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What is quality, and how
do we build it in?
@maryamumar | @jezhumble | #DeliveryConf
Agenda
● Introduce Thought Machine
● How to get started with improving quality
● Selecting metrics
● Evolving metrics based on what we learn
@jezhumble
@maryamumar
TLDR
● Quality is subjective - what to focus on depends on many factors
● Start by creating a vision, selecting some metrics, and measuring
● What you measure will evolve, and will determine what teams work on
@jezhumble
@maryamumar
Please fix
Quality!
Clients are unhappy
Issues are found late
Releases are delayed
Team feels stressed
Common mistakes we have observed
● Stop work and build a comprehensive automated test suite
● Add new process and approvals to try and prevent escaped defects
● Create a new “quality” function which sits downstream of development
● Underinvestment in infrastructure and tools
@jezhumble
@maryamumar
Create a Plan
But where do you start?*
*Leading Quality - Ronald Cummings-John, Owais Peer
Vision Statement
As an <engineering team/customer>
When <there are any changes to production code>
Then <every merge to the codebase is releasable>
And <there are no known regressions in the system>
@maryamumar
Assuring Quality enables teams to drive
for customer satisfaction at a sustainable
pace.
Who are your Stakeholders?
● CEO/CTO
● Tech leads
● Testing team
● Incident Management
● Release Management
Questions to ask:
● How do you know quality was bad?
● Escaped defects?
● What’s your code coverage like?
● Do you have the right processes in place?
@maryamumar
Software Delivery Performance
@jezhumble https://cloud.google.com/devops/state-of-devops/
How to get better
https://bit.ly/dora-bfd@jezhumble
Areas to Improve
Releases Product Quality Process Quality
@maryamumar
Releases
- Create visibility landscape for releases
- Monitor issues found post-release vs pre-release
- How good is your regression cycle?
- Release notes
- Changes
- Known issues; when to expect fixes
- How easy is it to create deployables?
- How quickly can you deploy?
@jezhumble
@maryamumar
Product Quality
@jezhumble
@maryamumar
MTTG Build FailuresBuild Time Deploy Time
Average Time
in Status
PR Review PR commit rate
per Sprint
%age of Flaky
Tests
Ticket
Fluctuation
from QA to Dev
Test Coverage
Product Quality (contd.)
@jezhumble
@maryamumar
Defects found
in Sprint vs
Escaped
Defects
Team FeedbackDefects found
via Automation
via Exploratory
testing per
Feature
Bug resolution
time per
Severity level
Time from check-in to deployed in test environment
SATs vs Defects per Team
High trust culture
Westrum, “A Typology of Organizational Cultures” | http://bmj.co/1BRGh5q
how organizations process information
Psychological safety
“Wherever there is fear, you will get wrong figures”
— W Edwards Deming
@jezhumble
@maryamumar
https://rework.withgoogle.com/blog/five-keys-to-a-successful-google-team/
Culture of psychological safety
● Predicts software delivery performance
and organizational performance
● Implement by adopting continuous
delivery and lean product management
practices
@jezhumble
2018 State of DevOps Report: cloud.google.com/devops
SDO Performance
Trust
Software
Delivery
Performance
Availability
Organizational
Performance
Voice
Westrum organizational culture
Autonomy
Retrospectives
Climate for Learning
@jezhumble
How to make metrics safe
● Teams involved in creating vision
● Consult with teams when deciding what to measure
● Testing team makes quality visible
● Let teams set their own targets
● Regular retrospectives on what is being measured
@jezhumble
Conclusion
● Quality is subjective - what to focus on depends on many factors
● Start by creating a vision, selecting some metrics, and measuring
● What you measure will evolve, and will determine what teams work on
© 2020 Google LLC & Thought Machine Group Ltd
Parking lot
Continuous testing
● Continuously reviewing and improving test suites to better find defects and keep complexity and cost
under control
● Allowing testers to work alongside developers throughout the software development and delivery
process
● Performing manual test activities such as exploratory testing, usability testing, and acceptance testing
throughout the delivery process
● Having developers practice test-driven development by writing unit tests before writing production
code for all changes to the codebase
● Being able to get feedback from automated tests in less than ten minutes both on local workstations
and from a CI server
2018 State of DevOps Report | cloud.google.com/devops
Continuous delivery
The ability to get changes—features,
configuration changes, bug fixes,
experiments—into production or into the hands of
users safely and quickly in a sustainable way.
2018 State of DevOps Report | cloud.google.com/devops
Technical debt quadrant
https://martinfowler.com/bliki/TechnicalDebtQuadrant.html

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What is quality, and how do we build it in

  • 1. What is quality, and how do we build it in? @maryamumar | @jezhumble | #DeliveryConf
  • 2. Agenda ● Introduce Thought Machine ● How to get started with improving quality ● Selecting metrics ● Evolving metrics based on what we learn @jezhumble @maryamumar
  • 3. TLDR ● Quality is subjective - what to focus on depends on many factors ● Start by creating a vision, selecting some metrics, and measuring ● What you measure will evolve, and will determine what teams work on @jezhumble @maryamumar
  • 4. Please fix Quality! Clients are unhappy Issues are found late Releases are delayed Team feels stressed
  • 5.
  • 6. Common mistakes we have observed ● Stop work and build a comprehensive automated test suite ● Add new process and approvals to try and prevent escaped defects ● Create a new “quality” function which sits downstream of development ● Underinvestment in infrastructure and tools @jezhumble @maryamumar
  • 7. Create a Plan But where do you start?* *Leading Quality - Ronald Cummings-John, Owais Peer
  • 8. Vision Statement As an <engineering team/customer> When <there are any changes to production code> Then <every merge to the codebase is releasable> And <there are no known regressions in the system> @maryamumar
  • 9. Assuring Quality enables teams to drive for customer satisfaction at a sustainable pace.
  • 10. Who are your Stakeholders? ● CEO/CTO ● Tech leads ● Testing team ● Incident Management ● Release Management Questions to ask: ● How do you know quality was bad? ● Escaped defects? ● What’s your code coverage like? ● Do you have the right processes in place? @maryamumar
  • 11. Software Delivery Performance @jezhumble https://cloud.google.com/devops/state-of-devops/
  • 12. How to get better https://bit.ly/dora-bfd@jezhumble
  • 13. Areas to Improve Releases Product Quality Process Quality @maryamumar
  • 14. Releases - Create visibility landscape for releases - Monitor issues found post-release vs pre-release - How good is your regression cycle? - Release notes - Changes - Known issues; when to expect fixes - How easy is it to create deployables? - How quickly can you deploy? @jezhumble @maryamumar
  • 15.
  • 16. Product Quality @jezhumble @maryamumar MTTG Build FailuresBuild Time Deploy Time Average Time in Status PR Review PR commit rate per Sprint %age of Flaky Tests Ticket Fluctuation from QA to Dev Test Coverage
  • 17. Product Quality (contd.) @jezhumble @maryamumar Defects found in Sprint vs Escaped Defects Team FeedbackDefects found via Automation via Exploratory testing per Feature Bug resolution time per Severity level
  • 18.
  • 19.
  • 20. Time from check-in to deployed in test environment
  • 21. SATs vs Defects per Team
  • 22. High trust culture Westrum, “A Typology of Organizational Cultures” | http://bmj.co/1BRGh5q how organizations process information
  • 23. Psychological safety “Wherever there is fear, you will get wrong figures” — W Edwards Deming @jezhumble @maryamumar
  • 24. https://rework.withgoogle.com/blog/five-keys-to-a-successful-google-team/ Culture of psychological safety ● Predicts software delivery performance and organizational performance ● Implement by adopting continuous delivery and lean product management practices @jezhumble
  • 25. 2018 State of DevOps Report: cloud.google.com/devops SDO Performance Trust Software Delivery Performance Availability Organizational Performance Voice Westrum organizational culture Autonomy Retrospectives Climate for Learning @jezhumble
  • 26. How to make metrics safe ● Teams involved in creating vision ● Consult with teams when deciding what to measure ● Testing team makes quality visible ● Let teams set their own targets ● Regular retrospectives on what is being measured @jezhumble
  • 27. Conclusion ● Quality is subjective - what to focus on depends on many factors ● Start by creating a vision, selecting some metrics, and measuring ● What you measure will evolve, and will determine what teams work on © 2020 Google LLC & Thought Machine Group Ltd
  • 29. Continuous testing ● Continuously reviewing and improving test suites to better find defects and keep complexity and cost under control ● Allowing testers to work alongside developers throughout the software development and delivery process ● Performing manual test activities such as exploratory testing, usability testing, and acceptance testing throughout the delivery process ● Having developers practice test-driven development by writing unit tests before writing production code for all changes to the codebase ● Being able to get feedback from automated tests in less than ten minutes both on local workstations and from a CI server 2018 State of DevOps Report | cloud.google.com/devops
  • 30. Continuous delivery The ability to get changes—features, configuration changes, bug fixes, experiments—into production or into the hands of users safely and quickly in a sustainable way. 2018 State of DevOps Report | cloud.google.com/devops