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Making
Pinterest's First Dedicated Performance Team
Pinterest
Fast
Sarah
Michelle
Jess
1
2
3
4
5
First Dedicated
Performance Team
Data Confidence
Regressions
Optimization Strategy
Vision
Agenda
What is
Pinterest?
200M
global monthly
active users
1M+
requests per sec
Industry numbers
2sExpected page load
time by 50% of online
shoppers
25%Decrease in Google searches after a
500ms page slowdown
28%Permanent abandonment rate for slow
sites
Time Is Money, Tammy Everts
%Improvement in
Performance when we
converted
Pinterest User Profiles to
React.
%Improvement in
Performance when we
converted
Pinterest User Profiles to
React.
+10-20% engagement
%Improvement in
Performance when we
converted Pinterest unauth
pages to React among other
optimizations.
%Improvement in
Performance when we
converted Pinterest unauth
pages to React among other
optimizations.
+15% signups
+10% SEO traffic
+5-7% logins
#winning
#winning?
Data confidence
Performance as priority
Tooling and introspection
Reliable metrics
Regression protection
Dedicated performance team
Direct tie to key metrics
Top-down buy-in
Strong performance culture
Performance expertise
Goal accountability
Data confidence
Performance as priority
Tooling and introspection
Reliable metrics
Regression protection
Dedicated performance team
Direct tie to key metrics
Top-down buy-in
Strong performance culture
Performance expertise
Goal accountability
Client-focused performance team
iOS
Android
Web
Client-focused performance team
iOS
Android
Web
1
2
3
4
5
First Dedicated
Performance Team
Data Confidence
Regressions
Optimization Strategy
Vision
Agenda
Pinner Wait Time (PWT)
our metric
Fighting
Doubt
4 steps to
Set Baselines
Before
★ Performance instrumentation was
unvalidated
★ Performance graphs were mistrusted
After
★ Performance metrics validated
★ Confidence Tests Implemented
★ Graphs reflect real user experience
★ Teams understand their metrics
Tie Performance
Metrics to Business
Goals
Before
★ Teams unsure what optimizations will
tie into their teams' goals
After
★ Performance tied to engagement wins
★ Better trust in performance
★ Teams can budget time for perf based on
impact
Run PR Campaign
Before
★ Teams unsure of where to go for help
on performance
After
★ Teams know about performance team and
come to us for help
Fight Regressions
Before
★ Cannot convince other teams there is
a "real" regression
★ Teams don't feel confident
optimizations are real or protected
After
★ Better trust in performance
★ Regressions Caught
1
2
3
4
5
First Dedicated
Performance Team
Data Confidence
Regressions
Optimization Strategy
Vision
Agenda
Detecting a Regression
Perf Watch Continous Integration for performance testing
1
Code change
Merge code to master
2
Build artifact
Create Production Build
Merge code to master
3
Deploy to Perf Server
Lorem IpsumLorem IpsumLorem IpsumLorem Ipsum
Create Production Build
Run tests
Perf Server 4Perf Server 3Perf Server 2Perf Server 1
Merge code to master
3
Deploy to Perf Server
Lorem IpsumLorem IpsumLorem IpsumLorem Ipsum
Create Production Build
Run tests
Perf Server 4Perf Server 3Perf Server 2Perf Server 1
Merge code to master
LOCKED LOCKED LOCKED
3
Deploy to Perf Server
Lorem IpsumLorem IpsumLorem IpsumLorem Ipsum
Create Production Build
Run tests
Perf Server 4Perf Server 3Perf Server 2Perf Server 1
Build docker container on perf server
Merge code to master
LOCKED LOCKED LOCKED LOCK & DEPLOY
3
Deploy to Perf Server
Lorem IpsumLorem IpsumLorem IpsumLorem Ipsum
Create Production Build
Run tests
Perf Server 4Perf Server 3Perf Server 2Perf Server 1
Deploy build to perf server
Merge code to master
LOCKED LOCKED LOCKED LOCK & DEPLOY
3
Deploy to Perf Server
Lorem IpsumLorem IpsumLorem IpsumLorem Ipsum
Create Production Build
Run tests
Perf Server 4Perf Server 3Perf Server 2Perf Server 1
Deploy build to perf server
Merge code to master
LOCKED LOCKED LOCKED DEPLOY & LOCK
4Run tests for each critical page
Homefeed Page Pin Closeup Page Search Page
4Run tests for each critical page
Pin Closeup Page
4Run tests for each critical page
Test Runner 1 Test Runner 2 Test Runner 3
Homefeed Page Pin Closeup Page Search Page
Lorem IpsumPerf Server 4
5Calculate the 90th percentile of Pinner Wait Time
5Calculate the 90th percentile of Pinner Wait Time
Detecting a Regression
Detecting a Regression
Investigating a Regression
Perf Detective Runs a binary search to determine the offending commit
Investigating a Regression
Perf Detective (i.e. like a git bisect)
Investigating a Regression
Perf Detective
1
2
3
4
5
First Dedicated
Performance Team
Data Confidence
Regressions
Optimization Strategy
Vision
Agenda
Analysis & Brainstorming
Line of Sight
Line of Sight
Prototyping
Prototyping
Experimenting
Experimenting
Experimenting
Experimenting
Rejoicing
1
2
3
4
5
First Dedicated
Performance Team
Data Confidence
Regressions
Optimization Strategy
Vision
Agenda
Data confidence
Performance as priority
Tooling and introspection
Reliable metrics
Regression protection
Dedicated performance team
Direct tie to key metrics
Top-down buy-in
Strong performance culture
Performance expertise
Goal accountability
Data confidence
Performance as priority
Tooling and introspection
Reliable metrics
Regression protection
Dedicated performance team
Direct tie to key metrics
Top-down buy-in
Strong performance culture
Performance expertise
Goal accountability
Data confidence
Performance as priority
Tooling and introspection
Reliable metrics
Regression protection
Dedicated performance team
Direct tie to key metrics
Top-down buy-in
Strong performance culture
Performance expertise
Goal accountability
Scalability
Performance Vision
Ownership
Performance Vision
Knowledge
Performance Vision
Tools
Performance Vision
Strategy
Performance Vision
Multiply the gains.
Distribute the work,
Thank you!
Sarah: @sarahddubs
Michelle: @micvu

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