Parasoft Copyright © 2016 1
2016-11-23
Evolving from Automated to
Continuous Testing
Better Software 2016 - Orlando
Parasoft Copyright © 2016 22
Intro
Arthur Hicken is Chief Evangelist at Parasoft
where he has been involved in automating
various software development and testing
practices for over 20 years. He has worked
on projects including cybersecurity,
database development, the software
development lifecycle, web publishing and
monitoring, and integration with legacy
systems and maintains the IoT Hall-of-
Shame http://bit.ly/iotshame
Follow him @codecurmudgeon
Blog: http://codecurmudgeon.com
Web: http://parasoft.com
Parasoft Copyright © 2016 33
Agenda
Today’s Challenges
What IS Continuous?
Barriers
Best practices
Role of automation
Role of static analysis!?
Parasoft Copyright © 2016 44
Normal Situation
 Pressure to deliver software quickly
 Pressure to reduce defect rate
 Late stage “bug-hunting”
 No time for error prevention
 Quality can be rushed
 Security is forgotten
Parasoft Copyright © 2016 55
Parasoft Copyright © 2016 66
How to you know a build is successful?
 When it compiles?
 When all unit-tests have run?
 When the right coverage goal is achieved?
 When the right % of test failures occurs?
 When it’s deployed?
Parasoft Copyright © 2016 77
Continuous
 Build, Integration, Testing, Release, Delivery,
Deployment
 Builds on and enables DevOps
 High dependency on automation:
 processes
 assessment
 decisions
Parasoft Copyright © 2016 88
Feature
Release
Business Stakeholder Developer Customer Support
Continuous Testing is Beyond Automation
Software
Feature
Continuous measurements mean continuous refinement of the process
Real-time feedback from
Objective assessment and go/no go
Defects are eliminated at the point
that they are easiest to fix
Business Stakeholder Developer Customer Support
Quality gates: Organizations can automatically promote software
through quality gates when business expectations have been met
Parasoft Copyright © 2016 99
Challenges of Continuous
 Tests must produce binary decision go/no-go
 Reuse unit test and functional tests from dev
to QA
 High level of automation
 Requires disciplined mature process
 Testing must automatically answer
 Is it stable
 Will it do what it’s supposed to do
Parasoft Copyright © 2016 1010
Importance of Testing
 How do you know when you're done?
 How do you know if a fix for a minor bug
broke a major function of the system?
 How can the system evolve into something
more than is currently envisioned?
 Testing, both unit and functional, needs to be
an integrated part of the development
process.
Parasoft Copyright © 2016 1111
Continuous Delivery
Continuous Integration
Delivery
Team
Version
Control
Build &
Unit Test
Automated
Acceptance
Tests
User
Acceptance
Tests
Release
Check In Trigger
Trigger Trigger
TriggerTrigger
Approval Approval
Check In
Check In
Feedback
Feedback
Continuous Deployment
Production
Business
Continuous *
Parasoft Copyright © 2016 1212
Elements of Continuous Testing
Continuous Testing re-positions the question from “are you done testing?”
to “is the level of risk understood and accepted?”
Continuous
Testing
Risk
Assessment
Policy
Analysis
Requirements
Traceability
Test
Environment
Access
Test
Optimization
Advanced
Analysis
Ensure access to complete
test environments
Automate defect prevention and
Policy measurement
Expand test coverage and
measure test effectiveness
Define actionable
practices
Connect functional with
non-functional requirements
Process improvement
opportunities
Parasoft Copyright © 2016 1313
Prerequisites
Tools
• Version control
• Build server
• Deployment server
• CI tools
• Automation tools (test, etc)
Process
• Commit/update often (each change)
• Always create tests (pass and fail)
• Test regularly
• Run regularly
Parasoft Copyright © 2016 1414
Continuous Testing
 Tests are logically
componentized
 Tests correlated with
business requirements
 Tests are incremental
 Tests are repeatable
 Tests are deterministic
 Tests are maintainable
in a process
 A process that is
prescriptive based on
test results
Parasoft Copyright © 2016 1515
Penetration of Automated Testing Practices
Aggregated from analyst research: Gartner, Forrester, voke, IDC, Ovum for enterprise IT (embedded market eliminated)
Practice Penetration Opportunities
Static Analysis 16 –38% • Business/Risk driven models
• Process enabled
Unit Testing 15 – 32% • Workflow
• Test optimization
• Deterministic tests
Peer Review ~ 26% • Integrated results
• Contextual review
• Compliance triggers
API Testing 12 – 21% • 2nd lowest penetration
• Regression models
Load Testing 32 – 49% • Smoke testing
• Continuous
Service Virtualization 9 - 16% • Green field
• Process enabler
• ROI is a NO-Brainer!
Parasoft Copyright © 2016 1616
Continuous needs
Proper infrastructure
A binary definition of “done”
Reliable quality gates
Extreme automation
Parasoft Copyright © 2016 1717
Infrastructure
 Real requirements system
 Flexible developer level project/scrum
management system
 Automated build/testing system
 Data collection that can answer
 Is it done?
 When will it BE done?
 Is it good enough to release
Parasoft Copyright © 2016 1818
Defining Done
 Are requirements coded?
 Do tests exist for the requirements and code?
 Are the tests passing
 To your satisfaction (often not 100%)
 Will the tests be enough?
Parasoft Copyright © 2016 1919
Delivery is Part of Software
 Delivery is an important part of software too
 Development and Test need access to
production-like systems
 Deployment has to be repeatable and reliable
 Quality must be validated (measured)
Parasoft Copyright © 2016 2020
Defining Quality
• Consistent
• Repeatable
• Meaningful
Automated objective measure
• Unit tests
• Functional tests
• Regressions tests
• Static analysis
Made up of
Parasoft Copyright © 2016 2121
Effective Continuous Testing
 Avoid manual end-to-end testing
 Invest more into automated tests at
component
 Follow testing pyramid rules
 Measure:
 test results
 test effectiveness
 Determine:
 Risk
Parasoft Copyright © 2016 2222
How to do it better ?
 Give absolute priority to automated tests
 Invest time into designing interfaces (API)
 Use API (service) testing tools to cover
interfaces
 Measure the quality of the test
Parasoft Copyright © 2016 2323
How Can Static Analysis Help?
Coding standards
Quality gate (bug detection)
Prevention
Parasoft Copyright © 2016 2424
Bug Gates
 Binary Decisions
 No “bugs”
 No “critical” static analysis findings
Parasoft Copyright © 2016 2525
Quotable Quotes
 An ounce of prevention is worth a pound of
cure. – Benjamin Franklin
 Cease dependence on inspection to achieve
quality. Eliminate the need for inspection on a
mass basis by building quality into the product
in the first place. – Deming
 Simply finding bugs with static analysis isn’t
enough.
 Avoid risky behavior
Parasoft Copyright © 2016 2626
Fix or Prevent
Parasoft Copyright © 2016 2727
Static Analysis Continuous Feedback Loop
Identify
Error
Isolate
Root Cause
Fix
New Rule
to Prevent
Monitor
 Code review
 Regression
 QA
 Field bugs
Parasoft Copyright © 2016 2828
Choosing rules
Things
happening in
the field
Things you
worry will
happen
Things
happening in
the news
Standards you
must comply
with
Parasoft Copyright © 2016 2929
Main Points for Today
 We must define “all” quality expectations upfront
 We must change the primary goal of testing
 We must accept that testing is only a task in the
quality process
 We must be able to measure trust of the process
 We must automate breaking the application
Parasoft Copyright © 2016 3030
Re-Inventing the SDLC
The evolution of the software development lifecycle over the
past 5 years is forcing the transformation of software testing
Transformation Business Impact
• “Digital Industrial Revolution”
makes all a software company
• Trend toward Dev/Test insourcing as
competitive advantage is via software
• Strong adoption of “agile”
development practices
• Forces more technical testing, early.
Agile is forcing “shift-left”
• DevOps is applying lean practices
to SDLC
• DevOps is exposing 20 years of process
barriers protected by silos and culture
• Cloud has disrupted traditional
SDLC and is driving down costs
• Switching costs associated with
applications at an all time low
• Business risk associated with
software failure at an all time high
• Public companies lose an average of
$2.5 Bn in market cap on the day of
the announcement
Parasoft Copyright © 2016 3131
DevOps is Continuous Improvement
Speeding up the conveyor belt does not yield better results…
Modern DevOps must embrace systematic process improvement—
Focused on testing
Parasoft Copyright © 2016 3232
How to Achieve Quality @ Speed
 Business risks drive quality
activities
 Teams collaborate on risk
definition
 All team members trained on
risks
 Acceptance criteria visible and
measured
 DevTest team activities
prioritized per risk definition
 Results of quality activities are
visible and translated for all
levels of business
Parasoft Copyright © 2016 3333
Survey on Non-Functional Requirements
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Waterfall
Hybrid
Iterative
Agile
Agile-ish
“Yes” My Team Monitors Compliance to
NON-Functional Requirements (NFRs)
34%
58%
Parasoft Copyright © 2016 3434
From Automated to Continuous
Parasoft Copyright © 2016 3535
Continuous Testing Mitigates Business Risk
Why Continuous
Testing?
Systematic, centralized
decision making to factor
business risk into SDLC
Safety net to allow
developers to bring
innovations to market faster
…and automation to break
the application
A feedback system for better trade-off
decisions between release scope,
time and quality
Parasoft Copyright © 2016 3636
Enabling Technologies
 Stubs
 Service Virtualization
 API testing
 Test data management
 Environment management
 Self-service test environments
Parasoft Copyright © 2016 3737
How to do it better ?
 Use service virtualization to improve testing
automation
 Isolate at the message layer
 Simulate functional scenarios and performance
conditions
Parasoft Copyright © 2016 3838
The Test Environment Challenge
Test environment access is outside the control of development and test leaving gaps in the
process
IT Operations
Parallel development
delays… Need simple,
realistic access to
dependent components…
Too much time
waiting for access…Need
reliable test data
Need a realistic test
environment easy to
maintain
Scheduling
Configuration
Access Limits
Dependent
Applications
Staged Assets
3rd Party Assets Virtual
Environments
Hyper Visor
App App App
Parasoft Copyright © 2016 3939
The Test Environment Challenge
Test environment access is outside the control of development and test leaving gaps in the
process
IT Operations
Scheduling
Configuration
Access Limits
Dependent
Applications
Staged Assets
3rd Party Assets Virtual
Environments
Hyper Visor
App App App
Create, Manage, Provision
Parasoft Copyright © 2016 4040
 The Challenge
 Multiple teams using the same test database
 Teams not respecting data integrity & others test data records
 Regression tests consistently failing. Takes >1 hour to determine that it
was due to “data changes”.
 “Real problems” were getting lost in the noise
Shared
Database
Eliminated 83% of configuration time for a
major telecom company
Test data management for complex transactions
✔
✖
✖
Parasoft Copyright © 2016 4141
 The Solution
 Setup Virtual Assets to model the SQL queries and use API testing tool
to manage automated nightly regressions against both virtual assets
and live systems
 The Business Benefit
 Test teams able to focus on ‘real regressions’ and separate out data
integrity issues from functional test failure
Virtual
Asset
Virtual
Asset
Virtual
Asset
✔
✔
✔
Eliminated 83% of configuration time for a
major telecom company
Parasoft Copyright © 2016 4242
Reduced wait time for test team by 60% for a
major media conglomerate
 The Challenge
 Large agile development effort to adopt Service Oriented Architecture (SOA)
 High risk project but the Test team “stuck waiting for the first build”
 Development of functionality was not easy to coordinate as different teams
had different schedules; not all finished at the same time
Agile/Parallel development limited by system dependencies
Iteration
Iteration
Iteration
Team A
Team B
Team C
Iteration Iteration
Iteration Iteration Iteration
Iteration Iteration
Current
Development/Testing
dependencies
Parasoft Copyright © 2016 4343
 The Solution
 Use descriptions of the new services (WSDL, XSD, example JSON payloads) to
build Virtual assets prototyping the new functionality.
 Test team builds tests with against the prototypes with API testing tool and the
independent development tests use the prototypes to perform early stage
Integration Testing
 The Business Benefits
 Met business goals and timelines, were able to test functionality “as soon as”
it was available. Practiced TDD against prototypes to get a head-start on ‘full
system testing’
Iteration
Iteration
Iteration
Team A
Team B
Team C
Iteration Iteration
Iteration Iteration Iteration
Iteration Iteration
✔✖✔✖✔✖
Reduced wait time for test team by 60% for a
major media conglomerate
Parasoft Copyright © 2016 4444
Summary
 Continuous * requires mature infrastructure
and process
 Quality gates must produce a binary answer
 Automation is everything
 Policy is critical, because automation is critical
 Static analysis gets you to the gate
Parasoft Copyright © 2016 4545
 Web
 http://www.parasoft.com
 IoT Hall-of-Shame
 http://bit.ly/iotshame
 Blog
 http://alm.parasoft.com
 http://codecurmudgeon.com
 Book:
 http://alm.parasoft.com/continuoustestingbook

Better Software East 2016: Evolving Automated to Continuous

  • 1.
    Parasoft Copyright ©2016 1 2016-11-23 Evolving from Automated to Continuous Testing Better Software 2016 - Orlando
  • 2.
    Parasoft Copyright ©2016 22 Intro Arthur Hicken is Chief Evangelist at Parasoft where he has been involved in automating various software development and testing practices for over 20 years. He has worked on projects including cybersecurity, database development, the software development lifecycle, web publishing and monitoring, and integration with legacy systems and maintains the IoT Hall-of- Shame http://bit.ly/iotshame Follow him @codecurmudgeon Blog: http://codecurmudgeon.com Web: http://parasoft.com
  • 3.
    Parasoft Copyright ©2016 33 Agenda Today’s Challenges What IS Continuous? Barriers Best practices Role of automation Role of static analysis!?
  • 4.
    Parasoft Copyright ©2016 44 Normal Situation  Pressure to deliver software quickly  Pressure to reduce defect rate  Late stage “bug-hunting”  No time for error prevention  Quality can be rushed  Security is forgotten
  • 5.
  • 6.
    Parasoft Copyright ©2016 66 How to you know a build is successful?  When it compiles?  When all unit-tests have run?  When the right coverage goal is achieved?  When the right % of test failures occurs?  When it’s deployed?
  • 7.
    Parasoft Copyright ©2016 77 Continuous  Build, Integration, Testing, Release, Delivery, Deployment  Builds on and enables DevOps  High dependency on automation:  processes  assessment  decisions
  • 8.
    Parasoft Copyright ©2016 88 Feature Release Business Stakeholder Developer Customer Support Continuous Testing is Beyond Automation Software Feature Continuous measurements mean continuous refinement of the process Real-time feedback from Objective assessment and go/no go Defects are eliminated at the point that they are easiest to fix Business Stakeholder Developer Customer Support Quality gates: Organizations can automatically promote software through quality gates when business expectations have been met
  • 9.
    Parasoft Copyright ©2016 99 Challenges of Continuous  Tests must produce binary decision go/no-go  Reuse unit test and functional tests from dev to QA  High level of automation  Requires disciplined mature process  Testing must automatically answer  Is it stable  Will it do what it’s supposed to do
  • 10.
    Parasoft Copyright ©2016 1010 Importance of Testing  How do you know when you're done?  How do you know if a fix for a minor bug broke a major function of the system?  How can the system evolve into something more than is currently envisioned?  Testing, both unit and functional, needs to be an integrated part of the development process.
  • 11.
    Parasoft Copyright ©2016 1111 Continuous Delivery Continuous Integration Delivery Team Version Control Build & Unit Test Automated Acceptance Tests User Acceptance Tests Release Check In Trigger Trigger Trigger TriggerTrigger Approval Approval Check In Check In Feedback Feedback Continuous Deployment Production Business Continuous *
  • 12.
    Parasoft Copyright ©2016 1212 Elements of Continuous Testing Continuous Testing re-positions the question from “are you done testing?” to “is the level of risk understood and accepted?” Continuous Testing Risk Assessment Policy Analysis Requirements Traceability Test Environment Access Test Optimization Advanced Analysis Ensure access to complete test environments Automate defect prevention and Policy measurement Expand test coverage and measure test effectiveness Define actionable practices Connect functional with non-functional requirements Process improvement opportunities
  • 13.
    Parasoft Copyright ©2016 1313 Prerequisites Tools • Version control • Build server • Deployment server • CI tools • Automation tools (test, etc) Process • Commit/update often (each change) • Always create tests (pass and fail) • Test regularly • Run regularly
  • 14.
    Parasoft Copyright ©2016 1414 Continuous Testing  Tests are logically componentized  Tests correlated with business requirements  Tests are incremental  Tests are repeatable  Tests are deterministic  Tests are maintainable in a process  A process that is prescriptive based on test results
  • 15.
    Parasoft Copyright ©2016 1515 Penetration of Automated Testing Practices Aggregated from analyst research: Gartner, Forrester, voke, IDC, Ovum for enterprise IT (embedded market eliminated) Practice Penetration Opportunities Static Analysis 16 –38% • Business/Risk driven models • Process enabled Unit Testing 15 – 32% • Workflow • Test optimization • Deterministic tests Peer Review ~ 26% • Integrated results • Contextual review • Compliance triggers API Testing 12 – 21% • 2nd lowest penetration • Regression models Load Testing 32 – 49% • Smoke testing • Continuous Service Virtualization 9 - 16% • Green field • Process enabler • ROI is a NO-Brainer!
  • 16.
    Parasoft Copyright ©2016 1616 Continuous needs Proper infrastructure A binary definition of “done” Reliable quality gates Extreme automation
  • 17.
    Parasoft Copyright ©2016 1717 Infrastructure  Real requirements system  Flexible developer level project/scrum management system  Automated build/testing system  Data collection that can answer  Is it done?  When will it BE done?  Is it good enough to release
  • 18.
    Parasoft Copyright ©2016 1818 Defining Done  Are requirements coded?  Do tests exist for the requirements and code?  Are the tests passing  To your satisfaction (often not 100%)  Will the tests be enough?
  • 19.
    Parasoft Copyright ©2016 1919 Delivery is Part of Software  Delivery is an important part of software too  Development and Test need access to production-like systems  Deployment has to be repeatable and reliable  Quality must be validated (measured)
  • 20.
    Parasoft Copyright ©2016 2020 Defining Quality • Consistent • Repeatable • Meaningful Automated objective measure • Unit tests • Functional tests • Regressions tests • Static analysis Made up of
  • 21.
    Parasoft Copyright ©2016 2121 Effective Continuous Testing  Avoid manual end-to-end testing  Invest more into automated tests at component  Follow testing pyramid rules  Measure:  test results  test effectiveness  Determine:  Risk
  • 22.
    Parasoft Copyright ©2016 2222 How to do it better ?  Give absolute priority to automated tests  Invest time into designing interfaces (API)  Use API (service) testing tools to cover interfaces  Measure the quality of the test
  • 23.
    Parasoft Copyright ©2016 2323 How Can Static Analysis Help? Coding standards Quality gate (bug detection) Prevention
  • 24.
    Parasoft Copyright ©2016 2424 Bug Gates  Binary Decisions  No “bugs”  No “critical” static analysis findings
  • 25.
    Parasoft Copyright ©2016 2525 Quotable Quotes  An ounce of prevention is worth a pound of cure. – Benjamin Franklin  Cease dependence on inspection to achieve quality. Eliminate the need for inspection on a mass basis by building quality into the product in the first place. – Deming  Simply finding bugs with static analysis isn’t enough.  Avoid risky behavior
  • 26.
    Parasoft Copyright ©2016 2626 Fix or Prevent
  • 27.
    Parasoft Copyright ©2016 2727 Static Analysis Continuous Feedback Loop Identify Error Isolate Root Cause Fix New Rule to Prevent Monitor  Code review  Regression  QA  Field bugs
  • 28.
    Parasoft Copyright ©2016 2828 Choosing rules Things happening in the field Things you worry will happen Things happening in the news Standards you must comply with
  • 29.
    Parasoft Copyright ©2016 2929 Main Points for Today  We must define “all” quality expectations upfront  We must change the primary goal of testing  We must accept that testing is only a task in the quality process  We must be able to measure trust of the process  We must automate breaking the application
  • 30.
    Parasoft Copyright ©2016 3030 Re-Inventing the SDLC The evolution of the software development lifecycle over the past 5 years is forcing the transformation of software testing Transformation Business Impact • “Digital Industrial Revolution” makes all a software company • Trend toward Dev/Test insourcing as competitive advantage is via software • Strong adoption of “agile” development practices • Forces more technical testing, early. Agile is forcing “shift-left” • DevOps is applying lean practices to SDLC • DevOps is exposing 20 years of process barriers protected by silos and culture • Cloud has disrupted traditional SDLC and is driving down costs • Switching costs associated with applications at an all time low • Business risk associated with software failure at an all time high • Public companies lose an average of $2.5 Bn in market cap on the day of the announcement
  • 31.
    Parasoft Copyright ©2016 3131 DevOps is Continuous Improvement Speeding up the conveyor belt does not yield better results… Modern DevOps must embrace systematic process improvement— Focused on testing
  • 32.
    Parasoft Copyright ©2016 3232 How to Achieve Quality @ Speed  Business risks drive quality activities  Teams collaborate on risk definition  All team members trained on risks  Acceptance criteria visible and measured  DevTest team activities prioritized per risk definition  Results of quality activities are visible and translated for all levels of business
  • 33.
    Parasoft Copyright ©2016 3333 Survey on Non-Functional Requirements 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Waterfall Hybrid Iterative Agile Agile-ish “Yes” My Team Monitors Compliance to NON-Functional Requirements (NFRs) 34% 58%
  • 34.
    Parasoft Copyright ©2016 3434 From Automated to Continuous
  • 35.
    Parasoft Copyright ©2016 3535 Continuous Testing Mitigates Business Risk Why Continuous Testing? Systematic, centralized decision making to factor business risk into SDLC Safety net to allow developers to bring innovations to market faster …and automation to break the application A feedback system for better trade-off decisions between release scope, time and quality
  • 36.
    Parasoft Copyright ©2016 3636 Enabling Technologies  Stubs  Service Virtualization  API testing  Test data management  Environment management  Self-service test environments
  • 37.
    Parasoft Copyright ©2016 3737 How to do it better ?  Use service virtualization to improve testing automation  Isolate at the message layer  Simulate functional scenarios and performance conditions
  • 38.
    Parasoft Copyright ©2016 3838 The Test Environment Challenge Test environment access is outside the control of development and test leaving gaps in the process IT Operations Parallel development delays… Need simple, realistic access to dependent components… Too much time waiting for access…Need reliable test data Need a realistic test environment easy to maintain Scheduling Configuration Access Limits Dependent Applications Staged Assets 3rd Party Assets Virtual Environments Hyper Visor App App App
  • 39.
    Parasoft Copyright ©2016 3939 The Test Environment Challenge Test environment access is outside the control of development and test leaving gaps in the process IT Operations Scheduling Configuration Access Limits Dependent Applications Staged Assets 3rd Party Assets Virtual Environments Hyper Visor App App App Create, Manage, Provision
  • 40.
    Parasoft Copyright ©2016 4040  The Challenge  Multiple teams using the same test database  Teams not respecting data integrity & others test data records  Regression tests consistently failing. Takes >1 hour to determine that it was due to “data changes”.  “Real problems” were getting lost in the noise Shared Database Eliminated 83% of configuration time for a major telecom company Test data management for complex transactions ✔ ✖ ✖
  • 41.
    Parasoft Copyright ©2016 4141  The Solution  Setup Virtual Assets to model the SQL queries and use API testing tool to manage automated nightly regressions against both virtual assets and live systems  The Business Benefit  Test teams able to focus on ‘real regressions’ and separate out data integrity issues from functional test failure Virtual Asset Virtual Asset Virtual Asset ✔ ✔ ✔ Eliminated 83% of configuration time for a major telecom company
  • 42.
    Parasoft Copyright ©2016 4242 Reduced wait time for test team by 60% for a major media conglomerate  The Challenge  Large agile development effort to adopt Service Oriented Architecture (SOA)  High risk project but the Test team “stuck waiting for the first build”  Development of functionality was not easy to coordinate as different teams had different schedules; not all finished at the same time Agile/Parallel development limited by system dependencies Iteration Iteration Iteration Team A Team B Team C Iteration Iteration Iteration Iteration Iteration Iteration Iteration Current Development/Testing dependencies
  • 43.
    Parasoft Copyright ©2016 4343  The Solution  Use descriptions of the new services (WSDL, XSD, example JSON payloads) to build Virtual assets prototyping the new functionality.  Test team builds tests with against the prototypes with API testing tool and the independent development tests use the prototypes to perform early stage Integration Testing  The Business Benefits  Met business goals and timelines, were able to test functionality “as soon as” it was available. Practiced TDD against prototypes to get a head-start on ‘full system testing’ Iteration Iteration Iteration Team A Team B Team C Iteration Iteration Iteration Iteration Iteration Iteration Iteration ✔✖✔✖✔✖ Reduced wait time for test team by 60% for a major media conglomerate
  • 44.
    Parasoft Copyright ©2016 4444 Summary  Continuous * requires mature infrastructure and process  Quality gates must produce a binary answer  Automation is everything  Policy is critical, because automation is critical  Static analysis gets you to the gate
  • 45.
    Parasoft Copyright ©2016 4545  Web  http://www.parasoft.com  IoT Hall-of-Shame  http://bit.ly/iotshame  Blog  http://alm.parasoft.com  http://codecurmudgeon.com  Book:  http://alm.parasoft.com/continuoustestingbook