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Bitergia Analytics
Software Development Analytics
for your Peace of Mind
J. Manrique López de la Fuente
@jsmanrique
jsmanrique at bitergia.com
https://speakerdeck.com/bitergia
OpenExpo Europe
Madrid, June 6th, 2018
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Software is eating the World
Marc Andreessen, 2011
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Open Source Software is
eating the World
Michael Skok, 2014
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Open Source Hardware is
eating the World
Adam Benzion, 2015
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/open development
in corporations
Agile
Agile Manifesto
DevOps
DevOps framework: CALMS (Culture/Collaboration,
Automation, Lean, Measurement, and Sharing)
Inner Source
Managing Inner Source Projects (bit.ly/managing-innersource)
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/everybody loves
open development
Everybody Open Development
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/open source
everywhere Who is contributing* to the projects?
How much/what/where are they contributing*?
Who is driving successful projects?
Who is behind a project?
* Contributions: code, issues, requests, etc.
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/collaboration Everybody Collaboration
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/community
Which projects are more community attractive?
Are projects retaining contributors?
Are projects community-driven or enterprise-driven?
How diverse is your community?
Who are projects top contributors?
Where does my community come from?
Where else my community contributes?
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/collaboration
management How fast are we dealing with feedback (issues, requests,
comments)?
How long does it take to add new features?
Are people engaged with the project/company?
Is the project/company allowing innovation?
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/questions
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/data
“Without data, you are
just another person with
an opinion”
W. Edwards Deming
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/data
“Without data, you are
just another person with
an opinion”
W. Edwards Deming
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Bitergia
AKA Bitergium, Bitergy, Bit-energy, Bit...what?
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Bitergia
Analytics
What
Why
How
When
Solving any question about
software development
processes
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/monitoring
“To measure is to know”
“If you can not measure it,
you can not improve it”
Lord Kelvin
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What
What do we measure?
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/what
Human resources
Activity
Performance
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/what
Human resources Community
Activity
Performance
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/what
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Why
Why do we measure?
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/why
Transparency
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/why
Transparency
Awareness
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/why
Transparency
Awareness
Governance support
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/why
Transparency
Awareness
Governance support
Motivational
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/why
Transparency
Awareness
Governance support
Motivational
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How
How to implement development analytics?
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/grimoirelab
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/how Don’t get trapped by data
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/monitoring Metrics can be very dangerous
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/monitoring Metrics can be very dangerous
“Human beings adjust behavior based on the metrics
they’re held against. Anything you measure will impel a
person to optimize his score on that metric. What you
measure is what you’ll get. Period”.
You Are What You Measure by Dan Ariely
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/monitoring strategy
Goals
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/monitoring strategy
Goals
Questions
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/monitoring strategy
Goals
Questions
Metrics
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/monitoring strategy
Goals
Questions
Metrics
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When
When to implement metrics strategy?
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/when
Mature organization/project
Transparency
Aligned interests
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Examples
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Activity
What?
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/activity
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/activity
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Community
Who?
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/community
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/community
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/community
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/community
Onion model ASF Pony factor
80% contrib.: 7 core devs
15% contrib.:~ 40 regular
5% contrib: ~ 85 casual
Pony factor: 1
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/community
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/community
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Performance
How?
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/performance
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/performance
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Beyond Bitergia
CHAOSS
InnerSource Commons
InnerSource Spain
Where are we?
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/chaoss
Community Health Analytics Open Source Software
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/innersource
commons
Inner Source Commons
“...establish a body of knowledge and to educate
individuals, commercial and non-profit organizations,
research centers and other institutions about the
successful adoption of InnerSource best practices…”
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/innersource
commons
… and many more!
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/innersource spain
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/bitergia
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Software Development Analytics
for your peace of mind
[email protected]
CEO at Bitergia