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This Launch will
Self-Destruct in
3
Jon Noronha
Sr. Director, Product Management
Optimizely
Twitter: @thatsjonsense
...2...1...
The Old Way
DESIGN BUILD LAUNCH * PRAY
* Infrequently, only when done, with no real-time customer feedback
The New Way
EXPERIMENT ITERATEDESIGN BUILD
BUILD
LEARN
MEASURE
Product Experimentation
Think hypothetically
● Painted doors
● Validating MVPs
● Qualitative research
● Exploratory A/B testing
Quantify product impact
● Feature validation
● Multivariate tests
● Iterative adjustments
● Measuring business impact
Release confidently
● Frequent, small releases
● Feature flagging
● Staged rollouts
● Safe rollbacks
Painted Door Tests
• Instead of building out an entire
feature, create the suggestion of a
feature, and see how many users
want to utilize it
Would people use “save for later”
functionality on the web?
Option 1
Build the full “Save for later” functionality on web, meaning
parity between platforms.
Option 1
Build the full “Save for later” functionality on web, meaning
parity between platforms.
Option 2 (painted door experiment)
Measure demand with just a
icon, without any functionality behind it.
“Save for later” isn’t available yet on our desktop
website but we’re thinking about adding it.
Is this a feature you would use?
Yes No
Experiment-driven product development lifecycle
BUILD
LEARN
MEASURE
Product Experimentation
Think hypothetically
● Painted doors
● Validating MVPs
● Qualitative research
● Exploratory A/B testing
Quantify product impact
● Feature validation
● Multivariate tests
● Iterative adjustments
● Measuring business impact
Release confidently
● Frequent, small releases
● Feature flagging
● Staged rollouts
● Safe rollbacks
21
22
23
BUILD
LEARN
MEASURE
Product Experimentation
Think hypothetically
● Painted doors
● Validating MVPs
● Qualitative research
● Exploratory A/B testing
Quantify product impact
● Feature validation
● Multivariate tests
● Iterative adjustments
● Measuring business impact
Release confidently
● Frequent, small releases
● Feature flagging
● Staged rollouts
● Safe rollbacks
28
What could possibly go wrong?
Big bang launch horror stories
33
There’s a better way.
Confident launches with rollouts.
if feature_flag is ‘on’:
do_something()
else:
do_something_else()
Feature Flags
Feature Flags
mobile_app_header
Feature Flags
mobile_app_header
search_ranking_algorithm
Feature Flags
mobile_app_header
checkout_flow
search_ranking_algorithm
Feature Flags
enabled: True
header_color: #F829EA
header_sticky: True
header_height: 20
mobile_app_header
enabled: True
checkout_version: 3
quick_checkout: True
header_height: 20
checkout_flow
enabled: True
fresh_boost: 1.25
profile_boost: 2.10
local_boost: 0.75
search_ranking_algorithm
Feature Flags
enabled: True
header_color: #F829EA
header_sticky: True
header_height: 20
mobile_app_header
enabled: True
header_color: #F829EA
header_sticky: True
header_height: 20
mobile_app_header
Feature is on
Toggling a feature
enabled: False
header_color: #F829EA
header_sticky: True
header_height: 20
mobile_app_header
Feature is off
Toggling a feature
enabled: True
header_color: #F829EA
header_sticky: True
header_height: 20
mobile_app_header
enabled: False
header_color: #F829EA
header_sticky: True
header_height: 15
mobile_app_header
Feature is on Feature is off
Rolling out a feature
Feature Rollouts
Feature Rollouts
Feature Rollouts
Feature Rollouts
Feature Rollouts
Feature Rollouts
53
Types of rollout
100% ROLLOUTGRADUAL
ROLLOUTBETA USERSSTAGING
ENVIRONMENT
LOCAL
DEVELOPMENT
Trunk-based development
Develop features concurrently by
implementing flags set to “off”. Deploy to
master at any time while avoiding merge
conflicts.
Canary Releases
Use a flag to send a small percentage of
traffic to a new build of your application to
discovery any unforeseen issues prior to
rolling out to all users.
Beta or Exclusive Access
Give business users the power to grant
exclusive access to new features or beta
programs for your best customers or
prospects in a sales cycle.
Kill Switch
With feature flags, you can quickly turn off
problem features without rolling back an
entire release.
Dark Launches
Deploy features behind “off” flags, then give
marketers or PMs the ability to turn on the
feature independent of a new deploy.
Remote Configuration
Add parameterized variables to feature flags
to update features in real time, without a
code push or app update. Variables can also
be used to A/B test variations of features.
BUILD
LEARN
MEASURE
Product Experimentation
Think hypothetically
● Painted doors
● Validating MVPs
● Qualitative research
● Exploratory A/B testing
Quantify product impact
● Feature validation
● Multivariate tests
● Iterative adjustments
● Measuring business impact
Release confidently
● Frequent, small releases
● Feature flagging
● Staged rollouts
● Safe rollbacks
Rollouts
Web
Full Stack
optimizely.com/rollouts
Free, open source feature flagging & rollouts
Begin your journey to product experimentation
Start with Optimizely Rollouts for free to ship faster with
less risk
When you’re ready to drive measurable product impact then
upgrade to Optimizely Full Stack experimentation
59
Thank you!
Questions?
Jon Noronha
optimizely.com/rollouts
Twitter: @thatsjonsense
Your applicationYour control panel
mobile_app_header
search_ranking_algorithm
checkout_flow

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