Is a state of allocation of resources in
which it is impossible to make any one
individual better off without making at
least one individual worse off.
Pareto Efficiency
A situation is inefficient if someone
can be made better off even after
compensating those made worse off.
Pareto Inefficiency
A concept of game theory where the
optimal outcome of a game is one
where no player has an incentive to
deviate from his chosen strategy after
considering an opponent's choice.
Nash Equilibrium
30x 200x
more frequent
deployments
faster lead
times
60x 168x
the change
success rate
faster mean time to
recover (MTTR)
2x 50%
more likely to
exceed profitability,
market share &
productivity goals
higher market
capitalization growth
over 3 years*
High performers compared to their peers…
Data from 2014/2015 State of DevOps Report - https://puppetlabs.com/2015-devops-report
Recent IT Performance Data is Compelling
28
Devops Results
Enterprise Organizations
• Ticketmaster - 98% reduction in MTTR
• Nordstrom - 20% shorter Lead Time
• Target - Full Stack Deploy 3 months to minutes
• USAA - Release from 28 days to 7 days
• ING - 500 applications teams doing devops
• CSG - From 200 incidents per release to 18
Common Countermeasure Patterns
Shift Left
Small Batches
Ops Involved Early
Verification Driven Handoffs
Standard Catalogs
*As a Service (pull-based self-service)
“Prod-Like” in all environments
Everything through an SDLC
Use the VSM to design Kanban Board. Use Kanban to track/manage daily work.
•Experiential learning about DevOps tools and
techniques.
•Team transform their projects to use the
recommended DevOps principles and tools.
•Adaptive training to empower teams to be
DevOps successes.
•It is also a vector by which best practices are
communicated and new behaviors are role-
modeled and practiced.
•The training evolves over time as the
organization’s needs and maturity changes.
Transformation Immersion Center
•Share: I provide opportunities to share
knowledge and make success visible.
•Communicate: I create common
communication channels.
•Standardize: I increase standardization
and consistency of processes and
tools.
•Empower: I develop leadership
capacity
Dojo Strategies and Tactics