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HOWEVERFIMOVEDFROMNO
AUTOMATIONTOCONTINUOUS
TESTGENERATIONIN9MONTHS
GREG SNEHA
ABOUTUS
@GREGSYPOLT IN/GREGSYPOLT GSYPOLT.GITHUB.IO
GREG SYPOLT


VICE PRESIDENT OF QUALITY ENGINEERING
SNEHA VISWALINGAM


DIRECTOR OF QUALITY ENGINEERING
@SVISWALINGAM IN/SNEHAVISWALINGAM CODEHERSTORIES
•Like everything, we have to start at the base to drive positive
change early on. Understand our testing problem.


•How do we build for the future with model-based testing?
How we modeled the system to increase our quality
coverage.


•The technologies driving the transformation. Learn how we
are auto-generating Cypress.io test code and Applitools
visual assertions from Curiosity Software model-based
testing tool solution.


•It's a journey; we are always thinking about how to become
more e
ff
icient, faster, and not the bottleneck.
KEYTAKEAWAYS
QUALITYEVOLUTION
THE FUTURE
Targeted Generation


Cache Generated Tests


Improved Branch Strategy


Video and Audio Assertions


Innovation Never Stops


BEGINNING
It calls for change, we are
committed to answering it by
introducing model-based
testing. So we started the journey
so that we could remove manual
testing for 100+ courses with
model-based testing.
MONTH
6 MONTHS
Innovation (Test Generator CLI) and
Best Practices
HOURS
3 MONTHS
Utilizing test generation algorithms
will recreate the entire system from
a collection of models to generate
Cypress and Applitools test code
from those visual flowchart models. 
WEEKS
9 MONTHS
Innovation (Model Course
Generation CLI)


52 courses are automated by
generating test code with seconds.
SECONDS
WHYMODELBASEDTESTING
SETOFPAINPOINTS
•Traditional testing methods


•Not all sections of the page tested  


•Not all permutations and combinations of the course were tested


•Need to make tests re-usable


•Quick learning time for folks from non-coding background  


•Front end testing is fragile


•Ambiguous test cases
Model-Based Testing
FUTURESOLUTION
WHATISMODEL-BASEDTESTING(MBT)?
• A model is a description of a system
behavior (input sequences, actions,
conditions, output, etc.)


• Reusable, only de
f
ined once as
digital twin of the system behavior


• Your quality coverage of the system
is documented


• Test scripts automatically generated
once the models are ready. 
Model System
Executable


Tests
Is a partial description of
Generation Run tests
TECHNOLOGIESDRIVINGTHECHANGE
WHYMBT WASTHEBESTCHOICEFOREVERFI
OtherForms
• In a common test script, you would
write a test closure (describe , it),
with a series of
f
ixed commands and
assertions, that makeup scenarios.


• Using page object model typically
leads to duplication.


• Copy and paste.
Model-BasedTesting
• Software behavior speci
f
ied once


• Lower maintenance


• 1:1 relationship between model and web component


• Easier to develop and maintain


• Very high coverage


• Everything inside your model is validated


• Test code from test to test are similar; beforeEach / afterEach hooks and it’s a collection
of reusable functions


• Requires a shift in mindset and culture


• More up front effort and steep learning curve


• Maximizes coverage with the least number of tests. The manual calculation is less
ef
f
icient and less accurate than MBT options.
THETECHNOLOGIESDRIVINGALEARNINGTRANSFORMATION
TESTMODELLER
MODELGENERATION


FUNCTIONS


REUSABLEOBJECTS


USERFLOW


TESTGENERATION


CODETEMPLATE


GENERATIONALGORITHMS


TESTCODEARTIFACT


CYPRESS
CYPRESSTEMPLATE


GENERATEDTESTCODE


LOCALANDCIEXECUTION


PARALLELISM


TESTRESULTDASHBOARD


GITHUBINTEGRATION


APPLITOOLS
ULTRAFASTGRID


TESTRESULTDASHBOARD


VISUALASSERTIONS


SOURCEOFTRUTH


CROSSDEVICETESTING


RESOLUTIONVALIDATION


GITHUBINTEGRATION


STORYBOOKTESTING


SLACKINTEGRATION


GITHUBINTEGRATION
CIRCLECI
TESTINGGRID


CYPRESSINTEGRATION


CONTINUOUSTESTING


TRIGGERS
COMPONENTTESTGENERATION
Test Modeller Test Engine
JS
Keyboard
JS
A11y
JS
Visual
JS
Mouse
M K A V
M K A V
M K A V
Parallelism: 12
V
V
V
V
V
V
V V
V V
V V
Chrome 1024x768
Chrome 764x768
Safari 1024x768
Safari 764x768
JS
Template
Button
Accordion
Carousel
Course Modeled


Components
Modello
COURSETESTGENERATION
Button
Accordion
Carousel
Video
Applitools
80+ Components
Test Generation Sequences
Page 1 Page 2 Page 3 Page 4 Page 5
Page 1 Page 2 Page 3 Page 4
Test Modeller
CLOSERLOOKATMODELCODE
  
const numberOfSlides = Cypress.$('.slick-dots > li').length;
    for(var i = 0; i < numberOfSlides-1; i++){
        cy.get(`#hp-${i+1}`).click();
                
        if (Cypress.env('APPLITOOLS_ENABLED')) {            
            cy.eyesOpen({                                   
                testName: [testName] + ` ${i}`,             
            });                                             
            cy.eyesCheckWindow({                            
                target:'window',                            
                fully: true,                                
            });                                             
            cy.eyesClose();                                 
        }                                                   
cy.get("BUTTON[aria-label='Next']").click();
    }
    cy.get(`#hp-${numberOfSlides}`).click();
    
    if (Cypress.env('APPLITOOLS_ENABLED')) {                
        cy.eyesOpen({                                       
            testName: [testName] + ` ${numberOfSlides}`,    
        });                                                 
     cy.eyesCheckWindow({                                
            target:'window',                                
            fully: true,                                    
        });                                                 
        cy.eyesClose();                                     
    }                                                               
                                          
Carousel
Button
Modeling Course Page
CLOSERLOOKATMODELCODE
 
cy.get([selector]).click({timeout:[set_timeout]});
Carousel
Button
Modeling Course Page
DASHBOARD(CYPRESS)
DEMO VIDEO
DASHBOARD(APPLITOOLS)
DEMO VIDEO
TAKINGACLOSERVIEWATTEST
MODELLER
MANUALLYGENERATECOURSEMODEL
DEMO VIDEO
HOWCANWEMAKETHISBETTER?
•Large set of courses to generate automation


•Course map changes 


•Course automation maintenance 


•Understanding all the reusable models and
f
iguring out where they are
located in the Test Modeler


•How can we shift left
INTRODUCTIONTOANEW
IN-HOUSESOLUTION
MODELLO
AUTO-GENERATECOURSE
MODELSFROMCOURSE
SCHEMAMAP


TESTGENERATORAPI
HOWEVERFISCALESCOURSE
DEVELOPMENT
FORGE-CONTENTMANAGEMENTSYSTEM
DEMO VIDEO
HOWMODELLOWORKS


ENDTOEND
BUILDANDTESTCOURSEWORKFLOW
COURSE ARTIFACT TEST ENGINE UI TEST VISUAL TEST
TESTING GRID
MODELLO
M odello
COURSE BUILDER
MODELLO
Parse and Transform to


Data Structures
Recurse through the
course structures
Course Pages iterated
to create models for
each page
Sequential Map of
Pages and Blocks
GENERATECOURSEMODEL
DEMO VIDEO
INCREASEDPRODUCTIVITYWITH
MODELLO
DATAPOINTSALONGOURJOURNEY
Number of
Courses
Speed of Modeling
System
Quality Coverage
Accelerated
Transformation
Shift Left
Boosted
Productivity
Collaboration
Quality of Delivery
Cost Savings
THEFUTUREOFTESTGENERATIONAT
EVERFI
THEFUTUREOFEVOLUTION
Targeted Generation Cache Generated Tests Improved Branching Strategy Explore Video and Audio Assertions
CREDITS,WHOMADEALLTHISHAPPEN
Other Credits
IMAGES by unsplash.com


LOGOS by
f
latiron.com


Engineering and Product Teams
dell
M
Scott Gunther


Chris Barnes


Subarna Karki


Mosab Nazli


Mark Nalbach 


Jennifer Maki


James Moten 


Usman Raja 


Pallavi Pandey


Juan Pablo Durante


Sam Black


Indu Rajasekaran


Yoli Roca


Sneha Viswalingam


Greg Sypolt
Event Sponsors
@GREGSYPOLT IN/GREGSYPOLT GSYPOLT.GITHUB.IO
GREG SYPOLT


VICE PRESIDENT OF QUALITY ENGINEERING
SNEHA VISWALINGAM


DIRECTOR OF QUALITY ENGINEERING
@SVISWALINGAM IN/SNEHAVISWALINGAM CODEHERSTORIES

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