapacity Management for Web Operations
Capacity Management for Web Operations
 
Capacity Planning for Web Operations - Web20 Expo 2008
Capacity Planning for Web Operations - Web20 Expo 2008Capacity Planning for Web Operations - Web20 Expo 2008
Capacity Planning for Web Operations - Web20 Expo 2008
 

Recently uploaded

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Recently uploaded (20)

Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
How to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfHow to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cf
 
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
 
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformLess Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
JohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptx
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptx
 
Modernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaModernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using Ballerina
 
Quantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingQuantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation Computing
 
Navigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseNavigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern Enterprise
 

Go or No-Go: Operability and Contingency Planning at Etsy.com