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Releasing to
Production Every
     Week
1 year
46 releases
1 rollback
summary
lessons learned
poll:
how long is your
 release cycle?
Company
real-time energy
  monitoring
building energy
   efficiency
save $
save kW
save
aggregate data
hosted solution
SaaS
Java
learn
Team
• 9 developers
• 9 developers
• 1 product manager
• 9 developers
• 1 product manager
• 1 graphic designer
• 9 developers
• 1 product manager
• 1 graphic designer
• 1 tester*
• 9 developers
• 1 product manager
• 1 graphic designer
• 1 tester*
              * recently added
what’s missing?
operations?
support?
QA?
project manager?
DBA?
generalizing
 specialists
fungibility
rotating responsibility
daily support duty
few hand-offs
empowered
Process
Goal:
 • to surface risk as early
  as possible to keep
  problems out of
  production
maximize feedback
shrink   time
Continuous Integration
Continuous Integration

• 3-4 Commits/dev/day
Automated Build
Automated Build

• 3 minute build
Automated Build

• 3 minute build
• 30-40 builds/day
Automated Build

• 3 minute build
• 30-40 builds/day
Automated Test Deploy
Automated Test Deploy

• 4-5 times per day
Automated Test Deploy

• 4-5 times per day
• Scheduled nightly at
 11PM
Daily Standup
Daily Standup

• Weekly company
 standup
Daily Review
Daily Review

• Quick peer feature
 review
Weekly Demo
Weekly Demo

• 15 minute company-
 wide user-driven
 demo
weekly cycle

       Mon    Tues          Wed    Thurs             Fri


9:30AM                10:00AM              Release          5pm
Planning             User-driven           Testing         Release
Meeting                Demo
“agile”
Scrum?
XP?
what’s missing?
user stories?
user stories?
user stories?
story boards?
story boards?
story boards?
estimation?
estimation?
estimation?
fits or it doesn’t
pairing?
pairing?
pairing?
as needed
pairing?
 as needed
code reviews
TDD?
TDD?
TDD?
30% coverage
TDD?
30% coverage
 + Selenium
TDD?
30% coverage
 + Selenium
retrospectives?
retrospectives?
retrospectives?
Release Review
retrospectives?
Release Review
    5 Whys
5 Whys
lightweight RCA
just-in-time
within 24 hours
1 Jira per question
Practices
Daily support rotation
5 Whys
Continuous
Monitoring
Continuous Monitoring


             Socket
App Server                  LogMaster
             Logger




                      WARN | ERROR
Continuous Monitoring
Continuous Monitoring
• Proactive response to issues
Continuous Monitoring
• Proactive response to issues
• Clean logs
Continuous Monitoring
• Proactive response to issues
• Clean logs
• Message throttling
Continuous Monitoring
• Proactive response to issues
• Clean logs
• Message throttling
• Gmail
Continuous Monitoring
• Proactive response to issues
• Clean logs
• Message throttling
• Gmail
• Managing the signal-to-noise ratio
Continuous Monitoring
Continuous Monitoring
Continuous Monitoring
Continuous Monitoring

App Server                   web app




 gmond                       gmetad
             UDP multicast




                                   RRD
Continuous Monitoring
Continuous Monitoring
Continuous Monitoring
Continuous Monitoring
Test mirrors Prod
Trust Test
Zero-downtime
 Deployment
Zero-downtime Deploys

             Load Balancer




App Server    App Server     App Server



                              Deploy
Zero-downtime Deploys
Zero-downtime Deploys
• Fully automated deployment
Zero-downtime Deploys
• Fully automated deployment
 • One button deploy from TeamCity
Zero-downtime Deploys
• Fully automated deployment
 • One button deploy from TeamCity
• Gracefully bring down servers
Zero-downtime Deploys



What about the DB?
Zero-downtime Deploys




     Bering
Zero-downtime Deploys
001_create_login_table   001_add_inv_constraint
002_add_login_id_index   002_drop_alias_column
003_create_user_table
004_create_group_table




  Expand                  Contract
Zero-downtime Deploys
Zero-downtime Deploys
• Database migration decoupled from the
  release
Zero-downtime Deploys
• Database migration decoupled from the
  release
• Simplified rollback
Zero-downtime Deploys
• Database migration decoupled from the
  release
• Simplified rollback
• Some additional complexity in writing
  migrations
Incremental
  Rollout
Incremental Rollout
Incremental Rollout

• New features are released to user subset
  (by role)
Incremental Rollout

• New features are released to user subset
  (by role)
• “Release is a marketing term”
Incremental Rollout

• New features are released to user subset
  (by role)
• “Release is a marketing term”
• Production levers
Incremental Rollout

• New features are released to user subset
  (by role)
• “Release is a marketing term”
• Production levers
• Selective degredation
Production DB
   Restore
Production DB Restore
Production DB Restore
• Nightly backups
Production DB Restore
• Nightly backups
• Automated Test DB refresh every
  Monday morning
Production DB Restore
• Nightly backups
• Automated Test DB refresh every
  Monday morning
• Local DB refresh on demand
Production DB Restore
• Nightly backups
• Automated Test DB refresh every
  Monday morning
• Local DB refresh on demand
• Cleansed
WANGMI
WANGMI
          aka
the discipline to defer
Single Feature
   Release
• Daily Support Rotation
• 5 Whys
• Continuous Monitoring
• Test mirrors Prod
• Zero-downtime deployment
• Incremental rollout
• Production DB restore
• WANGMI - the discipline to defer
• Single Feature Release
Tools
Questions?

owen@pulseenergy.com
Nov 3, 4, 5
• Martin Fowler
• Mary Poppendieck
• Eric Evans
• Michael Feathers
• Michael Nygard
Questions?

owen@pulseenergy.com
• Eric Ries: Continuous Deployment
• Daily rotating support duty
• Log: 100MB/server/day
• 30 KLOC
• ThoughtWorks
• Working with clients to shorten their
  release cycle
• “Agile”
• CruiseControl.NET

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