SlideShare a Scribd company logo
1 of 50
Download to read offline
How things still don’t quite work at
Spotify…
and how we’re trying to solve it
Jason Yip
Agile Coach, Spotify NYC
jyip@spotify.com
@jchyip
https://medium.com/@jchyip, https://jchyip.blogspot.com
One of my favourite Toyota-isms
“No problem is a problem”
In essence, we won’t improve
unless we are willing to explore
what isn’t working.
I’m not going to talk about
what’s great at Spotify
I’m going to talk about what
still doesn’t quite work
There is still too much
distance between problems
and problem-solvers.
AKA distance
Does this structure need to fundamentally change?
There is still too much
specialisation.
Larger cross-Tribe / Mission
initiatives are still not done
well.
Divide and conquer leads to integration problems
Instead, conquer and divide
There is still a tendency to divide
and conquer for large cross-Tribe
initiatives.
We know this is a problem and
even how to solve it.
I’m not sure yet how we’ll cross
this knowing-doing gap...
There is not enough
cross-pollination of ways of
working.
Useful variation
‣ Context-specific forces
‣ Experimentation
‣ Reinforces sense of
autonomy
‣ Makes onboarding more
complicated
‣ More difficult to move
between Tribes /
Missions
Non-useful variation
‣ Test Driven Development
‣ Conquer and Divide
‣ Evolutionary Architecture
‣ Pair programming
Habits difficult to derive on your own
There is no real mechanism to
deal with larger organisational
architecture issues.
How should one think about
all this?
In 2008, I did a Lean study tour in
Japan.
http://jchyip.blogspot.com/2008/12/japan-lean-study-mission-summary.html
On the 4th day, we met Takeshi
Kawabe (ex-Showa Manufacturing) who
recalled a lesson from Taiichi Ohno.
“Stop trying to borrow wisdom and think for
yourself. Face your difficulties and think and
think and think and solve your problems yourself.
Suffering and difficulties provide opportunities
to become better. Success is never giving up.”
Taiichi Ohno
If there is anything fundamental to
Spotify Engineering Culture, it’s
probably autonomy.
Autonomy means you are free to act.
Autonomy also means you have to
face your difficulties and think and
think and think and solve problems
yourself.
Autonomy means you succeed by
never giving up.
What doesn’t quite work at
Cerner and how are you
trying to solve it?
Thank you for
your attention
How things still don’t quite work at Spotify... and how we’re trying to solve it

More Related Content

What's hot

Agile transformation kick off presentation v 1.0
Agile transformation kick off presentation v 1.0Agile transformation kick off presentation v 1.0
Agile transformation kick off presentation v 1.0AgileNCR2016
 
Lean Change Agent - Applying Lean and Agile to Change Management
Lean Change Agent - Applying Lean and Agile to Change ManagementLean Change Agent - Applying Lean and Agile to Change Management
Lean Change Agent - Applying Lean and Agile to Change ManagementJason Little
 
Agile Delivery Powerpoint Presentation Slides
Agile Delivery Powerpoint Presentation SlidesAgile Delivery Powerpoint Presentation Slides
Agile Delivery Powerpoint Presentation SlidesSlideTeam
 
Agile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th Meetup
Agile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th MeetupAgile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th Meetup
Agile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th MeetupScrum Bangalore
 
Intro to Product Discovery
Intro to Product DiscoveryIntro to Product Discovery
Intro to Product DiscoveryMatthew Godfrey
 
Software Development with Agile Waterfall Hybrid Method
Software Development with Agile Waterfall Hybrid MethodSoftware Development with Agile Waterfall Hybrid Method
Software Development with Agile Waterfall Hybrid MethodIntland Software GmbH
 
Portfolio Management in an Agile World - Rick Austin
Portfolio Management in an Agile World - Rick AustinPortfolio Management in an Agile World - Rick Austin
Portfolio Management in an Agile World - Rick AustinLeadingAgile
 
Webinar On Scaled Agile Framework (SAFe) | iZenBridge
Webinar On Scaled Agile Framework (SAFe) | iZenBridgeWebinar On Scaled Agile Framework (SAFe) | iZenBridge
Webinar On Scaled Agile Framework (SAFe) | iZenBridgeSaket Bansal
 
Intro to Lean Software Development
Intro to Lean Software DevelopmentIntro to Lean Software Development
Intro to Lean Software Developmentgcaprio
 
Scaling Agile With SAFe (Scaled Agile Framework)
Scaling Agile With SAFe (Scaled Agile Framework)Scaling Agile With SAFe (Scaled Agile Framework)
Scaling Agile With SAFe (Scaled Agile Framework)Andreano Lanusse
 
Agile Project Management - An introduction to Agile and the new PMI-ACP
Agile Project Management - An introduction to Agile and the new PMI-ACPAgile Project Management - An introduction to Agile and the new PMI-ACP
Agile Project Management - An introduction to Agile and the new PMI-ACPDimitri Ponomareff
 
Agile Metrics...That Matter
Agile Metrics...That MatterAgile Metrics...That Matter
Agile Metrics...That MatterErik Weber
 
Scaled Agile Framework (SAFe) Roles and Meetings
Scaled Agile Framework (SAFe) Roles and MeetingsScaled Agile Framework (SAFe) Roles and Meetings
Scaled Agile Framework (SAFe) Roles and MeetingsRob Betcher
 
Lean-Agile PMO
Lean-Agile PMOLean-Agile PMO
Lean-Agile PMOLeanKit
 
Introduction to Agile - Scrum, Kanban, and everything in between
Introduction to Agile - Scrum, Kanban, and everything in betweenIntroduction to Agile - Scrum, Kanban, and everything in between
Introduction to Agile - Scrum, Kanban, and everything in betweenPravin Kumar Singh, PMP, PSM
 
Scrum of Scrums Patterns Library
Scrum of Scrums Patterns LibraryScrum of Scrums Patterns Library
Scrum of Scrums Patterns LibraryDavid Hanson
 

What's hot (20)

Agile transformation kick off presentation v 1.0
Agile transformation kick off presentation v 1.0Agile transformation kick off presentation v 1.0
Agile transformation kick off presentation v 1.0
 
Lean Change Agent - Applying Lean and Agile to Change Management
Lean Change Agent - Applying Lean and Agile to Change ManagementLean Change Agent - Applying Lean and Agile to Change Management
Lean Change Agent - Applying Lean and Agile to Change Management
 
Agile Delivery Powerpoint Presentation Slides
Agile Delivery Powerpoint Presentation SlidesAgile Delivery Powerpoint Presentation Slides
Agile Delivery Powerpoint Presentation Slides
 
Scrum
ScrumScrum
Scrum
 
Agile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th Meetup
Agile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th MeetupAgile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th Meetup
Agile Transformation Kick Start - Sathyanaraya H R - Scrum Bangalore 19th Meetup
 
Intro to Product Discovery
Intro to Product DiscoveryIntro to Product Discovery
Intro to Product Discovery
 
Software Development with Agile Waterfall Hybrid Method
Software Development with Agile Waterfall Hybrid MethodSoftware Development with Agile Waterfall Hybrid Method
Software Development with Agile Waterfall Hybrid Method
 
Agile & Scrum Training
Agile & Scrum TrainingAgile & Scrum Training
Agile & Scrum Training
 
Portfolio Management in an Agile World - Rick Austin
Portfolio Management in an Agile World - Rick AustinPortfolio Management in an Agile World - Rick Austin
Portfolio Management in an Agile World - Rick Austin
 
Webinar On Scaled Agile Framework (SAFe) | iZenBridge
Webinar On Scaled Agile Framework (SAFe) | iZenBridgeWebinar On Scaled Agile Framework (SAFe) | iZenBridge
Webinar On Scaled Agile Framework (SAFe) | iZenBridge
 
Agile at Spotify
Agile at SpotifyAgile at Spotify
Agile at Spotify
 
Intro to Lean Software Development
Intro to Lean Software DevelopmentIntro to Lean Software Development
Intro to Lean Software Development
 
Scaling Agile With SAFe (Scaled Agile Framework)
Scaling Agile With SAFe (Scaled Agile Framework)Scaling Agile With SAFe (Scaled Agile Framework)
Scaling Agile With SAFe (Scaled Agile Framework)
 
Agile Project Management - An introduction to Agile and the new PMI-ACP
Agile Project Management - An introduction to Agile and the new PMI-ACPAgile Project Management - An introduction to Agile and the new PMI-ACP
Agile Project Management - An introduction to Agile and the new PMI-ACP
 
Agile Metrics...That Matter
Agile Metrics...That MatterAgile Metrics...That Matter
Agile Metrics...That Matter
 
Scaled Agile Framework (SAFe) Roles and Meetings
Scaled Agile Framework (SAFe) Roles and MeetingsScaled Agile Framework (SAFe) Roles and Meetings
Scaled Agile Framework (SAFe) Roles and Meetings
 
Lean-Agile PMO
Lean-Agile PMOLean-Agile PMO
Lean-Agile PMO
 
Agile Methodology
Agile MethodologyAgile Methodology
Agile Methodology
 
Introduction to Agile - Scrum, Kanban, and everything in between
Introduction to Agile - Scrum, Kanban, and everything in betweenIntroduction to Agile - Scrum, Kanban, and everything in between
Introduction to Agile - Scrum, Kanban, and everything in between
 
Scrum of Scrums Patterns Library
Scrum of Scrums Patterns LibraryScrum of Scrums Patterns Library
Scrum of Scrums Patterns Library
 

Viewers also liked

KATA - Habits for lean learning Agile Australia 2016
KATA - Habits for lean learning Agile Australia 2016KATA - Habits for lean learning Agile Australia 2016
KATA - Habits for lean learning Agile Australia 2016Håkan Forss
 
Introduction to Intentional Influence
Introduction to Intentional InfluenceIntroduction to Intentional Influence
Introduction to Intentional InfluenceDan Griffiths
 
Development Planning - Wyoming Society of CPAs
Development Planning - Wyoming Society of CPAsDevelopment Planning - Wyoming Society of CPAs
Development Planning - Wyoming Society of CPAsDan Griffiths
 
Insights to Action Application - Wyoming Society of CPAs
Insights to Action Application - Wyoming Society of CPAsInsights to Action Application - Wyoming Society of CPAs
Insights to Action Application - Wyoming Society of CPAsDan Griffiths
 
Self Awareness - Wyoming Society of CPAs
Self Awareness - Wyoming Society of CPAsSelf Awareness - Wyoming Society of CPAs
Self Awareness - Wyoming Society of CPAsDan Griffiths
 
Antonio Rodriguez
Antonio RodriguezAntonio Rodriguez
Antonio RodriguezAmplify-now
 
Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...
Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...
Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...Jason Yip
 
Agile Toronto 2016: What do you mean when you say "leadership"?
Agile Toronto 2016: What do you mean when you say "leadership"?Agile Toronto 2016: What do you mean when you say "leadership"?
Agile Toronto 2016: What do you mean when you say "leadership"?Jason Yip
 
Strengths Based Leadership - Wyoming Society of CPAs
Strengths Based Leadership - Wyoming Society of CPAsStrengths Based Leadership - Wyoming Society of CPAs
Strengths Based Leadership - Wyoming Society of CPAsDan Griffiths
 
Lean more than startups, software development, manufacturing
Lean  more than startups, software development, manufacturingLean  more than startups, software development, manufacturing
Lean more than startups, software development, manufacturingJason Yip
 
Strategy Execution: The Missing Link
Strategy Execution: The Missing LinkStrategy Execution: The Missing Link
Strategy Execution: The Missing LinkDan Griffiths
 
Thought Bridging - Wyoming Society of CPAs
Thought Bridging - Wyoming Society of CPAsThought Bridging - Wyoming Society of CPAs
Thought Bridging - Wyoming Society of CPAsDan Griffiths
 
System Traps and Opportunities
System Traps and OpportunitiesSystem Traps and Opportunities
System Traps and OpportunitiesJason Yip
 
Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016
Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016
Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016Arne Kittler
 
Turning Strategy Into Action
Turning Strategy Into ActionTurning Strategy Into Action
Turning Strategy Into ActionSequent Learning
 
Why Systems Work: Resilience, Self-organisation, Hierarchy
Why Systems Work:  Resilience, Self-organisation, HierarchyWhy Systems Work:  Resilience, Self-organisation, Hierarchy
Why Systems Work: Resilience, Self-organisation, HierarchyJason Yip
 
Intentional Influence - Wyoming Society of CPAs
Intentional Influence - Wyoming Society of CPAsIntentional Influence - Wyoming Society of CPAs
Intentional Influence - Wyoming Society of CPAsDan Griffiths
 
Culture and Methods: How things don’t quite work at Spotify and how we’re tr...
Culture and Methods:  How things don’t quite work at Spotify and how we’re tr...Culture and Methods:  How things don’t quite work at Spotify and how we’re tr...
Culture and Methods: How things don’t quite work at Spotify and how we’re tr...Jason Yip
 
Impact / Story Mapping
Impact / Story MappingImpact / Story Mapping
Impact / Story MappingJason Yip
 
What does "speed" mean in software product delivery?
What does "speed" mean in software product delivery?What does "speed" mean in software product delivery?
What does "speed" mean in software product delivery?Jason Yip
 

Viewers also liked (20)

KATA - Habits for lean learning Agile Australia 2016
KATA - Habits for lean learning Agile Australia 2016KATA - Habits for lean learning Agile Australia 2016
KATA - Habits for lean learning Agile Australia 2016
 
Introduction to Intentional Influence
Introduction to Intentional InfluenceIntroduction to Intentional Influence
Introduction to Intentional Influence
 
Development Planning - Wyoming Society of CPAs
Development Planning - Wyoming Society of CPAsDevelopment Planning - Wyoming Society of CPAs
Development Planning - Wyoming Society of CPAs
 
Insights to Action Application - Wyoming Society of CPAs
Insights to Action Application - Wyoming Society of CPAsInsights to Action Application - Wyoming Society of CPAs
Insights to Action Application - Wyoming Society of CPAs
 
Self Awareness - Wyoming Society of CPAs
Self Awareness - Wyoming Society of CPAsSelf Awareness - Wyoming Society of CPAs
Self Awareness - Wyoming Society of CPAs
 
Antonio Rodriguez
Antonio RodriguezAntonio Rodriguez
Antonio Rodriguez
 
Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...
Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...
Directed Opportunism: A summary of The Art of Action for the Sydney Limited W...
 
Agile Toronto 2016: What do you mean when you say "leadership"?
Agile Toronto 2016: What do you mean when you say "leadership"?Agile Toronto 2016: What do you mean when you say "leadership"?
Agile Toronto 2016: What do you mean when you say "leadership"?
 
Strengths Based Leadership - Wyoming Society of CPAs
Strengths Based Leadership - Wyoming Society of CPAsStrengths Based Leadership - Wyoming Society of CPAs
Strengths Based Leadership - Wyoming Society of CPAs
 
Lean more than startups, software development, manufacturing
Lean  more than startups, software development, manufacturingLean  more than startups, software development, manufacturing
Lean more than startups, software development, manufacturing
 
Strategy Execution: The Missing Link
Strategy Execution: The Missing LinkStrategy Execution: The Missing Link
Strategy Execution: The Missing Link
 
Thought Bridging - Wyoming Society of CPAs
Thought Bridging - Wyoming Society of CPAsThought Bridging - Wyoming Society of CPAs
Thought Bridging - Wyoming Society of CPAs
 
System Traps and Opportunities
System Traps and OpportunitiesSystem Traps and Opportunities
System Traps and Opportunities
 
Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016
Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016
Scaling & Aligning Mobile Product Management / ProductTank Lisbon February 2016
 
Turning Strategy Into Action
Turning Strategy Into ActionTurning Strategy Into Action
Turning Strategy Into Action
 
Why Systems Work: Resilience, Self-organisation, Hierarchy
Why Systems Work:  Resilience, Self-organisation, HierarchyWhy Systems Work:  Resilience, Self-organisation, Hierarchy
Why Systems Work: Resilience, Self-organisation, Hierarchy
 
Intentional Influence - Wyoming Society of CPAs
Intentional Influence - Wyoming Society of CPAsIntentional Influence - Wyoming Society of CPAs
Intentional Influence - Wyoming Society of CPAs
 
Culture and Methods: How things don’t quite work at Spotify and how we’re tr...
Culture and Methods:  How things don’t quite work at Spotify and how we’re tr...Culture and Methods:  How things don’t quite work at Spotify and how we’re tr...
Culture and Methods: How things don’t quite work at Spotify and how we’re tr...
 
Impact / Story Mapping
Impact / Story MappingImpact / Story Mapping
Impact / Story Mapping
 
What does "speed" mean in software product delivery?
What does "speed" mean in software product delivery?What does "speed" mean in software product delivery?
What does "speed" mean in software product delivery?
 

Similar to How things still don’t quite work at Spotify... and how we’re trying to solve it

BalleColumn_15October
BalleColumn_15OctoberBalleColumn_15October
BalleColumn_15Octoberbehling4pi
 
Go and See: why go to the gemba and what to do when you are there
Go and See: why go to the gemba and what to do when you are thereGo and See: why go to the gemba and what to do when you are there
Go and See: why go to the gemba and what to do when you are thereChet Marchwinski
 
The Ethical Edges We Build
The Ethical Edges We BuildThe Ethical Edges We Build
The Ethical Edges We BuildJess Mitchell
 
Blocks to Creativity and Innovation. Tools to Release Creativity and Innovation
Blocks to Creativity and Innovation. Tools to Release Creativity and InnovationBlocks to Creativity and Innovation. Tools to Release Creativity and Innovation
Blocks to Creativity and Innovation. Tools to Release Creativity and InnovationMike Cardus
 
Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...
Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...
Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...Kanaidi ken
 
Toyota business practices
Toyota business practicesToyota business practices
Toyota business practicesssuser727fc31
 
25 Habits for a Disruptive World
25 Habits for a Disruptive World25 Habits for a Disruptive World
25 Habits for a Disruptive WorldBill Jensen
 
Agile to the top 2016 (EN)
Agile to the top 2016 (EN)Agile to the top 2016 (EN)
Agile to the top 2016 (EN)Luc Taesch
 
Lean Startup Presentation by LEI CEO John Shook
Lean Startup Presentation by LEI CEO John ShookLean Startup Presentation by LEI CEO John Shook
Lean Startup Presentation by LEI CEO John ShookChet Marchwinski
 
Idean-Design-Leadership-Framework
Idean-Design-Leadership-FrameworkIdean-Design-Leadership-Framework
Idean-Design-Leadership-FrameworkLiya James
 
ODN of WNY Poke the Box
ODN of WNY Poke the BoxODN of WNY Poke the Box
ODN of WNY Poke the BoxMike Cardus
 
Change management for mongol content
Change management for mongol contentChange management for mongol content
Change management for mongol contentGgundegee
 
Startups and Smalltak - Presented at Smalltalks2014 Córdoba, Argentina
Startups and Smalltak - Presented at Smalltalks2014 Córdoba, ArgentinaStartups and Smalltak - Presented at Smalltalks2014 Córdoba, Argentina
Startups and Smalltak - Presented at Smalltalks2014 Córdoba, Argentinasebastian sastre
 
Problem solving, the core of lean implementation
Problem solving, the core of lean implementationProblem solving, the core of lean implementation
Problem solving, the core of lean implementationBusiness901
 
Design the life you love - World Economic Forum - Shaper Training
Design the life you love - World Economic Forum - Shaper TrainingDesign the life you love - World Economic Forum - Shaper Training
Design the life you love - World Economic Forum - Shaper TrainingSEAN KON
 
Enabling Autonomy at Spotify
Enabling Autonomy at SpotifyEnabling Autonomy at Spotify
Enabling Autonomy at SpotifyJason Yip
 
How to solve daily, chronic problems in your business with concepts from Poly...
How to solve daily, chronic problems in your business with concepts from Poly...How to solve daily, chronic problems in your business with concepts from Poly...
How to solve daily, chronic problems in your business with concepts from Poly...Redbox Studio
 
Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)
Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)
Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)Elizabeth Ayer
 

Similar to How things still don’t quite work at Spotify... and how we’re trying to solve it (20)

BalleColumn_15October
BalleColumn_15OctoberBalleColumn_15October
BalleColumn_15October
 
Go and See: why go to the gemba and what to do when you are there
Go and See: why go to the gemba and what to do when you are thereGo and See: why go to the gemba and what to do when you are there
Go and See: why go to the gemba and what to do when you are there
 
The Ethical Edges We Build
The Ethical Edges We BuildThe Ethical Edges We Build
The Ethical Edges We Build
 
Blocks to Creativity and Innovation. Tools to Release Creativity and Innovation
Blocks to Creativity and Innovation. Tools to Release Creativity and InnovationBlocks to Creativity and Innovation. Tools to Release Creativity and Innovation
Blocks to Creativity and Innovation. Tools to Release Creativity and Innovation
 
Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...
Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...
Thinking Tools in Problem Solving _ Materi Training "Mastering Problem & Anal...
 
Toyota business practices
Toyota business practicesToyota business practices
Toyota business practices
 
2
22
2
 
25 Habits for a Disruptive World
25 Habits for a Disruptive World25 Habits for a Disruptive World
25 Habits for a Disruptive World
 
Agile to the top 2016 (EN)
Agile to the top 2016 (EN)Agile to the top 2016 (EN)
Agile to the top 2016 (EN)
 
Lean Startup Presentation by LEI CEO John Shook
Lean Startup Presentation by LEI CEO John ShookLean Startup Presentation by LEI CEO John Shook
Lean Startup Presentation by LEI CEO John Shook
 
Slides David Cooperrider Pre-Conference #2012WAIC (part 2)
Slides David Cooperrider Pre-Conference #2012WAIC (part 2)Slides David Cooperrider Pre-Conference #2012WAIC (part 2)
Slides David Cooperrider Pre-Conference #2012WAIC (part 2)
 
Idean-Design-Leadership-Framework
Idean-Design-Leadership-FrameworkIdean-Design-Leadership-Framework
Idean-Design-Leadership-Framework
 
ODN of WNY Poke the Box
ODN of WNY Poke the BoxODN of WNY Poke the Box
ODN of WNY Poke the Box
 
Change management for mongol content
Change management for mongol contentChange management for mongol content
Change management for mongol content
 
Startups and Smalltak - Presented at Smalltalks2014 Córdoba, Argentina
Startups and Smalltak - Presented at Smalltalks2014 Córdoba, ArgentinaStartups and Smalltak - Presented at Smalltalks2014 Córdoba, Argentina
Startups and Smalltak - Presented at Smalltalks2014 Córdoba, Argentina
 
Problem solving, the core of lean implementation
Problem solving, the core of lean implementationProblem solving, the core of lean implementation
Problem solving, the core of lean implementation
 
Design the life you love - World Economic Forum - Shaper Training
Design the life you love - World Economic Forum - Shaper TrainingDesign the life you love - World Economic Forum - Shaper Training
Design the life you love - World Economic Forum - Shaper Training
 
Enabling Autonomy at Spotify
Enabling Autonomy at SpotifyEnabling Autonomy at Spotify
Enabling Autonomy at Spotify
 
How to solve daily, chronic problems in your business with concepts from Poly...
How to solve daily, chronic problems in your business with concepts from Poly...How to solve daily, chronic problems in your business with concepts from Poly...
How to solve daily, chronic problems in your business with concepts from Poly...
 
Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)
Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)
Agile Traps: Common practices that wreck teams (Lesbians Who Tech 2020)
 

More from Jason Yip

[Stretch 2023] We're in it together and other perspectives on effective produ...
[Stretch 2023] We're in it together and other perspectives on effective produ...[Stretch 2023] We're in it together and other perspectives on effective produ...
[Stretch 2023] We're in it together and other perspectives on effective produ...Jason Yip
 
[Stretch 2023] What does productivity really mean at different levels_ Indivi...
[Stretch 2023] What does productivity really mean at different levels_ Indivi...[Stretch 2023] What does productivity really mean at different levels_ Indivi...
[Stretch 2023] What does productivity really mean at different levels_ Indivi...Jason Yip
 
[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...
[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...
[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...Jason Yip
 
[AgileDevOps West 2023] We're in it together and other perspectives on effect...
[AgileDevOps West 2023] We're in it together and other perspectives on effect...[AgileDevOps West 2023] We're in it together and other perspectives on effect...
[AgileDevOps West 2023] We're in it together and other perspectives on effect...Jason Yip
 
[Craft Conf 2023] We're in it together and other perspectives on effective pr...
[Craft Conf 2023] We're in it together and other perspectives on effective pr...[Craft Conf 2023] We're in it together and other perspectives on effective pr...
[Craft Conf 2023] We're in it together and other perspectives on effective pr...Jason Yip
 
[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...
[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...
[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...Jason Yip
 
[CoPA 2022] Experiences applying BAPO at Spotify.pdf
[CoPA 2022] Experiences applying BAPO at Spotify.pdf[CoPA 2022] Experiences applying BAPO at Spotify.pdf
[CoPA 2022] Experiences applying BAPO at Spotify.pdfJason Yip
 
[CoPA 2022] Effective Product Development Culture circa 2022.pdf
[CoPA 2022] Effective Product Development Culture circa 2022.pdf[CoPA 2022] Effective Product Development Culture circa 2022.pdf
[CoPA 2022] Effective Product Development Culture circa 2022.pdfJason Yip
 
[Business Agility Conference 2022] The top 3 points you should have paid atte...
[Business Agility Conference 2022] The top 3 points you should have paid atte...[Business Agility Conference 2022] The top 3 points you should have paid atte...
[Business Agility Conference 2022] The top 3 points you should have paid atte...Jason Yip
 
Agile India 2021: Experimenting with BAPO in Spotify Ads R&D
Agile India 2021: Experimenting with BAPO in Spotify Ads R&DAgile India 2021: Experimenting with BAPO in Spotify Ads R&D
Agile India 2021: Experimenting with BAPO in Spotify Ads R&DJason Yip
 
Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)
Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)
Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)Jason Yip
 
Frug'Agile 2021: Agile as doctrine (and that's a good thing)
Frug'Agile 2021: Agile as doctrine (and that's a good thing)Frug'Agile 2021: Agile as doctrine (and that's a good thing)
Frug'Agile 2021: Agile as doctrine (and that's a good thing)Jason Yip
 
Using BAPO to apply structure follows strategy
Using BAPO to apply structure follows strategyUsing BAPO to apply structure follows strategy
Using BAPO to apply structure follows strategyJason Yip
 
[Yow! 2019] 3 insights from 4 years at Spotify
[Yow! 2019] 3 insights from 4 years at Spotify[Yow! 2019] 3 insights from 4 years at Spotify
[Yow! 2019] 3 insights from 4 years at SpotifyJason Yip
 
Designing Better Tribe Meetings
Designing Better Tribe MeetingsDesigning Better Tribe Meetings
Designing Better Tribe MeetingsJason Yip
 
Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...
Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...
Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...Jason Yip
 
Agile Australia 2014: Pop-ups and Startups in a Large Enterprise
Agile Australia 2014:  Pop-ups and Startups in a Large EnterpriseAgile Australia 2014:  Pop-ups and Startups in a Large Enterprise
Agile Australia 2014: Pop-ups and Startups in a Large EnterpriseJason Yip
 
Toyota Kata for Innovation
Toyota Kata for InnovationToyota Kata for Innovation
Toyota Kata for InnovationJason Yip
 
Influence is All About Trust
Influence is All About TrustInfluence is All About Trust
Influence is All About TrustJason Yip
 
Introduction to Systems Thinking: System Structures and Behaviour
Introduction to Systems Thinking: System Structures and BehaviourIntroduction to Systems Thinking: System Structures and Behaviour
Introduction to Systems Thinking: System Structures and BehaviourJason Yip
 

More from Jason Yip (20)

[Stretch 2023] We're in it together and other perspectives on effective produ...
[Stretch 2023] We're in it together and other perspectives on effective produ...[Stretch 2023] We're in it together and other perspectives on effective produ...
[Stretch 2023] We're in it together and other perspectives on effective produ...
 
[Stretch 2023] What does productivity really mean at different levels_ Indivi...
[Stretch 2023] What does productivity really mean at different levels_ Indivi...[Stretch 2023] What does productivity really mean at different levels_ Indivi...
[Stretch 2023] What does productivity really mean at different levels_ Indivi...
 
[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...
[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...
[NYC Scrum] The top 3 points you should have paid attention to in the Spotify...
 
[AgileDevOps West 2023] We're in it together and other perspectives on effect...
[AgileDevOps West 2023] We're in it together and other perspectives on effect...[AgileDevOps West 2023] We're in it together and other perspectives on effect...
[AgileDevOps West 2023] We're in it together and other perspectives on effect...
 
[Craft Conf 2023] We're in it together and other perspectives on effective pr...
[Craft Conf 2023] We're in it together and other perspectives on effective pr...[Craft Conf 2023] We're in it together and other perspectives on effective pr...
[Craft Conf 2023] We're in it together and other perspectives on effective pr...
 
[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...
[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...
[Agile Lean Ireland June 2022] Tactics for influencing leaders at different l...
 
[CoPA 2022] Experiences applying BAPO at Spotify.pdf
[CoPA 2022] Experiences applying BAPO at Spotify.pdf[CoPA 2022] Experiences applying BAPO at Spotify.pdf
[CoPA 2022] Experiences applying BAPO at Spotify.pdf
 
[CoPA 2022] Effective Product Development Culture circa 2022.pdf
[CoPA 2022] Effective Product Development Culture circa 2022.pdf[CoPA 2022] Effective Product Development Culture circa 2022.pdf
[CoPA 2022] Effective Product Development Culture circa 2022.pdf
 
[Business Agility Conference 2022] The top 3 points you should have paid atte...
[Business Agility Conference 2022] The top 3 points you should have paid atte...[Business Agility Conference 2022] The top 3 points you should have paid atte...
[Business Agility Conference 2022] The top 3 points you should have paid atte...
 
Agile India 2021: Experimenting with BAPO in Spotify Ads R&D
Agile India 2021: Experimenting with BAPO in Spotify Ads R&DAgile India 2021: Experimenting with BAPO in Spotify Ads R&D
Agile India 2021: Experimenting with BAPO in Spotify Ads R&D
 
Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)
Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)
Agile India 2021: 8 guiding principles for Agile Coaches (or change agents)
 
Frug'Agile 2021: Agile as doctrine (and that's a good thing)
Frug'Agile 2021: Agile as doctrine (and that's a good thing)Frug'Agile 2021: Agile as doctrine (and that's a good thing)
Frug'Agile 2021: Agile as doctrine (and that's a good thing)
 
Using BAPO to apply structure follows strategy
Using BAPO to apply structure follows strategyUsing BAPO to apply structure follows strategy
Using BAPO to apply structure follows strategy
 
[Yow! 2019] 3 insights from 4 years at Spotify
[Yow! 2019] 3 insights from 4 years at Spotify[Yow! 2019] 3 insights from 4 years at Spotify
[Yow! 2019] 3 insights from 4 years at Spotify
 
Designing Better Tribe Meetings
Designing Better Tribe MeetingsDesigning Better Tribe Meetings
Designing Better Tribe Meetings
 
Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...
Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...
Agile 2017: What i've learned from 10+ years of evaluating Agile consultants ...
 
Agile Australia 2014: Pop-ups and Startups in a Large Enterprise
Agile Australia 2014:  Pop-ups and Startups in a Large EnterpriseAgile Australia 2014:  Pop-ups and Startups in a Large Enterprise
Agile Australia 2014: Pop-ups and Startups in a Large Enterprise
 
Toyota Kata for Innovation
Toyota Kata for InnovationToyota Kata for Innovation
Toyota Kata for Innovation
 
Influence is All About Trust
Influence is All About TrustInfluence is All About Trust
Influence is All About Trust
 
Introduction to Systems Thinking: System Structures and Behaviour
Introduction to Systems Thinking: System Structures and BehaviourIntroduction to Systems Thinking: System Structures and Behaviour
Introduction to Systems Thinking: System Structures and Behaviour
 

Recently uploaded

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embeddingZilliz
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 

Recently uploaded (20)

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embedding
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 

How things still don’t quite work at Spotify... and how we’re trying to solve it

  • 1. How things still don’t quite work at Spotify… and how we’re trying to solve it Jason Yip Agile Coach, Spotify NYC jyip@spotify.com @jchyip https://medium.com/@jchyip, https://jchyip.blogspot.com
  • 2. One of my favourite Toyota-isms
  • 3. “No problem is a problem”
  • 4. In essence, we won’t improve unless we are willing to explore what isn’t working.
  • 5. I’m not going to talk about what’s great at Spotify
  • 6. I’m going to talk about what still doesn’t quite work
  • 7. There is still too much distance between problems and problem-solvers.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 16.
  • 17.
  • 18. Does this structure need to fundamentally change?
  • 19. There is still too much specialisation.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26. Larger cross-Tribe / Mission initiatives are still not done well.
  • 27. Divide and conquer leads to integration problems
  • 29. There is still a tendency to divide and conquer for large cross-Tribe initiatives.
  • 30. We know this is a problem and even how to solve it. I’m not sure yet how we’ll cross this knowing-doing gap...
  • 31. There is not enough cross-pollination of ways of working.
  • 32. Useful variation ‣ Context-specific forces ‣ Experimentation ‣ Reinforces sense of autonomy ‣ Makes onboarding more complicated ‣ More difficult to move between Tribes / Missions Non-useful variation
  • 33.
  • 34.
  • 35. ‣ Test Driven Development ‣ Conquer and Divide ‣ Evolutionary Architecture ‣ Pair programming Habits difficult to derive on your own
  • 36.
  • 37. There is no real mechanism to deal with larger organisational architecture issues.
  • 38.
  • 39.
  • 40. How should one think about all this?
  • 41. In 2008, I did a Lean study tour in Japan. http://jchyip.blogspot.com/2008/12/japan-lean-study-mission-summary.html
  • 42. On the 4th day, we met Takeshi Kawabe (ex-Showa Manufacturing) who recalled a lesson from Taiichi Ohno.
  • 43. “Stop trying to borrow wisdom and think for yourself. Face your difficulties and think and think and think and solve your problems yourself. Suffering and difficulties provide opportunities to become better. Success is never giving up.” Taiichi Ohno
  • 44. If there is anything fundamental to Spotify Engineering Culture, it’s probably autonomy.
  • 45. Autonomy means you are free to act.
  • 46. Autonomy also means you have to face your difficulties and think and think and think and solve problems yourself.
  • 47. Autonomy means you succeed by never giving up.
  • 48. What doesn’t quite work at Cerner and how are you trying to solve it?
  • 49. Thank you for your attention