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VARiEtY
The Spice of Life and the Secret to Scale
@catswetel #qconlondon
InfoQ.com: News & Community Site
Watch the video with slide
synchronization on InfoQ.com!
https://www.infoq.com/presentations/
variety-scale/
• Over 1,000,000 software developers, architects and CTOs read the site world-
wide every month
• 250,000 senior developers subscribe to our weekly newsletter
• Published in 4 languages (English, Chinese, Japanese and Brazilian
Portuguese)
• Post content from our QCon conferences
• 2 dedicated podcast channels: The InfoQ Podcast, with a focus on
Architecture and The Engineering Culture Podcast, with a focus on building
• 96 deep dives on innovative topics packed as downloadable emags and
minibooks
• Over 40 new content items per week
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
Presented at QCon London
www.qconlondon.com
What is scale?
@catswetel #qconlondon
“How things
change
with size”
“How a system
responds
when its size
changes”
Santa Fe
Institute
“How things
change
with size”
“How a system
responds
when it's size
changes”
Why are we trying to scale?
Not a rhetorical question
@catswetel #qconlondon
Why are we (on the culture track)
trying to scale?
What are we (on the culture track)
seeking to optimize?
@catswetel #qconlondon
idea!
idea! vs ecosystem
@catswetel
#qconlondon
Unit Cost
@catswetel #qconlondon
Unit Cost
Engagement
@catswetel #qconlondon
Unit Cost
Engagement
Differentiation
@catswetel #qconlondon
Supply Side
Economy of
Scale
Demand Side
Economy of
Scale
@catswetel #qconlondon
Low Variety
High Variety
@catswetel #qconlondon
Low Variety
High Variety
enabled by...
@catswetel #qconlondon
Never make
a toaster from
scratch.
Low Variety
High Variety
enabled by...
@catswetel #qconlondon
Low Variety
High Variety
enabled by...
@catswetel #qconlondon
Corporate Strategy
Business Unit Strategy
Sprint Goal
Test First, etc.
Requisite Organization Elliott Jaques
High Variety
Low Variety
@catswetel #qconlondonRequisite Organization Elliott Jaques
@catswetel #qconlondon
“The larger the variety of
actions available to a
system, the larger variety of
the perturbations it is able to
compensate.”
Ashby’s Law of Requisite Variety
“The larger the variety of
actions available to a
system, the larger variety of
the perturbations it is able to
compensate.”
Ashby’s Law of Requisite Variety
What actions are available
to a system?
A question only you can answer
@catswetel #qconlondon
Reality & Facts
Selected Reality
Reality & Facts
Interpreted Reality
Selected Reality
Reality & Facts
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Ladder of
Inference
Chris Argyris
“The larger the variety of
actions available to a
system, the larger variety of
the perturbations it is able to
compensate.”
Ashby’s Law of Requisite Variety
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Factscircumstances --->
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Do your intents / OKRs contain
rules, habits, and freedoms?
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Do your intents / OKRs contain
rules, habits, and freedoms?
...and are those intents/OKRs
refreshed at a regular cadence?
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Are your intents / OKRs shared
(horizontally and vertically)?
@catswetel #qconlondon
Strategy deployment?
@catswetel #qconlondon
Intent What I want right now
How will we know when
we’ve arrived?
@catswetel #qconlondon
Intent What I want right now
Reason for change What will happen if we
don’t get it
@catswetel #qconlondon
Intent What I want right now
Reason for change What will happen if we
don’t get it
Current state What I notice
@catswetel #qconlondon
Intent What I want right now
Reason for change What will happen if we
don’t get it
Current state What I notice
Rules, habits, and
constraints
Define the playing field
@catswetel #qconlondon
Intent What I want right now
Reason for change What will happen if we
don’t get it
Current state What I notice
Rules, habits, and
constraints
Define the playing field
Leading indicators Stories and metrics
@catswetel #qconlondon
Intent What I want right now
Reason for change What will happen if we
don’t get it
Current state What I notice
Rules, habits, and
constraints
Define the playing field
Leading indicators Stories and metrics
Episode Name
A3?
background
current situation
analysis
hypothesis
experiment
results
insights
TITLE: DATE: OWNER:
Account of
then
Account for
Researching Your Own Practice: The Discipline of Noticing
by John Mason
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Factscircumstances --->
experiences
and
socialization
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Factscircumstances --->
experiences
and
socialization
Really?
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
Really?
@catswetel #qconlondon
Actions
Beliefs
Conclusions
Assumptions
Interpreted Reality
Selected Reality
Reality & Facts
@catswetel #qconlondon
“The larger the variety of
actions available to a
system, the larger variety of
the perturbations it is able to
compensate.”
Ashby’s Law of Requisite Variety
If we want a variety of
actions available, we need a
variety of people from a
variety of circumstances with
a variety of experiences.
@catswetel #qconlondon
“Organizations which design
systems ... are constrained to
produce designs which are
copies of the communication
structures of these
organizations”
Conway’s Law
What if our thinking patterns
manifest in our systems?
What if our users end up
with the same thinking
patterns?
@catswetel #qconlondon
With great power
comes great
responsibility.
I am catswetel everywhere.
I like talking to people.
THE FOLLOWING SLIDES
WERE NOT PRESENTED!
THEY CAME UP IN THE
QUESTIONS!
“Development Teams are
cross-functional, with all the
skills as a team necessary
to create a product
Increment”
The Scrum Guide
What skills should be
necessary?
@catswetel #qconlondon
Wardley
Map
Watch the video with slide
synchronization on InfoQ.com!
https://www.infoq.com/presentations/
variety-scale/

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Variety: The Secret of Scale