SlideShare uma empresa Scribd logo
1 de 63
Baixar para ler offline
Realising the true
value of DevOps
The DevOps Pay Raise
Tom LeveyTech Evangelist
@tlevey
DevOps?
?
Developers working
together with
Operations to get
things done faster in an
automated and
repeatable way
DevOps
Success?
?
2005
Portal-services 

& handset testing
my
 desk
space
flashing
 lights
IREG
International Roaming
Expert Group
International
roaming
voice calls
video
calls
signaling
network
backbone
portal
services
messaging
france
network
spain
network
italy
germany
network
norway
network
Runbook
1. Call L2 ops team	

2. Call infrastructure ops	

3. Call signaling partner	

4. Call radio ops	

5. Call backbone provider	

6. Call international L2 ops team	

7. Wait for reply...	

8. Repeat 1-7 until resolution
“Everything is fine
from our end.”
OPS:
Typical Day
1. Open 30 new tickets	

2. Make 200 phone calls	

3. Attend executive P1 status update meeting	

4. Argue about what a P1 and P2 really is	

5. Reprioritise P2 tickets to P1	

6. Reprioritise P3 tickets to P2	

7. Close tickets as ‘Cannot reproduce’ or ‘Duplicate’
What did I care about?
P1’s
SLA’s
What did I really
care about?
What did the Business
care about?
€
P1 = €
Even though the business could never prove it.
How the Business really
viewed me
How L2  L3 Support
viewed me
How Ops viewed me
False Alarms
Site is
down
404 Errors
My search 	

is slow
2am Friday - #FFS
We have had an
alert that the load on
one of your staging
servers is critical.
How much time do false
alarms waste?
Role Hours Per Week Cost Per Week Cost Per Year
Me 20 €400 €20,800
L2 10 €200 €10,400
L3 15 €300 €15,600
Hosting 6 €120 €6240
Network 6 €120 €6240
CMS 10 €200 €10,400
Total 55 €1,340 €69,680
Conservative estimates assuming €20/hour
How much revenue did the
business lose?
No 	

idea
?
Typical Day
1. Open 30 new tickets	

2. Make 300 phone calls	

3. Attend executive P1 status update meeting	

4. Argue about what a P1 and P2 really is	

5. Reprioritize P2 tickets to P1	

6. Reprioritize P3 tickets to P2	

7. Close tickets as ‘Cannot reproduce’ or ‘Duplicate’
Things I wish I’d had
1. Automation	

2. Collaboration	

3. Better Tooling	

4. Business Metrics
Things I wish I’d done
1. Baseline where I started	

2. Measured my progress	

3. Calculated Business Impact	

4. Promote success not problems	

5. Proved my value
Present Day
3 billion !
daily transactions !
250!
milliseconds!
500!
updates/yr!
1 million+ servers
100 million GB
1,000 man years
1,500 miles
Konstantin Karpov
Users Expectations
Web server 1
Internet Firewall
Load
Balancer
Web server 2
Database
Napkin architecture…
Pre$Produc)on+APM+–+“Non+Produc)on+Data”+
Development Operations
Dev Test Staging Live
Monitor  ManageProfile QA Load Test
Pre-Production Production
Produc'on)APM)–)“Produc'on)Data”)
6
Development Operations
Dev Test Staging Live
Monitor  Manage
Pre-Production Production
Profile QA Load Test
tools can be helpful
right tools
right hands
right use
How much time and €
do these tools save?
INFRASTRUCTURE AUTOMATION
COOKBOOKS
RECIPES
INGREDIENTS
COMMUNITY
How much time and €
do these tools save?
DEPLOYMENT AUTOMATION
Fabric
How much time and €
do these tools save?
LOG AUTOMATION
LogStash
Logging is not enough!
Monitoring
How much time and $
do these tools save?
severe outage?
How many of you
use performance
management tools?
Identify early	

!
Troubleshoot fast	

!
Resolve quickly	

!
Quantify impact
x
automatically map your application
Who is using my app?
device, browser, network, Carrier…
fault domain
device, carrier  browser performance
A simple travel search...
Executed code diagnostics
Understand the impact of slow performance
* Screenshot from US e-Commerce AppDynamics Customer
Application
Revenue
Application
Errors
Application
Response time
$64,499 per min
$11,987 per min
10.1 s
100 ms
Understand the benefit of an application release
Application
Revenue
Application
Response time
code
release 1
code
release 2
code
release 3
$44,499 per min
$58,237 per min
1.9 s
3.1 sec
DevOps Tasks
Annual
Cost €
Annual
Benefit €
Infrastructure Automation ? ?
Deployment Automation ? ?
Log Automation ? ?
Monitoring ? ?
Collaboration Pride ?
Total X Y
DevOps Value € Y - X

Mais conteúdo relacionado

Mais procurados

The Hare and the Tortoise: Open Source, Standards & Technological Debt
The Hare and the Tortoise: Open Source, Standards & Technological DebtThe Hare and the Tortoise: Open Source, Standards & Technological Debt
The Hare and the Tortoise: Open Source, Standards & Technological DebtRaphaël PINSON
 
DevOPs Transformation Workshop
DevOPs Transformation WorkshopDevOPs Transformation Workshop
DevOPs Transformation WorkshopJules Pierre-Louis
 
Comparing Agile QA Approaches to End-to-End Testing
Comparing Agile QA Approaches to End-to-End TestingComparing Agile QA Approaches to End-to-End Testing
Comparing Agile QA Approaches to End-to-End TestingKatie Chin
 
DevOps Transformation at Dynatrace and with Dynatrace
DevOps Transformation at Dynatrace and with DynatraceDevOps Transformation at Dynatrace and with Dynatrace
DevOps Transformation at Dynatrace and with DynatraceAndreas Grabner
 
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
 
Continuous Delivery Agile Tour Beirut 2015
Continuous Delivery Agile Tour Beirut 2015Continuous Delivery Agile Tour Beirut 2015
Continuous Delivery Agile Tour Beirut 2015Dimitri Baeli
 
Agile Incident Response and Resolution in the Wold of Devops
Agile Incident Response and Resolution in the Wold of DevopsAgile Incident Response and Resolution in the Wold of Devops
Agile Incident Response and Resolution in the Wold of DevopsAtlassian
 
Continuous delivery in Qbon
Continuous delivery  in QbonContinuous delivery  in Qbon
Continuous delivery in QbonJaric Kuo
 
DevOps: A Value Proposition
DevOps: A Value PropositionDevOps: A Value Proposition
DevOps: A Value PropositionNicole Forsgren
 
Gartner starting and scaling dev ops
Gartner starting and scaling dev opsGartner starting and scaling dev ops
Gartner starting and scaling dev opsTapabrata Pal
 
DevOps and Microservices Better Together 20190117 DevOps Underground London
DevOps and Microservices Better Together 20190117 DevOps Underground LondonDevOps and Microservices Better Together 20190117 DevOps Underground London
DevOps and Microservices Better Together 20190117 DevOps Underground LondonSean Farmar
 
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...QASymphony
 
Top 10 Best DevOps tools in 2020
Top 10 Best DevOps tools in 2020Top 10 Best DevOps tools in 2020
Top 10 Best DevOps tools in 2020prafulIQBusiness
 
Continuous Integration for Spark Apps by Sean McIntyre
Continuous Integration for Spark Apps by Sean McIntyreContinuous Integration for Spark Apps by Sean McIntyre
Continuous Integration for Spark Apps by Sean McIntyreSpark Summit
 
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?TechWell
 
Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"
Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"
Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"QASymphony
 
Security with the Speed of Continuous Delivery
Security with the Speed of Continuous DeliverySecurity with the Speed of Continuous Delivery
Security with the Speed of Continuous DeliveryTapabrata Pal
 
Machine Learning to Turbo-Charge the Ops Portion of DevOps
Machine Learning to Turbo-Charge the Ops Portion of DevOpsMachine Learning to Turbo-Charge the Ops Portion of DevOps
Machine Learning to Turbo-Charge the Ops Portion of DevOpsDeborah Schalm
 
A Whale and an Elephant, when PHP meets docker
A Whale and an Elephant, when PHP meets dockerA Whale and an Elephant, when PHP meets docker
A Whale and an Elephant, when PHP meets docker🤓 Steve McDougall
 
SLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.io
SLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.ioSLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.io
SLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.ioDevOpsDays Tel Aviv
 

Mais procurados (20)

The Hare and the Tortoise: Open Source, Standards & Technological Debt
The Hare and the Tortoise: Open Source, Standards & Technological DebtThe Hare and the Tortoise: Open Source, Standards & Technological Debt
The Hare and the Tortoise: Open Source, Standards & Technological Debt
 
DevOPs Transformation Workshop
DevOPs Transformation WorkshopDevOPs Transformation Workshop
DevOPs Transformation Workshop
 
Comparing Agile QA Approaches to End-to-End Testing
Comparing Agile QA Approaches to End-to-End TestingComparing Agile QA Approaches to End-to-End Testing
Comparing Agile QA Approaches to End-to-End Testing
 
DevOps Transformation at Dynatrace and with Dynatrace
DevOps Transformation at Dynatrace and with DynatraceDevOps Transformation at Dynatrace and with Dynatrace
DevOps Transformation at Dynatrace and with Dynatrace
 
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
 
Continuous Delivery Agile Tour Beirut 2015
Continuous Delivery Agile Tour Beirut 2015Continuous Delivery Agile Tour Beirut 2015
Continuous Delivery Agile Tour Beirut 2015
 
Agile Incident Response and Resolution in the Wold of Devops
Agile Incident Response and Resolution in the Wold of DevopsAgile Incident Response and Resolution in the Wold of Devops
Agile Incident Response and Resolution in the Wold of Devops
 
Continuous delivery in Qbon
Continuous delivery  in QbonContinuous delivery  in Qbon
Continuous delivery in Qbon
 
DevOps: A Value Proposition
DevOps: A Value PropositionDevOps: A Value Proposition
DevOps: A Value Proposition
 
Gartner starting and scaling dev ops
Gartner starting and scaling dev opsGartner starting and scaling dev ops
Gartner starting and scaling dev ops
 
DevOps and Microservices Better Together 20190117 DevOps Underground London
DevOps and Microservices Better Together 20190117 DevOps Underground LondonDevOps and Microservices Better Together 20190117 DevOps Underground London
DevOps and Microservices Better Together 20190117 DevOps Underground London
 
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...
Quality Jam 2017: Elise Carmichael and Corey Pyle "Jumpstarting Your Test Aut...
 
Top 10 Best DevOps tools in 2020
Top 10 Best DevOps tools in 2020Top 10 Best DevOps tools in 2020
Top 10 Best DevOps tools in 2020
 
Continuous Integration for Spark Apps by Sean McIntyre
Continuous Integration for Spark Apps by Sean McIntyreContinuous Integration for Spark Apps by Sean McIntyre
Continuous Integration for Spark Apps by Sean McIntyre
 
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
 
Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"
Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"
Quality Jam 2017: Kevin Dunne "Macro Trends and Useful Tools that 'Get It'"
 
Security with the Speed of Continuous Delivery
Security with the Speed of Continuous DeliverySecurity with the Speed of Continuous Delivery
Security with the Speed of Continuous Delivery
 
Machine Learning to Turbo-Charge the Ops Portion of DevOps
Machine Learning to Turbo-Charge the Ops Portion of DevOpsMachine Learning to Turbo-Charge the Ops Portion of DevOps
Machine Learning to Turbo-Charge the Ops Portion of DevOps
 
A Whale and an Elephant, when PHP meets docker
A Whale and an Elephant, when PHP meets dockerA Whale and an Elephant, when PHP meets docker
A Whale and an Elephant, when PHP meets docker
 
SLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.io
SLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.ioSLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.io
SLO DRIVEN DEVELOPMENT, ALON NATIV, Tomorrow.io
 

Semelhante a Realising the true value of DevOps

The DevOps Pay Raise: Quantifying Your Value to Move Up the Ladder
The DevOps Pay Raise: Quantifying Your Value to Move Up the LadderThe DevOps Pay Raise: Quantifying Your Value to Move Up the Ladder
The DevOps Pay Raise: Quantifying Your Value to Move Up the Laddertlevey
 
Devops is (not ) a buzzword
Devops is (not ) a buzzwordDevops is (not ) a buzzword
Devops is (not ) a buzzwordMiguel Fonseca
 
Continuous Delivery for Python Developers – PyCon Otto
Continuous Delivery for Python Developers – PyCon OttoContinuous Delivery for Python Developers – PyCon Otto
Continuous Delivery for Python Developers – PyCon OttoPeter Bittner
 
Functional training day1
Functional training day1Functional training day1
Functional training day1Satyamitra maan
 
Five Ways to Fix Your SQL Server Dev-Test Problems
Five Ways to Fix Your SQL Server Dev-Test Problems Five Ways to Fix Your SQL Server Dev-Test Problems
Five Ways to Fix Your SQL Server Dev-Test Problems Catalogic Software
 
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.02014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0Joakim Lindbom
 
Innovate Better Through Machine data Analytics
Innovate Better Through Machine data AnalyticsInnovate Better Through Machine data Analytics
Innovate Better Through Machine data AnalyticsHal Rottenberg
 
DNA - Einstein - Data science ja bigdata
DNA - Einstein - Data science ja bigdataDNA - Einstein - Data science ja bigdata
DNA - Einstein - Data science ja bigdataRolf Koski
 
Dev Ops for systems of record - Talk at Agile Australia 2015
Dev Ops for systems of record - Talk at Agile Australia 2015Dev Ops for systems of record - Talk at Agile Australia 2015
Dev Ops for systems of record - Talk at Agile Australia 2015Mirco Hering
 
Klaxit - How to keep it clean, for years - Paris.RB 2020
Klaxit - How to keep it clean, for years - Paris.RB 2020Klaxit - How to keep it clean, for years - Paris.RB 2020
Klaxit - How to keep it clean, for years - Paris.RB 2020Cyrille Courtiere
 
Shift-left SRE: Self-healing on OpenShift with Ansible
Shift-left SRE: Self-healing on OpenShift with AnsibleShift-left SRE: Self-healing on OpenShift with Ansible
Shift-left SRE: Self-healing on OpenShift with AnsibleJürgen Etzlstorfer
 
Enterprise PHP (PHP London Conference 2008)
Enterprise PHP (PHP London Conference 2008)Enterprise PHP (PHP London Conference 2008)
Enterprise PHP (PHP London Conference 2008)Ivo Jansch
 
Forum Event KA-TI: OpenERP at a glance
Forum Event KA-TI: OpenERP at a glanceForum Event KA-TI: OpenERP at a glance
Forum Event KA-TI: OpenERP at a glanceABC-GROEP.BE
 
ITmoov 2012 - Het OpenERP business model
ITmoov 2012 - Het OpenERP business modelITmoov 2012 - Het OpenERP business model
ITmoov 2012 - Het OpenERP business modelABC-GROEP.BE
 
PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...
PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...
PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...Hendrik van Run
 
Introduction to Lean Software Development
Introduction to Lean Software DevelopmentIntroduction to Lean Software Development
Introduction to Lean Software DevelopmentGuy Nirpaz
 
How to not fail at security data analytics (by CxOSidekick)
How to not fail at security data analytics (by CxOSidekick)How to not fail at security data analytics (by CxOSidekick)
How to not fail at security data analytics (by CxOSidekick)Dinis Cruz
 
Prefect Workflow Applications 2023.pdf
Prefect Workflow Applications 2023.pdfPrefect Workflow Applications 2023.pdf
Prefect Workflow Applications 2023.pdfJeff Hale
 
Splunk conf2014 - Dashboard Fun - Creating an Interactive Transaction Profiler
Splunk conf2014 - Dashboard Fun - Creating an Interactive Transaction ProfilerSplunk conf2014 - Dashboard Fun - Creating an Interactive Transaction Profiler
Splunk conf2014 - Dashboard Fun - Creating an Interactive Transaction ProfilerSplunk
 

Semelhante a Realising the true value of DevOps (20)

The DevOps Pay Raise: Quantifying Your Value to Move Up the Ladder
The DevOps Pay Raise: Quantifying Your Value to Move Up the LadderThe DevOps Pay Raise: Quantifying Your Value to Move Up the Ladder
The DevOps Pay Raise: Quantifying Your Value to Move Up the Ladder
 
Peter holditch devops
Peter holditch   devopsPeter holditch   devops
Peter holditch devops
 
Devops is (not ) a buzzword
Devops is (not ) a buzzwordDevops is (not ) a buzzword
Devops is (not ) a buzzword
 
Continuous Delivery for Python Developers – PyCon Otto
Continuous Delivery for Python Developers – PyCon OttoContinuous Delivery for Python Developers – PyCon Otto
Continuous Delivery for Python Developers – PyCon Otto
 
Functional training day1
Functional training day1Functional training day1
Functional training day1
 
Five Ways to Fix Your SQL Server Dev-Test Problems
Five Ways to Fix Your SQL Server Dev-Test Problems Five Ways to Fix Your SQL Server Dev-Test Problems
Five Ways to Fix Your SQL Server Dev-Test Problems
 
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.02014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0
 
Innovate Better Through Machine data Analytics
Innovate Better Through Machine data AnalyticsInnovate Better Through Machine data Analytics
Innovate Better Through Machine data Analytics
 
DNA - Einstein - Data science ja bigdata
DNA - Einstein - Data science ja bigdataDNA - Einstein - Data science ja bigdata
DNA - Einstein - Data science ja bigdata
 
Dev Ops for systems of record - Talk at Agile Australia 2015
Dev Ops for systems of record - Talk at Agile Australia 2015Dev Ops for systems of record - Talk at Agile Australia 2015
Dev Ops for systems of record - Talk at Agile Australia 2015
 
Klaxit - How to keep it clean, for years - Paris.RB 2020
Klaxit - How to keep it clean, for years - Paris.RB 2020Klaxit - How to keep it clean, for years - Paris.RB 2020
Klaxit - How to keep it clean, for years - Paris.RB 2020
 
Shift-left SRE: Self-healing on OpenShift with Ansible
Shift-left SRE: Self-healing on OpenShift with AnsibleShift-left SRE: Self-healing on OpenShift with Ansible
Shift-left SRE: Self-healing on OpenShift with Ansible
 
Enterprise PHP (PHP London Conference 2008)
Enterprise PHP (PHP London Conference 2008)Enterprise PHP (PHP London Conference 2008)
Enterprise PHP (PHP London Conference 2008)
 
Forum Event KA-TI: OpenERP at a glance
Forum Event KA-TI: OpenERP at a glanceForum Event KA-TI: OpenERP at a glance
Forum Event KA-TI: OpenERP at a glance
 
ITmoov 2012 - Het OpenERP business model
ITmoov 2012 - Het OpenERP business modelITmoov 2012 - Het OpenERP business model
ITmoov 2012 - Het OpenERP business model
 
PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...
PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...
PAD-3126 - Evolving the DevOps Organization around IBM PureApplication System...
 
Introduction to Lean Software Development
Introduction to Lean Software DevelopmentIntroduction to Lean Software Development
Introduction to Lean Software Development
 
How to not fail at security data analytics (by CxOSidekick)
How to not fail at security data analytics (by CxOSidekick)How to not fail at security data analytics (by CxOSidekick)
How to not fail at security data analytics (by CxOSidekick)
 
Prefect Workflow Applications 2023.pdf
Prefect Workflow Applications 2023.pdfPrefect Workflow Applications 2023.pdf
Prefect Workflow Applications 2023.pdf
 
Splunk conf2014 - Dashboard Fun - Creating an Interactive Transaction Profiler
Splunk conf2014 - Dashboard Fun - Creating an Interactive Transaction ProfilerSplunk conf2014 - Dashboard Fun - Creating an Interactive Transaction Profiler
Splunk conf2014 - Dashboard Fun - Creating an Interactive Transaction Profiler
 

Último

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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
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
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
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.pptxHampshireHUG
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
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 Processorsdebabhi2
 
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
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
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
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
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
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
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
 
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...Neo4j
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
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...Miguel Araújo
 

Último (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
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
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
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
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
 
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
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
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 ...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
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
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
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
 
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...
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
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...
 

Realising the true value of DevOps