SlideShare a Scribd company logo
Don’t Hate, Automate.
Lessons learned from implementing Continuous Delivery.
Matt Wilson, CTO Lab Zero

LAB ZERO INNOVATIONS, INC.
PIER 9, THE EMBARCADERO SAN FRANCISCO, CA 94111
T:415.839.6861 F:415.839.6901 INFO@LABZERO.COM HTTP://LABZERO.COM
Overview
Who we are

Our evolution toward Continuous D*

What we’ve learned along the way

Questions & Answers

LAB ZERO INNOVATIONS, INC.
Who We Are
Product development, design, and strategy team based in SF.
Early-stage entrepreneurs and startup founders: earfl.com, meez.com, gofish.com, echosign.
com, veodia.com.
Held senior product design & dev roles at Apple, Google, Yahoo, Kodak, Accenture.
Our clients are often startups and Fortune 500s.
Founded in 2008

Many of our clients hire us just to build out their Continuous D* rigs.

LAB ZERO INNOVATIONS, INC.
Our path to Continuous D*
and what we’ve seen
In the beginning there was
Just a build…
We had code and compiled it. We even had some unit tests for some areas of the code.
The official build ran nightly but we certainly weren’t using it for fast feedback.
Then we started deploying with automation. “cap production deploy” Those were some fancy
pants.
Then we started running our tests on every check in.
Then we needed to automate the validation of our app running in different environments
Then we started automating the creation of our environments. Just can’t have enough.

LAB ZERO INNOVATIONS, INC.
Necessity struck
We have to start new projects very often.
The teams we collaborate with want to see progress often.
Projects started without a clear delivery process were often slower to deliver over time.
At some point manually running our deployment scripts every time we wanted to share our work
seemed like too much hassle. </first_world_problem>
We need to know that the feature works in the QA environment.

We figured out how to get Continuous D* running on our projects in less than a day.

LAB ZERO INNOVATIONS, INC.
Our Webapp “Build”
Rspec:
Unit tests and generates code coverage reports.

Jasmine + PhantomJS:
Javascript unit testing.

Cucumber:
We write our ATDD suites in Cucumber and use Capybara to actually drive browsers.

Brakeman:
Static security analyzer to help us find obvious security vulnerabilities.

Capistrano:
Automated deployments of RoR, PHP, Java... applications.
LAB ZERO INNOVATIONS, INC.
Our Mobile “Build”
Xcodebuild, Ant+javac:
iOS and Android command line tools.

OCUnit, JUnit:
iOS and Android unit testing frameworks.

Cucumber:
Using Calabash to actually drive the native devices and emulators.

TestFlight:
Deploy every passing build to TestFlight for easy distribution to team devices.

LAB ZERO INNOVATIONS, INC.
The story starts at your laptop and ends in production.

LAB ZERO INNOVATIONS, INC.
TDD
the first “d” is for “driven”
Build Failed
“When the light is green, the trap is clean.” --Ghostbusters
It’s hard to keep the light green or meaningful if tests
are written afterwards.
Build your culture of automation awareness.
There is a correlation between writing tests and running them. Those that write them tend to run
them more often.
Developers and QA both need to run tests before committing.
If developers aren’t running the tests because they take too long, it’s worth the investment to
speed them up.

CD can fall apart quickly if the team doesn’t react early to failed builds.

LAB ZERO INNOVATIONS, INC.
Speed will matter
when you’re doing it right
How long does it take to deliver a feature to QA?

LAB ZERO INNOVATIONS, INC.
Ouch, my tests!
We want to run as many tests as we can but once we’ve invested in a fair amount of browser
and emulator testing they get really slow.
When they get slow we become reluctant to run them.
Tests that don’t run, can’t find bugs.
The longer you wait to run them all, the less likely they are to still pass.
Tests that are broken and remain unfixed become dead weight.
Releasing under-tested products often means we’re asking too much of our QA teams and
usually won’t find bugs until they are in production.

LAB ZERO INNOVATIONS, INC.
Usual suspects for slowness in the pipe
Heavy use of fixtures and db cleaning (factory-girl and database-cleaner)
Consider using mocks/stubs instead of db’s when possible.
Android emulator
Get a real device and plug it into your CI server.
Assets compiled on each server at deploy time
Pre-compile your static assets on the build server and deploy archives instead.

LAB ZERO INNOVATIONS, INC.
Parallulala, parallaluh, parallelize them
Selenium tests are just too slow to not do this
Remote browser tests will need you to run multiple tests at once. Especially when you start
considering running your tests in more than one browser/OS combo.
To do this well you should lean on the PaaSs out there like
Solano CI (beaucoup parallelization-fu), Sauce Labs (browsers and mobile emulators, can be
used from Solano), Travis CI, etc...
Unit tests will need it too
If you’re doing TDD, you likely already have this problem.

LAB ZERO INNOVATIONS, INC.
Continuous D* wants to use your test automation
across many environments
Don't hate, automate. lessons learned from implementing continuous delivery
Don't hate, automate. lessons learned from implementing continuous delivery
You’ll need a few environments to pull this off.
CI Server
Run tests here first to find anything that should prevent us from deploying the app. Unit tests,
static analysis,
DevInteg
First deployed spot for the app, the environment will be volatile and will serve little use other than
for CI. May also serve as QA server if the numbers of commits are low.
QA1, 2, 3..
You may need one of these for each product team.
Staging
Runs in production and is often used as a place to validate the app in production before going
live.
Production
Live.
LAB ZERO INNOVATIONS, INC.
We want to get the features out, but they have to be
verified in QA and Staging before we go live.

LAB ZERO INNOVATIONS, INC.
Co-own yer ATDD

with QA
Force multiplier
Share the same ATDD code
Devs and QA should collaborate on their functional testing investment. Many organizations
separate these groups activities which leads to redundant investments.
Devs need to lead in the spirit of TDD
Relying only on QA for functional automation causes flapping red->red->green->red->green
builds.
It works better when you work together
Devs can do the heavy lifting on writing reusable steps and tests. QA can add more cases if
they see fit. Devs should expect to train and support QA on the tools.
Allow QA to audit
With our QA hats on, let’s have an open conversation about what should be tested and what is
missing. This is how we can focus our beams to make the light brighter.

LAB ZERO INNOVATIONS, INC.
Running tests

just one thing your CI server can do
Robots, ACL’s and users, what could go wrong?
Empower folks with a magic button
There are likely things that your team is always asking someone else to do for them. De-spof it
by making a job that folks can click whenever needed, even from their phones. Zomg seriously.
Database Refreshes
Nearly every webapp project needs to be able to reset/refresh the dev/qa/staging databases
easily.
Production deploy jobs
This is your parent’s liquor cabinet: make sure the kids don’t get into it, but make it easy to open
when needed.

LAB ZERO INNOVATIONS, INC.
Thank You!
Questions?

matt@labzero.com
twitter/aim/yim/skype: w1150n

LAB ZERO INNOVATIONS, INC.
PIER 9, THE EMBARCADERO SAN FRANCISCO, CA 94111
T:415.839.6861 F:415.839.6901 INFO@LABZERO.COM WWW.LABZERO.COM

More Related Content

PDF
XRebel - Real Time Insight, Faster Apps
PPTX
DevOps - Understanding Core Concepts (Old)
PDF
Lean Engineering: How to make Engineering a full Lean UX partner
PDF
有了 Agile,為什麼還要有 DevOps?
PPTX
Advanced Cross-Browser Visual Testing with Applitools Eyes and HP LeanFT
PPTX
DevOps without DevOps Tools
PDF
DevOps - the Future of Agile - Why/What/How - from Enterprise DevOps Israel 2015
PPTX
DevOps - Understanding Core Concepts
XRebel - Real Time Insight, Faster Apps
DevOps - Understanding Core Concepts (Old)
Lean Engineering: How to make Engineering a full Lean UX partner
有了 Agile,為什麼還要有 DevOps?
Advanced Cross-Browser Visual Testing with Applitools Eyes and HP LeanFT
DevOps without DevOps Tools
DevOps - the Future of Agile - Why/What/How - from Enterprise DevOps Israel 2015
DevOps - Understanding Core Concepts

What's hot (20)

PDF
Losing Sight of DevOps in an Automation Forest - devopsdays Atlanta 2013
PDF
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
PPTX
Sauce Labs+Applitools - Automated Visual Testing in the Cloud
PPTX
Un Viaggio Verso DevOps
PDF
DevOps – the future of Agile – why, what, how? Agile Israel 2014
PDF
Automated Exploratory Testing
PDF
A DevOps Primer: Whole Team Approaches for Better Software Quality
PDF
Achieving Continuous Delivery with Puppet
PDF
Lemi Orhan Ergin - Code Your Agility: Tips for Boosting Technical Agility in ...
PDF
DevOps beyond the Tools
PDF
The Phoenix Project DevOps Simulation - Paul Wilkinson
PPTX
The Test Pyramid
PPTX
Enterprise Devops Presentation @ Magentys Seminar London May 15 2014
PPTX
Best Practices in Mobile CI (webinar)
PPTX
Agile Testing at eBay
PPTX
Live Panel: Appium Core Committers Answer Your Questions
PDF
Devops, the future is here, it's just not evenly distributed yet.
PDF
Agile Tools for Mobile
PDF
[Srijan Wednesday Webinars] Building a High Performance QA Team
PDF
Surviving SOA - delivering (somewhat) continuously on a hostile planet
Losing Sight of DevOps in an Automation Forest - devopsdays Atlanta 2013
What to Do—Develop Your Own Automation or Use Crowdsourced Testing?
Sauce Labs+Applitools - Automated Visual Testing in the Cloud
Un Viaggio Verso DevOps
DevOps – the future of Agile – why, what, how? Agile Israel 2014
Automated Exploratory Testing
A DevOps Primer: Whole Team Approaches for Better Software Quality
Achieving Continuous Delivery with Puppet
Lemi Orhan Ergin - Code Your Agility: Tips for Boosting Technical Agility in ...
DevOps beyond the Tools
The Phoenix Project DevOps Simulation - Paul Wilkinson
The Test Pyramid
Enterprise Devops Presentation @ Magentys Seminar London May 15 2014
Best Practices in Mobile CI (webinar)
Agile Testing at eBay
Live Panel: Appium Core Committers Answer Your Questions
Devops, the future is here, it's just not evenly distributed yet.
Agile Tools for Mobile
[Srijan Wednesday Webinars] Building a High Performance QA Team
Surviving SOA - delivering (somewhat) continuously on a hostile planet
Ad

Similar to Don't hate, automate. lessons learned from implementing continuous delivery (20)

PPTX
30 days or less: New Features to Production
PDF
DevOps in the Amazon Warehouse - Shawn Gandhi
PPTX
Agile & DevOps - It's all about project success
PDF
The unintended benefits of Chef
PPT
Continuous Load Testing with CloudTest and Jenkins
PDF
Scale security for a dollar or less
PPTX
DevOps
PPTX
DevOps: The New Face Of Application Development - Global Azure Bootcamp
PDF
DevOps in Practice: When does "Practice" Become "Doing"?
PDF
Principles and Practices in Continuous Deployment at Etsy
PDF
Strengthen and Scale Security for a dollar or less
PDF
Confoo-Montreal-2016: Controlling Your Environments using Infrastructure as Code
PPT
Continuous deployment
PDF
Continuous Delivery for Agile Teams
PDF
Test-Driven Developments are Inefficient; Behavior-Driven Developments are a ...
PPTX
DevOps - Boldly Go for Distro
PPTX
Harman deepak v - agile on steriod - dev ops led transformation
PPT
Continuous Load Testing with CloudTest and Jenkins
PDF
Building a DevOps Team that isn't Evil
PPTX
How Gozengo Implemented a Continuous Deployment Culture from Day One
30 days or less: New Features to Production
DevOps in the Amazon Warehouse - Shawn Gandhi
Agile & DevOps - It's all about project success
The unintended benefits of Chef
Continuous Load Testing with CloudTest and Jenkins
Scale security for a dollar or less
DevOps
DevOps: The New Face Of Application Development - Global Azure Bootcamp
DevOps in Practice: When does "Practice" Become "Doing"?
Principles and Practices in Continuous Deployment at Etsy
Strengthen and Scale Security for a dollar or less
Confoo-Montreal-2016: Controlling Your Environments using Infrastructure as Code
Continuous deployment
Continuous Delivery for Agile Teams
Test-Driven Developments are Inefficient; Behavior-Driven Developments are a ...
DevOps - Boldly Go for Distro
Harman deepak v - agile on steriod - dev ops led transformation
Continuous Load Testing with CloudTest and Jenkins
Building a DevOps Team that isn't Evil
How Gozengo Implemented a Continuous Deployment Culture from Day One
Ad

More from Solano Labs (8)

PDF
Constant Contact SF's Road to CD
PDF
Testing sad-paths
PDF
Why Software Test Performance Matters
PDF
The 10 Commandments of Release Engineering
PDF
Boston MeetUp 10.10
PDF
NYC MeetUp 10.9
PDF
Object-Oriented BDD w/ Cucumber by Matt van Horn
PDF
Automated testing san francisco oct 2013
Constant Contact SF's Road to CD
Testing sad-paths
Why Software Test Performance Matters
The 10 Commandments of Release Engineering
Boston MeetUp 10.10
NYC MeetUp 10.9
Object-Oriented BDD w/ Cucumber by Matt van Horn
Automated testing san francisco oct 2013

Recently uploaded (20)

PDF
Build a system with the filesystem maintained by OSTree @ COSCUP 2025
PDF
Chapter 3 Spatial Domain Image Processing.pdf
PPTX
Understanding_Digital_Forensics_Presentation.pptx
PDF
How UI/UX Design Impacts User Retention in Mobile Apps.pdf
PPT
Teaching material agriculture food technology
PDF
NewMind AI Monthly Chronicles - July 2025
PDF
cuic standard and advanced reporting.pdf
PDF
Diabetes mellitus diagnosis method based random forest with bat algorithm
PDF
Shreyas Phanse Resume: Experienced Backend Engineer | Java • Spring Boot • Ka...
PDF
Per capita expenditure prediction using model stacking based on satellite ima...
PDF
Architecting across the Boundaries of two Complex Domains - Healthcare & Tech...
PDF
Spectral efficient network and resource selection model in 5G networks
PDF
Electronic commerce courselecture one. Pdf
PDF
KodekX | Application Modernization Development
PDF
Blue Purple Modern Animated Computer Science Presentation.pdf.pdf
PDF
Sensors and Actuators in IoT Systems using pdf
PPTX
MYSQL Presentation for SQL database connectivity
PDF
NewMind AI Weekly Chronicles - August'25 Week I
PDF
GDG Cloud Iasi [PUBLIC] Florian Blaga - Unveiling the Evolution of Cybersecur...
PPTX
breach-and-attack-simulation-cybersecurity-india-chennai-defenderrabbit-2025....
Build a system with the filesystem maintained by OSTree @ COSCUP 2025
Chapter 3 Spatial Domain Image Processing.pdf
Understanding_Digital_Forensics_Presentation.pptx
How UI/UX Design Impacts User Retention in Mobile Apps.pdf
Teaching material agriculture food technology
NewMind AI Monthly Chronicles - July 2025
cuic standard and advanced reporting.pdf
Diabetes mellitus diagnosis method based random forest with bat algorithm
Shreyas Phanse Resume: Experienced Backend Engineer | Java • Spring Boot • Ka...
Per capita expenditure prediction using model stacking based on satellite ima...
Architecting across the Boundaries of two Complex Domains - Healthcare & Tech...
Spectral efficient network and resource selection model in 5G networks
Electronic commerce courselecture one. Pdf
KodekX | Application Modernization Development
Blue Purple Modern Animated Computer Science Presentation.pdf.pdf
Sensors and Actuators in IoT Systems using pdf
MYSQL Presentation for SQL database connectivity
NewMind AI Weekly Chronicles - August'25 Week I
GDG Cloud Iasi [PUBLIC] Florian Blaga - Unveiling the Evolution of Cybersecur...
breach-and-attack-simulation-cybersecurity-india-chennai-defenderrabbit-2025....

Don't hate, automate. lessons learned from implementing continuous delivery

  • 1. Don’t Hate, Automate. Lessons learned from implementing Continuous Delivery. Matt Wilson, CTO Lab Zero LAB ZERO INNOVATIONS, INC. PIER 9, THE EMBARCADERO SAN FRANCISCO, CA 94111 T:415.839.6861 F:415.839.6901 [email protected] HTTP://LABZERO.COM
  • 2. Overview Who we are Our evolution toward Continuous D* What we’ve learned along the way Questions & Answers LAB ZERO INNOVATIONS, INC.
  • 3. Who We Are Product development, design, and strategy team based in SF. Early-stage entrepreneurs and startup founders: earfl.com, meez.com, gofish.com, echosign. com, veodia.com. Held senior product design & dev roles at Apple, Google, Yahoo, Kodak, Accenture. Our clients are often startups and Fortune 500s. Founded in 2008 Many of our clients hire us just to build out their Continuous D* rigs. LAB ZERO INNOVATIONS, INC.
  • 4. Our path to Continuous D* and what we’ve seen
  • 5. In the beginning there was Just a build… We had code and compiled it. We even had some unit tests for some areas of the code. The official build ran nightly but we certainly weren’t using it for fast feedback. Then we started deploying with automation. “cap production deploy” Those were some fancy pants. Then we started running our tests on every check in. Then we needed to automate the validation of our app running in different environments Then we started automating the creation of our environments. Just can’t have enough. LAB ZERO INNOVATIONS, INC.
  • 6. Necessity struck We have to start new projects very often. The teams we collaborate with want to see progress often. Projects started without a clear delivery process were often slower to deliver over time. At some point manually running our deployment scripts every time we wanted to share our work seemed like too much hassle. </first_world_problem> We need to know that the feature works in the QA environment. We figured out how to get Continuous D* running on our projects in less than a day. LAB ZERO INNOVATIONS, INC.
  • 7. Our Webapp “Build” Rspec: Unit tests and generates code coverage reports. Jasmine + PhantomJS: Javascript unit testing. Cucumber: We write our ATDD suites in Cucumber and use Capybara to actually drive browsers. Brakeman: Static security analyzer to help us find obvious security vulnerabilities. Capistrano: Automated deployments of RoR, PHP, Java... applications. LAB ZERO INNOVATIONS, INC.
  • 8. Our Mobile “Build” Xcodebuild, Ant+javac: iOS and Android command line tools. OCUnit, JUnit: iOS and Android unit testing frameworks. Cucumber: Using Calabash to actually drive the native devices and emulators. TestFlight: Deploy every passing build to TestFlight for easy distribution to team devices. LAB ZERO INNOVATIONS, INC.
  • 9. The story starts at your laptop and ends in production. LAB ZERO INNOVATIONS, INC.
  • 10. TDD the first “d” is for “driven”
  • 12. “When the light is green, the trap is clean.” --Ghostbusters
  • 13. It’s hard to keep the light green or meaningful if tests are written afterwards. Build your culture of automation awareness. There is a correlation between writing tests and running them. Those that write them tend to run them more often. Developers and QA both need to run tests before committing. If developers aren’t running the tests because they take too long, it’s worth the investment to speed them up. CD can fall apart quickly if the team doesn’t react early to failed builds. LAB ZERO INNOVATIONS, INC.
  • 14. Speed will matter when you’re doing it right
  • 15. How long does it take to deliver a feature to QA? LAB ZERO INNOVATIONS, INC.
  • 16. Ouch, my tests! We want to run as many tests as we can but once we’ve invested in a fair amount of browser and emulator testing they get really slow. When they get slow we become reluctant to run them. Tests that don’t run, can’t find bugs. The longer you wait to run them all, the less likely they are to still pass. Tests that are broken and remain unfixed become dead weight. Releasing under-tested products often means we’re asking too much of our QA teams and usually won’t find bugs until they are in production. LAB ZERO INNOVATIONS, INC.
  • 17. Usual suspects for slowness in the pipe Heavy use of fixtures and db cleaning (factory-girl and database-cleaner) Consider using mocks/stubs instead of db’s when possible. Android emulator Get a real device and plug it into your CI server. Assets compiled on each server at deploy time Pre-compile your static assets on the build server and deploy archives instead. LAB ZERO INNOVATIONS, INC.
  • 18. Parallulala, parallaluh, parallelize them Selenium tests are just too slow to not do this Remote browser tests will need you to run multiple tests at once. Especially when you start considering running your tests in more than one browser/OS combo. To do this well you should lean on the PaaSs out there like Solano CI (beaucoup parallelization-fu), Sauce Labs (browsers and mobile emulators, can be used from Solano), Travis CI, etc... Unit tests will need it too If you’re doing TDD, you likely already have this problem. LAB ZERO INNOVATIONS, INC.
  • 19. Continuous D* wants to use your test automation across many environments
  • 22. You’ll need a few environments to pull this off. CI Server Run tests here first to find anything that should prevent us from deploying the app. Unit tests, static analysis, DevInteg First deployed spot for the app, the environment will be volatile and will serve little use other than for CI. May also serve as QA server if the numbers of commits are low. QA1, 2, 3.. You may need one of these for each product team. Staging Runs in production and is often used as a place to validate the app in production before going live. Production Live. LAB ZERO INNOVATIONS, INC.
  • 23. We want to get the features out, but they have to be verified in QA and Staging before we go live. LAB ZERO INNOVATIONS, INC.
  • 25. Force multiplier Share the same ATDD code Devs and QA should collaborate on their functional testing investment. Many organizations separate these groups activities which leads to redundant investments. Devs need to lead in the spirit of TDD Relying only on QA for functional automation causes flapping red->red->green->red->green builds. It works better when you work together Devs can do the heavy lifting on writing reusable steps and tests. QA can add more cases if they see fit. Devs should expect to train and support QA on the tools. Allow QA to audit With our QA hats on, let’s have an open conversation about what should be tested and what is missing. This is how we can focus our beams to make the light brighter. LAB ZERO INNOVATIONS, INC.
  • 26. Running tests just one thing your CI server can do
  • 27. Robots, ACL’s and users, what could go wrong? Empower folks with a magic button There are likely things that your team is always asking someone else to do for them. De-spof it by making a job that folks can click whenever needed, even from their phones. Zomg seriously. Database Refreshes Nearly every webapp project needs to be able to reset/refresh the dev/qa/staging databases easily. Production deploy jobs This is your parent’s liquor cabinet: make sure the kids don’t get into it, but make it easy to open when needed. LAB ZERO INNOVATIONS, INC.
  • 28. Thank You! Questions? [email protected] twitter/aim/yim/skype: w1150n LAB ZERO INNOVATIONS, INC. PIER 9, THE EMBARCADERO SAN FRANCISCO, CA 94111 T:415.839.6861 F:415.839.6901 [email protected] WWW.LABZERO.COM