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Feedback based
evolutionary design
Graham Brooks
gbrooks@thoughtworks.com
Twitter: @grahamcbrooks
Blog: http://www.grahambrooks.com/blog
InfoQ.com: News & Community Site
• 750,000 unique visitors/month
• Published in 4 languages (English, Chinese, Japanese and Brazilian
Portuguese)
• Post content from our QCon conferences
• News 15-20 / week
• Articles 3-4 / week
• Presentations (videos) 12-15 / week
• Interviews 2-3 / week
• Books 1 / month
Watch the video with slide
synchronization on InfoQ.com!
http://www.infoq.com/presentations
/feedback-continuous-delivery
Presented at QCon New York
www.qconnewyork.com
Purpose of QCon
- to empower software development by facilitating the spread of
knowledge and innovation
Strategy
- practitioner-driven conference designed for YOU: influencers of
change and innovation in your teams
- speakers and topics driving the evolution and innovation
- connecting and catalyzing the influencers and innovators
Highlights
- attended by more than 12,000 delegates since 2007
- held in 9 cities worldwide
Design
90’s
UML and 4GL
is Design
Design Build Test
Design Build Test
Requirement Specifications
Architecture
Design
Detailed design
Modeling
Write
Code
Design!
Design TestDesign Design
Build Build Build
If code is the design
• Automated
• Fast
• Synchronized
• Measurable
Design Design Design Design
Build
Test
Build
Test
Build
Test
Build
Test
Design Design Design Design
Build
Test
Release
Build
Test
Release
Build
Test
Release
Build
Tes
R
Design Design Design Design
Time
Design Fragmentation
Report Management
Data Store
Customers
Analysts
CMS
Web Application
CMIS Store
Sales F
For Ide
ManageHTML Reports
Immutable Store
Data cleaning & View
Generation
Data
Data Administration
Just one more thing...
Design Design Design Design
Empirical Design
Feedback
Evaluating a build is
evaluating the design
The trick is knowing what to evaluate
Feedback
Feedback system
A B
Feedback system
A BComponent
Feedback system
A BComponent
BComponent
Component
Feedback system
A BComponent
BComponent
Component
√
7,000 request/s
Reinforcing feedback
• Positive Feedback
• Green Tests
• Simpler - Lower complexity
• Faster - Lower latency
• Cleaner - Lower coupling
Disruptive feedback
• Negative Feedback
• Failed Tests
• Complex - higher complexity
• Slower - Higher latency
• Dirty - High coupling
Why??!!
Good Feedback
• Fast
• Deterministic
• In Context
• Value degrades
• Small in number
• Static analysis
• Operational analysis
• Runtime
Automated functional
tests are
not enough
Measurements are
contextual
Internal Web App Algorithmic TradingPerformance
Monthly reports Social NetworkingAvailability
Single server Distributed devicesConsistency
Rebuild StartupResponsive
Too much feedback
Judgement
Total toxicity 7524
Bad
!!!!!
Antipatterns
• Test cases with no asserts to improve
coverage
• Classes with shared responsibilities to
reduce class/method length
• Averages - fixing problems makes the
average worse
• Javascript load order in the browser
significantly impacting user perceptions
Competing business drivers
• Javascript load order in the browser
significantly impacting user perceptions
• Advertising stakeholder - wants display
advertising to always load and load early
Competing business drivers
• Javascript load order in the browser
significantly impacting user perceptions
• Advertising stakeholder - wants display
advertising to always load and load early
• Business owner wants content to always
load and advertising to be optimistic
Competing business drivers
Rework
Competing business drivers
Acceptance Test
Competing business drivers
access.log
Design
Countermeasures
• Double over the wire encryption
• Encapsulation
• Microtype sensitive information
• Obfuscation
• String - byte or encrypted
Operational Change
100 1 2 3 4 5 6 7 8 9
10
0
1
2
3
4
5
6
7
8
9
Day
Latency100ms
Lifesaver
Incorporating Feedback
• Continuous (Integration) Delivery pipeline
• Static code analysis
• Load evaluations
• System Interaction analysis
• Security analysis
Humans
ThankYou
Graham Brooks
gbrooks@thoughtworks.com
Twitter: @grahamcbrooks
Blog: http://www.grahambrooks.com/blog
ReBar
• http://www.developerdotstar.com/mag/
articles/reeves_design.html

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Feedback-based Evolutionary Design