SlideShare una empresa de Scribd logo
1 de 157
Descargar para leer sin conexión
How to address operational aspects
effectively with Agile practices
Agile in the City – 20th November 2015
#agileinthecity
Matthew Skelton
Skelton Thatcher Consulting
@matthewpskelton
“Operational Features”
how to develop and test
prioritisation techniques
collaboration approaches
availability is the best feature
transforming technology
and teams
Cloud, Agile, DevOps
high impact expertise
transaction reporting
credit reference
FOREX
online payments
Operational Features
“the properties of a system
which make it work well in
Production”
Not PIMP MY RIDE
MORE
Greasy Mechanic
Not PIMP MY RIDE
MORE
Greasy Mechanic
Terminology
what happened to NFRs?
(non-functional requirements)
Non-Functional Functional
language impact
non-starter
non compos mentis
non-compete
nonsense !
holistic product view
How did we get to this?
admission: IT folk have been
guilty of making operational
features quite scary & mysterious
long lists of requirements
crazy test plans
poor explanation of needs
failure to engage stakeholders
gold-plating
de-mystify operational features
better approach
pragmatic and effective
rapid, safe, valuable
“the properties of a system
which make it work well in
Production”
Why value
Operational Features?
downtime:
$$$
reputation
($$)
non-linear increase in
complexity and problems
Internet of Things
we can no longer deal
manually with the scale/volume
of potential problems
agility and response to
incidents
remote car hacking:
security as an operational feature
“We have ‘cloud’ now”
(HA + DR + Backup + Metrics + Diagnostics + …)
think:
"when it fails, how will we recover?“
it will fail
How do we develop and test
Operational Features?
defined features
testable and measurable
ahead lie the ‘ilities’...
1. What
2. How to test
Operational Hooks
Deployment Pipeline
Configurability
re-read config (SIGHUP)
text files in version control
inject settings – no ‘black boxes’
toggle features via config
“Postcode lookup unavailable”
 better UX
Deployability
immutable artefacts
concurrent releases (SxS)
symlinks
rapid
scriptable
simple failure modes
Maintainability
holding page as MVP!
live system component diagrams
modularity
ability to upgrade
version numbering (SemVer?)
BasketItemAdded
grep BasketItem
logging for insights
Testability
every component has a
/health endpoint
stubbed/mocked/faked
endpoints
test things individually
Recoverability
asynchronous service start
expect services to be erroring
logs are not wiped (rotated: okay)
avoid flooding logs
no nasty zombies after failures
MTTR more important than MTBF*
* for most kinds of F
Performance
run key 'hotspot' areas early
use a deployment pipeline
‘critical path’
early pipeline tests act as a
barometer for later
performance problems
derive transit time metrics
Monitorability
stream of metrics
transaction tracing
Resilience
assume missing or failing
Chaos Monkey
don’t crash on HTTP 503
Saboteur
+
deployment pipeline
Scalability
concurrent workers
queues and bottlenecks
throttling is your friend
Security and ‘securability’
securability by practice
SSL certs & HEARTBLEED
Gauntlt
+
deployment pipeline
Availability
“available but unusable"
synthetic transactions
special HTTP header: trigger
additional metrics/reporting
How the organisation affects
Operational Features
Budgets
bonuses:
story points delivered
tickets closed
Capex vs Opex
tax breaks
avoiding the Capex/Opex evil
Developers seen as more
valuable than Ops people
3x hiring bonus for Devs (!)
improved awareness in product
teams
share ownership and decision
making
features
end-user
operational
end-user
single product backlog
Product Owner on call for
incidents
tricky!
high degree of maturity
honesty about the product
Product Owner and Tech Lead
are both on the hook for
outages
15-30% ‘tax’ on product
budget for operational aspects
AVOID
‘user features’ always taking
precedence over
‘operational features’
How to evaluate Operational
Features vs User Features
treat Ops team folk as another
user persona
alternatives to User Stories?
NOT:
"as a logging subsystem, I want..."
Metrics
Live: downtime, A/B for
operational aspects (speed)
Pre-live: time spent re-deploying
Metrics for better
conversations
metric-ify your delivery and test
infrastructure
 99.99% uptime, but 20
redeployments every time
Heuristics for operational features
30% of total product budget
30% of dev team time
Improving operational
awareness
Run Book Collaboration
Run Book
•Detailed description of
how the system operates
•Maintenance
•Repair
•Error recovery
Run Book / Ops Manual
• 1 Table of Contents
• 2 System Overview
• 2.1 Service Overview
• 2.2 Contributing Applications, Daemons, and Windows Services
• 2.3 Hours of Operation
• 2.4 Execution Design
• 2.5 Infrastructure and Network Design
• 2.6 Resilience, Fault Tolerance and High-Availability
• 2.7 Throttling and Partial Shutdown
• 2.8 Required Resources
• 2.9 Expected Traffic and Load
• 2.9.1 Hot or Peak Periods
• 2.9.2 Warm Periods
• 2.9.3 Cool or Quiet Periods
• 2.10 Environmental Differences
• 2.11 Tools
• 3 Security and Access Control
• 4 System Configuration
• 4.1 Configuration Management
• 5 System Backup and Restore
• 5.1 Backup Requirements
• 5.1.1 Special Files
• 5.2 Backup Procedures
• 5.3 Restore Procedures
• 6 Monitoring and Alerting
• 6.1 Error Messages
• 6.2 Events
• 6.3 Health Checks
• 6.4 Other Messages
• 7 Operational Tasks
• 7.1 Deployment
• 7.2 Batch Processing
• 7.3 Power Procedures
• 7.4 Routine Checks
• 7.4.1 System Rebuilds
• 7.5 Troubleshooting
• 8 Maintenance Tasks
• 8.1 Maintenance Procedures
• 8.1.1 Patching
• 8.1.1.1 Normal Cycle
• 8.1.1.2 Zero-Day Vulnerabilities
• 8.1.2 GMT/BST time changes
• 8.1.3 Cleardown Activities
• 8.1.3.1 Log Rotation
• 8.2 Testing
• 8.2.1 Technical Testing
• 8.2.2 Post-Deployment
• 9 Failure and Recovery Procedures
• 9.1 Failover
• 9.2 Recovery
• 9.3 Troubleshooting Failover and Recovery
• 10 Contact Details
Run Book / Ops Manual
2.1 Service Overview
2.2 Contributing
Applications,
Daemons, and
Windows Services
2.3 Hours of
Operation
2.4 Execution Design
2.5 Infrastructure and
Network Design
2.6 Resilience, Fault
Tolerance and High-
Availability
2.7 Throttling and
Partial Shutdown
2.8 Required
Resources
2.9 Expected Traffic
and Load
Run Book collaboration
Dev team is responsible for the first draft
“But I know nothing about Production!”
Encourages collaboration with Ops team
Will Gray
not documentation
build trust and understanding
automate more over time
http://runbookcollab.info/
choose tools that encourage
collaboration
http://rashidkpc.github.io/Kibana/images/screenshots/searchss.png
“How does [the use of] this tool
help people to collaborate*?”
* Work together, at the same
keyboard/screen
‘How to choose tools for DevOps
and Continuous Delivery’
http://bit.ly/ChooseDevOpsTools
test early and often for
operational readiness
operational readiness
network testing
security testing
performance testing
auxiliary infrastructure testing:
monitoring
log aggregation
…
small set of rapid ‘weathervane’
tests for early warning
Network testing
iTrinegy network emulators
•Scripted setup and automated test runs
•http://www.itrinegy.com/
Saboteur:
•Network fault injection tool
•https://github.com/tomakehurst/saboteur
Security testing
Gauntlt: http://gauntlt.org/
SSL certs
HTTP
SQL injection
…
# nmap-simple.attack
Feature: simple nmap attack to check for open ports
Background:
Given "nmap" is installed
And the following profile:
| name | value |
| hostname | example.com |
Scenario: Check standard web ports
When I launch an "nmap" attack with:
"""
nmap -F <hostname>
"""
Then the output should match /80.tcps+open/
Then the output should not match:
"""
25/tcps+open
"""
When I launch an "nmap" attack with:
"""
nmap -F <hostname>
"""
Then the output should match
/80.tcps+open/
Deployment pipeline
Make operational testing visible
holistic product view
MVP: ‘service unavailable’ page
test early for operational features
using a deployment pipeline
single product backlog:
(user) features +
(operational) features
availability is the best feature
further reading
operabilitybook.comoperationalfeatures.com
thank you
http://skeltonthatcher.com/
enquiries@skeltonthatcher.com
@SkeltonThatcher
+44 (0)20 8242 4103

Más contenido relacionado

La actualidad más candente

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 PracticesShiva Narayanaswamy
 
DBmaestro's State of the Database Continuous Delivery Survey- Findings Revealed
DBmaestro's State of the Database Continuous Delivery Survey- Findings RevealedDBmaestro's State of the Database Continuous Delivery Survey- Findings Revealed
DBmaestro's State of the Database Continuous Delivery Survey- Findings RevealedDBmaestro - Database DevOps
 
Enterprise DevOps and the Cloud
Enterprise DevOps and the CloudEnterprise DevOps and the Cloud
Enterprise DevOps and the CloudCloudCheckr
 
Gartner Infrastructure and Operations Summit Berlin 2015 - DevOps Journey
Gartner Infrastructure and Operations Summit Berlin 2015 - DevOps JourneyGartner Infrastructure and Operations Summit Berlin 2015 - DevOps Journey
Gartner Infrastructure and Operations Summit Berlin 2015 - DevOps JourneyKelly Looney
 
DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...
DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...
DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...Serena Software
 
Challenges and Best Practices of Database Continuous Delivery
Challenges and Best Practices of Database Continuous DeliveryChallenges and Best Practices of Database Continuous Delivery
Challenges and Best Practices of Database Continuous DeliveryDBmaestro - Database DevOps
 
DevSecOps Basics with Azure Pipelines
DevSecOps Basics with Azure Pipelines DevSecOps Basics with Azure Pipelines
DevSecOps Basics with Azure Pipelines Abdul_Mujeeb
 
Devops, Secops, Opsec, DevSec *ops *.* ?
Devops, Secops, Opsec, DevSec *ops *.* ?Devops, Secops, Opsec, DevSec *ops *.* ?
Devops, Secops, Opsec, DevSec *ops *.* ?Kris Buytaert
 
Why retail companies can't afford database downtime
Why retail companies can't afford database downtimeWhy retail companies can't afford database downtime
Why retail companies can't afford database downtimeDBmaestro - Database DevOps
 
Introduction to DevOps
Introduction to DevOpsIntroduction to DevOps
Introduction to DevOpsDmitry Buzdin
 
Delphix and DBmaestro
Delphix and DBmaestroDelphix and DBmaestro
Delphix and DBmaestroKyle Hailey
 
Continuous Delivery & the Database - the Final Frontier
Continuous Delivery & the Database - the Final FrontierContinuous Delivery & the Database - the Final Frontier
Continuous Delivery & the Database - the Final FrontierXebiaLabs
 
Continuous Delivery & the Database- The Final Frontier
Continuous Delivery & the Database- The Final FrontierContinuous Delivery & the Database- The Final Frontier
Continuous Delivery & the Database- The Final FrontierDBmaestro - Database DevOps
 
DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012
DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012
DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012Nick Galbreath
 
DevSecOps Fundamentals and the Scars to Prove it.
DevSecOps Fundamentals and the Scars to Prove it.DevSecOps Fundamentals and the Scars to Prove it.
DevSecOps Fundamentals and the Scars to Prove it.Matt Tesauro
 
What manufacturing teaches about DevOps
What manufacturing teaches about DevOpsWhat manufacturing teaches about DevOps
What manufacturing teaches about DevOpsGordon Haff
 

La actualidad más candente (20)

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
 
DBmaestro's State of the Database Continuous Delivery Survey- Findings Revealed
DBmaestro's State of the Database Continuous Delivery Survey- Findings RevealedDBmaestro's State of the Database Continuous Delivery Survey- Findings Revealed
DBmaestro's State of the Database Continuous Delivery Survey- Findings Revealed
 
In (database) automation we trust
In (database) automation we trustIn (database) automation we trust
In (database) automation we trust
 
Enterprise DevOps and the Cloud
Enterprise DevOps and the CloudEnterprise DevOps and the Cloud
Enterprise DevOps and the Cloud
 
Gartner Infrastructure and Operations Summit Berlin 2015 - DevOps Journey
Gartner Infrastructure and Operations Summit Berlin 2015 - DevOps JourneyGartner Infrastructure and Operations Summit Berlin 2015 - DevOps Journey
Gartner Infrastructure and Operations Summit Berlin 2015 - DevOps Journey
 
DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...
DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...
DevOps Drive-In: Automate Database Deployments in Your Continuous Delivery Pi...
 
Devops architecture
Devops architectureDevops architecture
Devops architecture
 
Challenges and Best Practices of Database Continuous Delivery
Challenges and Best Practices of Database Continuous DeliveryChallenges and Best Practices of Database Continuous Delivery
Challenges and Best Practices of Database Continuous Delivery
 
DevSecOps Basics with Azure Pipelines
DevSecOps Basics with Azure Pipelines DevSecOps Basics with Azure Pipelines
DevSecOps Basics with Azure Pipelines
 
Devops, Secops, Opsec, DevSec *ops *.* ?
Devops, Secops, Opsec, DevSec *ops *.* ?Devops, Secops, Opsec, DevSec *ops *.* ?
Devops, Secops, Opsec, DevSec *ops *.* ?
 
Why retail companies can't afford database downtime
Why retail companies can't afford database downtimeWhy retail companies can't afford database downtime
Why retail companies can't afford database downtime
 
Introduction to DevOps
Introduction to DevOpsIntroduction to DevOps
Introduction to DevOps
 
Taking Database Development to the 21st Century
Taking Database Development to the 21st CenturyTaking Database Development to the 21st Century
Taking Database Development to the 21st Century
 
Delphix and DBmaestro
Delphix and DBmaestroDelphix and DBmaestro
Delphix and DBmaestro
 
Continuous Delivery & the Database - the Final Frontier
Continuous Delivery & the Database - the Final FrontierContinuous Delivery & the Database - the Final Frontier
Continuous Delivery & the Database - the Final Frontier
 
Continuous Delivery & the Database- The Final Frontier
Continuous Delivery & the Database- The Final FrontierContinuous Delivery & the Database- The Final Frontier
Continuous Delivery & the Database- The Final Frontier
 
DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012
DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012
DevOpsSec: Appling DevOps Principles to Security, DevOpsDays Austin 2012
 
DevSecOps Fundamentals and the Scars to Prove it.
DevSecOps Fundamentals and the Scars to Prove it.DevSecOps Fundamentals and the Scars to Prove it.
DevSecOps Fundamentals and the Scars to Prove it.
 
Unlocking the Potential of Database Automation
Unlocking the Potential of Database AutomationUnlocking the Potential of Database Automation
Unlocking the Potential of Database Automation
 
What manufacturing teaches about DevOps
What manufacturing teaches about DevOpsWhat manufacturing teaches about DevOps
What manufacturing teaches about DevOps
 

Similar a How to address operational aspects effectively with Agile practices - Matthew Skelton - Agile In The City 2015

5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...
5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...
5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...Matthew Skelton
 
5 practical operability techniques - Matthew Skelton - SkillsMatter 2018
5 practical operability techniques - Matthew Skelton - SkillsMatter 20185 practical operability techniques - Matthew Skelton - SkillsMatter 2018
5 practical operability techniques - Matthew Skelton - SkillsMatter 2018Matthew Skelton
 
Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...
Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...
Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...Matthew Skelton
 
5 practical operability techniques for teams - Matthew Skelton - ADDO 2018
5 practical operability techniques for teams - Matthew Skelton - ADDO 20185 practical operability techniques for teams - Matthew Skelton - ADDO 2018
5 practical operability techniques for teams - Matthew Skelton - ADDO 2018Conflux
 
Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...
Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...
Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...rschuppe
 
Encontrando la Aguja en el Rendimiento de Aplicaciones
Encontrando la Aguja en el Rendimiento de AplicacionesEncontrando la Aguja en el Rendimiento de Aplicaciones
Encontrando la Aguja en el Rendimiento de AplicacionesSoftware Guru
 
T3 Consortium's Performance Center of Excellence
T3 Consortium's Performance Center of ExcellenceT3 Consortium's Performance Center of Excellence
T3 Consortium's Performance Center of Excellenceveehikle
 
DevOps Powered by Splunk
DevOps Powered by SplunkDevOps Powered by Splunk
DevOps Powered by SplunkSplunk
 
From Monoliths to Microservices at Realestate.com.au
From Monoliths to Microservices at Realestate.com.auFrom Monoliths to Microservices at Realestate.com.au
From Monoliths to Microservices at Realestate.com.auevanbottcher
 
Workshop: Delivering chnages for applications and databases
Workshop: Delivering chnages for applications and databasesWorkshop: Delivering chnages for applications and databases
Workshop: Delivering chnages for applications and databasesEduardo Piairo
 
Cerberus : Framework for Manual and Automated Testing (Web Application)
Cerberus : Framework for Manual and Automated Testing (Web Application)Cerberus : Framework for Manual and Automated Testing (Web Application)
Cerberus : Framework for Manual and Automated Testing (Web Application)CIVEL Benoit
 
Cerberus_Presentation1
Cerberus_Presentation1Cerberus_Presentation1
Cerberus_Presentation1CIVEL Benoit
 
Ship code like a keptn
Ship code like a keptnShip code like a keptn
Ship code like a keptnRob Jahn
 
Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...
Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...
Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...Stacey Whitney
 
An Introduction to Microservices
An Introduction to MicroservicesAn Introduction to Microservices
An Introduction to MicroservicesAd van der Veer
 
Network Automation Journey, A systems engineer NetOps perspective
Network Automation Journey, A systems engineer NetOps perspectiveNetwork Automation Journey, A systems engineer NetOps perspective
Network Automation Journey, A systems engineer NetOps perspectiveWalid Shaari
 
Software Project Management - NESDEV
Software Project Management - NESDEVSoftware Project Management - NESDEV
Software Project Management - NESDEVKrit Kamtuo
 
Cloud and Network Transformation using DevOps methodology : Cisco Live 2015
Cloud and Network Transformation using DevOps methodology : Cisco Live 2015Cloud and Network Transformation using DevOps methodology : Cisco Live 2015
Cloud and Network Transformation using DevOps methodology : Cisco Live 2015Vimal Suba
 
DevOps and Microservice
DevOps and MicroserviceDevOps and Microservice
DevOps and MicroserviceInho Kang
 
Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...
Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...
Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...InfoSeption
 

Similar a How to address operational aspects effectively with Agile practices - Matthew Skelton - Agile In The City 2015 (20)

5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...
5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...
5 practical operability techniques for teams - Matthew Skelton - SQUID meetup...
 
5 practical operability techniques - Matthew Skelton - SkillsMatter 2018
5 practical operability techniques - Matthew Skelton - SkillsMatter 20185 practical operability techniques - Matthew Skelton - SkillsMatter 2018
5 practical operability techniques - Matthew Skelton - SkillsMatter 2018
 
Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...
Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...
Practical operability techniques - Matthew Skelton - Unicom DevOps Showcase N...
 
5 practical operability techniques for teams - Matthew Skelton - ADDO 2018
5 practical operability techniques for teams - Matthew Skelton - ADDO 20185 practical operability techniques for teams - Matthew Skelton - ADDO 2018
5 practical operability techniques for teams - Matthew Skelton - ADDO 2018
 
Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...
Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...
Application Performance Troubleshooting 1x1 - Part 2 - Noch mehr Schweine und...
 
Encontrando la Aguja en el Rendimiento de Aplicaciones
Encontrando la Aguja en el Rendimiento de AplicacionesEncontrando la Aguja en el Rendimiento de Aplicaciones
Encontrando la Aguja en el Rendimiento de Aplicaciones
 
T3 Consortium's Performance Center of Excellence
T3 Consortium's Performance Center of ExcellenceT3 Consortium's Performance Center of Excellence
T3 Consortium's Performance Center of Excellence
 
DevOps Powered by Splunk
DevOps Powered by SplunkDevOps Powered by Splunk
DevOps Powered by Splunk
 
From Monoliths to Microservices at Realestate.com.au
From Monoliths to Microservices at Realestate.com.auFrom Monoliths to Microservices at Realestate.com.au
From Monoliths to Microservices at Realestate.com.au
 
Workshop: Delivering chnages for applications and databases
Workshop: Delivering chnages for applications and databasesWorkshop: Delivering chnages for applications and databases
Workshop: Delivering chnages for applications and databases
 
Cerberus : Framework for Manual and Automated Testing (Web Application)
Cerberus : Framework for Manual and Automated Testing (Web Application)Cerberus : Framework for Manual and Automated Testing (Web Application)
Cerberus : Framework for Manual and Automated Testing (Web Application)
 
Cerberus_Presentation1
Cerberus_Presentation1Cerberus_Presentation1
Cerberus_Presentation1
 
Ship code like a keptn
Ship code like a keptnShip code like a keptn
Ship code like a keptn
 
Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...
Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...
Mage Titans USA 2016 - Mathew Beane - Edit Fully Stacked: Less OOPS, More OPS...
 
An Introduction to Microservices
An Introduction to MicroservicesAn Introduction to Microservices
An Introduction to Microservices
 
Network Automation Journey, A systems engineer NetOps perspective
Network Automation Journey, A systems engineer NetOps perspectiveNetwork Automation Journey, A systems engineer NetOps perspective
Network Automation Journey, A systems engineer NetOps perspective
 
Software Project Management - NESDEV
Software Project Management - NESDEVSoftware Project Management - NESDEV
Software Project Management - NESDEV
 
Cloud and Network Transformation using DevOps methodology : Cisco Live 2015
Cloud and Network Transformation using DevOps methodology : Cisco Live 2015Cloud and Network Transformation using DevOps methodology : Cisco Live 2015
Cloud and Network Transformation using DevOps methodology : Cisco Live 2015
 
DevOps and Microservice
DevOps and MicroserviceDevOps and Microservice
DevOps and Microservice
 
Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...
Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...
Driving Systems Stability & Delivery Agility through DevOps [Decoding DevOps ...
 

Más de Skelton Thatcher Consulting Ltd

Practical operability techniques for teams - Matthew Skelton - Agile in the C...
Practical operability techniques for teams - Matthew Skelton - Agile in the C...Practical operability techniques for teams - Matthew Skelton - Agile in the C...
Practical operability techniques for teams - Matthew Skelton - Agile in the C...Skelton Thatcher Consulting Ltd
 
Practical operability techniques for distributed systems - Velocity EU 2017
Practical operability techniques for distributed systems - Velocity EU 2017Practical operability techniques for distributed systems - Velocity EU 2017
Practical operability techniques for distributed systems - Velocity EU 2017Skelton Thatcher Consulting Ltd
 
Practical operability techniques for teams - IPEXPO 2017
Practical operability techniques for teams - IPEXPO 2017Practical operability techniques for teams - IPEXPO 2017
Practical operability techniques for teams - IPEXPO 2017Skelton Thatcher Consulting Ltd
 
Practical operability techniques for teams - webinar - Skelton Thatcher & Unicom
Practical operability techniques for teams - webinar - Skelton Thatcher & UnicomPractical operability techniques for teams - webinar - Skelton Thatcher & Unicom
Practical operability techniques for teams - webinar - Skelton Thatcher & UnicomSkelton Thatcher Consulting Ltd
 
Teams and monoliths - Matthew Skelton - London DevOps June 2017
Teams and monoliths - Matthew Skelton - London DevOps June 2017Teams and monoliths - Matthew Skelton - London DevOps June 2017
Teams and monoliths - Matthew Skelton - London DevOps June 2017Skelton Thatcher Consulting Ltd
 
How and why to design your teams for modern software - JAX DevOps - April 2017
How and why to design your teams for modern software - JAX DevOps - April 2017How and why to design your teams for modern software - JAX DevOps - April 2017
How and why to design your teams for modern software - JAX DevOps - April 2017Skelton Thatcher Consulting Ltd
 
How and why to design your teams for modern software systems - Agile in Leeds...
How and why to design your teams for modern software systems - Agile in Leeds...How and why to design your teams for modern software systems - Agile in Leeds...
How and why to design your teams for modern software systems - Agile in Leeds...Skelton Thatcher Consulting Ltd
 
How and why to design your Teams for modern Software Systems - Matthew Skelto...
How and why to design your Teams for modern Software Systems - Matthew Skelto...How and why to design your Teams for modern Software Systems - Matthew Skelto...
How and why to design your Teams for modern Software Systems - Matthew Skelto...Skelton Thatcher Consulting Ltd
 
Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016
Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016
Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016Skelton Thatcher Consulting Ltd
 
Continuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO Europe
Continuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO EuropeContinuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO Europe
Continuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO EuropeSkelton Thatcher Consulting Ltd
 
Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...
Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...
Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...Skelton Thatcher Consulting Ltd
 
Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...
Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...
Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...Skelton Thatcher Consulting Ltd
 
Why and how to test logging - DevOps Showcase North - Feb 2016 - Matthew Skelton
Why and how to test logging - DevOps Showcase North - Feb 2016 - Matthew SkeltonWhy and how to test logging - DevOps Showcase North - Feb 2016 - Matthew Skelton
Why and how to test logging - DevOps Showcase North - Feb 2016 - Matthew SkeltonSkelton Thatcher Consulting Ltd
 
How to bridge the Dev-DBA chasm - AgileYorkshire - Matthew Skelton
How to bridge the Dev-DBA chasm - AgileYorkshire - Matthew SkeltonHow to bridge the Dev-DBA chasm - AgileYorkshire - Matthew Skelton
How to bridge the Dev-DBA chasm - AgileYorkshire - Matthew SkeltonSkelton Thatcher Consulting Ltd
 
Long live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew Skelton
Long live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew SkeltonLong live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew Skelton
Long live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew SkeltonSkelton Thatcher Consulting Ltd
 
Un-broken Logging - TechnologyUG - Leeds - Matthew Skelton
Un-broken Logging - TechnologyUG - Leeds - Matthew SkeltonUn-broken Logging - TechnologyUG - Leeds - Matthew Skelton
Un-broken Logging - TechnologyUG - Leeds - Matthew SkeltonSkelton Thatcher Consulting Ltd
 
Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...
Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...
Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...Skelton Thatcher Consulting Ltd
 
Un-broken Logging - Operability.io 2015 - Matthew Skelton
Un-broken Logging - Operability.io 2015 - Matthew SkeltonUn-broken Logging - Operability.io 2015 - Matthew Skelton
Un-broken Logging - Operability.io 2015 - Matthew SkeltonSkelton Thatcher Consulting Ltd
 
Long live the DevOps team - Edinburgh 2015 - Skelton Thatcher
Long live the DevOps team - Edinburgh 2015 - Skelton ThatcherLong live the DevOps team - Edinburgh 2015 - Skelton Thatcher
Long live the DevOps team - Edinburgh 2015 - Skelton ThatcherSkelton Thatcher Consulting Ltd
 

Más de Skelton Thatcher Consulting Ltd (20)

Practical operability techniques for teams - Matthew Skelton - Agile in the C...
Practical operability techniques for teams - Matthew Skelton - Agile in the C...Practical operability techniques for teams - Matthew Skelton - Agile in the C...
Practical operability techniques for teams - Matthew Skelton - Agile in the C...
 
Practical operability techniques for distributed systems - Velocity EU 2017
Practical operability techniques for distributed systems - Velocity EU 2017Practical operability techniques for distributed systems - Velocity EU 2017
Practical operability techniques for distributed systems - Velocity EU 2017
 
Practical operability techniques for teams - IPEXPO 2017
Practical operability techniques for teams - IPEXPO 2017Practical operability techniques for teams - IPEXPO 2017
Practical operability techniques for teams - IPEXPO 2017
 
Practical operability techniques for teams - webinar - Skelton Thatcher & Unicom
Practical operability techniques for teams - webinar - Skelton Thatcher & UnicomPractical operability techniques for teams - webinar - Skelton Thatcher & Unicom
Practical operability techniques for teams - webinar - Skelton Thatcher & Unicom
 
Teams and monoliths - Matthew Skelton - London DevOps June 2017
Teams and monoliths - Matthew Skelton - London DevOps June 2017Teams and monoliths - Matthew Skelton - London DevOps June 2017
Teams and monoliths - Matthew Skelton - London DevOps June 2017
 
How and why to design your teams for modern software - JAX DevOps - April 2017
How and why to design your teams for modern software - JAX DevOps - April 2017How and why to design your teams for modern software - JAX DevOps - April 2017
How and why to design your teams for modern software - JAX DevOps - April 2017
 
How and why to design your teams for modern software systems - Agile in Leeds...
How and why to design your teams for modern software systems - Agile in Leeds...How and why to design your teams for modern software systems - Agile in Leeds...
How and why to design your teams for modern software systems - Agile in Leeds...
 
How and why to design your Teams for modern Software Systems - Matthew Skelto...
How and why to design your Teams for modern Software Systems - Matthew Skelto...How and why to design your Teams for modern Software Systems - Matthew Skelto...
How and why to design your Teams for modern Software Systems - Matthew Skelto...
 
Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016
Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016
Teams and monoliths - Matthew Skelton - Agile in the City Bristol 2016
 
Teams and monoliths - Matthew Skelton - LondonCD 2016
Teams and monoliths - Matthew Skelton - LondonCD 2016Teams and monoliths - Matthew Skelton - LondonCD 2016
Teams and monoliths - Matthew Skelton - LondonCD 2016
 
Continuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO Europe
Continuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO EuropeContinuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO Europe
Continuous Delivery Anti-patterns from the wild - Matthew Skelton- IPEXPO Europe
 
Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...
Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...
Continuous Delivery antipatterns from the wild - Matthew Skelton - IPEXPO Man...
 
Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...
Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...
Continuous Delivery antipatterns from the wild - Matthew Skelton - Continuous...
 
Why and how to test logging - DevOps Showcase North - Feb 2016 - Matthew Skelton
Why and how to test logging - DevOps Showcase North - Feb 2016 - Matthew SkeltonWhy and how to test logging - DevOps Showcase North - Feb 2016 - Matthew Skelton
Why and how to test logging - DevOps Showcase North - Feb 2016 - Matthew Skelton
 
How to bridge the Dev-DBA chasm - AgileYorkshire - Matthew Skelton
How to bridge the Dev-DBA chasm - AgileYorkshire - Matthew SkeltonHow to bridge the Dev-DBA chasm - AgileYorkshire - Matthew Skelton
How to bridge the Dev-DBA chasm - AgileYorkshire - Matthew Skelton
 
Long live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew Skelton
Long live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew SkeltonLong live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew Skelton
Long live the DevOps team - LeedsDevOps - 2015-10-22 - Matthew Skelton
 
Un-broken Logging - TechnologyUG - Leeds - Matthew Skelton
Un-broken Logging - TechnologyUG - Leeds - Matthew SkeltonUn-broken Logging - TechnologyUG - Leeds - Matthew Skelton
Un-broken Logging - TechnologyUG - Leeds - Matthew Skelton
 
Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...
Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...
Demystifying Operational Features for Product Owners - AgileCam - SkeltonThat...
 
Un-broken Logging - Operability.io 2015 - Matthew Skelton
Un-broken Logging - Operability.io 2015 - Matthew SkeltonUn-broken Logging - Operability.io 2015 - Matthew Skelton
Un-broken Logging - Operability.io 2015 - Matthew Skelton
 
Long live the DevOps team - Edinburgh 2015 - Skelton Thatcher
Long live the DevOps team - Edinburgh 2015 - Skelton ThatcherLong live the DevOps team - Edinburgh 2015 - Skelton Thatcher
Long live the DevOps team - Edinburgh 2015 - Skelton Thatcher
 

Último

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
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsArshad QA
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfkalichargn70th171
 
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...ICS
 
+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
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionOnePlan Solutions
 
8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech students8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech studentsHimanshiGarg82
 
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
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...harshavardhanraghave
 
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
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsAlberto González Trastoy
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnAmarnathKambale
 
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
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 

Último (20)

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...
 
Software Quality Assurance Interview Questions
Software Quality Assurance Interview QuestionsSoftware Quality Assurance Interview Questions
Software Quality Assurance Interview Questions
 
Microsoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdfMicrosoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdf
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
 
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
 
+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...
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
 
8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech students8257 interfacing 2 in microprocessor for btech students
8257 interfacing 2 in microprocessor for btech students
 
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
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
 
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
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learn
 
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...
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
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
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 

How to address operational aspects effectively with Agile practices - Matthew Skelton - Agile In The City 2015