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Service Ownership Learn Faster Holly Allen she/her @hollyjallen

Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

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Page 1: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Service Ownership

Learn Faster

Holly Allen she/her @hollyjallen

Page 2: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Holly Allen

Software development and leadership for 19 years

Page 3: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 4: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 5: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 6: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Software! 😍

Page 7: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 8: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

S L O W 😩

Page 9: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 10: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 11: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Toyota

Production

System

Page 12: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 13: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 14: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 15: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 16: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 17: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Kaizen Continuous Improvement

Page 18: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 19: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 20: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 21: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 22: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Why do some teams deliver the right things fast?

Page 23: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Executive dedication to learning

Page 24: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

High Trust Teams

Page 25: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 26: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational
Page 27: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Slack launched February 2014

🚀

Page 28: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

5 Years

Grew to 10+ million daily active users in more than 150 countries

5 Years

Page 29: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

5 Years

From 100 to 15,000 servers In 25 cloud data centers world-wide

5 Years

Page 30: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

5 Years

From 8 to 1,600 people In 10 offices world-wide

5 Years

Page 31: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 32: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 33: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

✅ Continuous Deployment ✅ Experiment Frameworks

✅ User Research

Page 34: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Something didn't scale...

Page 35: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Centralized Operations 😭

Page 36: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Who should be responsible for the management, monitoring and operation of a

production application?

Page 37: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Centralized Operations

Page 38: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs Features

Scale

Architecture

Ops Cloud Infra

Deployment

Monitoring

Page 39: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Ops is getting the pages

Page 40: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Product Development grew faster than Operations,

A lot faster

Page 41: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

20 Product Developers

1 Ops Engineer

Page 42: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How can operations reliably reach the developers when there's a problem?

Page 43: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs I've never been on-call before, this is scary!

Ops Now I know I can find a developer when I need to.

Page 44: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Ops is getting the pages first pages Ultra-senior devs on-call

Page 45: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

"Call Maude, she knows how this works"

Page 46: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 47: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How can operations reliably reach the developers when there's a problem?

Page 48: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Most devs go on-call Fall 2017 📟

Page 49: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

"Wait, I'm on-call now?"

Page 50: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs I'm glad I'm only on call a few times a year

Ops I'll be able to reach a frontend engineer if I need to.

Page 51: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Learn by Doing

Page 52: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

On-call 3 times a year 🤔

Page 53: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Ops is getting the pages first pages Ultra-senior devs on-call Seven One dev rotations

Page 54: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Continuous Deployment Dozens of prod deploys a day

Page 55: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Human Routers

Page 56: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs I don't understand this part of the code

Ops These are the machine alerts I'm seeing

Page 57: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

"Call Andy, he knows how this works"

Page 58: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Postmortems weren't a great place for learning

Page 59: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Reorg!

Fall 2017

Operations is out

Service Engineering is in

Page 60: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How can we ensure that developers know when there's a problem?

Page 61: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Centralized Operations Service Ownership

Page 62: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

High Trust Learning Organization

Page 63: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs Features

Reliability

Performance

Service Eng Cloud Platform

Observability tools

Service Discovery

Define best practice

Page 64: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Site Reliability Engineers

• Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational maturity

Page 65: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

SRE embedded in dev teams

Page 66: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs Um, where are the SREs?

SREs I'm over here doing operational tasks

Page 67: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

SRE Ops is still getting the first pages

Page 68: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How do we lower operational burden on the SREs?

Page 69: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Plan: Send these paging alerts to the development teams

Page 70: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Define service health and operational maturity

• The teams have to know what they own

• We had a lot of features and services without formal ownership

Page 71: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Define service health and operational maturity

• At least one alerting health metric, like latency or throughput

Page 72: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Define service health and operational maturity

• Teams needed to get on-call ready

• At least 4, preferably 6+ engineers participating to make it sustainable

Page 73: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Devs We need training

SREs We're going to plan this out perfectly

Page 74: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 75: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Host level alerts Hundreds of them

Page 76: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Test with the users

Page 77: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 78: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 79: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Everything was fine! 💪

Page 80: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Empowered Continuous Improvement

Page 81: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Devs Ops are getting the first pages Ultra-senior devs on-call

Dozens Seven One of dev rotations

Page 82: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Centralized Operations Service Ownership

Page 83: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How do we make postmortems a source of learning?

Page 84: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How do we make sure that incident command is a skillset throughout Slack?

Page 85: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

How do we make it even easier to operate a service?

Page 86: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 87: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 88: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

Page 89: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Copy the questions Not the answers

Page 90: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Change is possible You don't have to be ready

Page 91: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Empowered High Trust

Continuous Improvement

Page 92: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

@hollyjallen #DevOpsDaysChi Aug 2019

MeasureDesign

Learn

Page 93: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

“”

@hollyjallen #DevOpsDaysChi Aug 2019

Design Thoughtfully Measure Ruthlessly

Learn Faster

Page 94: Service Ownership · Reorg! Fall 2017 Operations is out Service Engineering is in ... • Devops generalists • Emotional intelligence • Mentoring • Ambassadors • Operational

Holly Allen she/her @hollyjallen

Thank You!