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From Chaos to Verification
Bringing the “Why!?” to Chaos Engineering
A confession…
“Chaos Engineering’s sole purpose
is to provide evidence
of system weaknesses”
Challenge 1?
The term…
Challenge 2?
Questions…
What experiments should I run?
What next??
or …
What does it mean??
And from the business…
“What should I take a risk on
exploring?”
Even more crucially…
“How do I decide
what to invest in?”
Chaos Engineering is valuable,
but can be risky and expensive…
Planning & Running Game Days…
Creating automated
chaos experiments…
Processing results into
communicable evidence
“How do I decide
what to invest in?”
IS HARD
Current tooling sucks at this…
Low Level “Conditions”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Scenarios Experiments Scheduling
Observability Safeguards
High Level “Decisions”
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Scenarios Experiments Scheduling
Observability Safeguards
High Level “Decisions”
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Scenarios Experiments Scheduling
Observability Safeguards
Analysis? Learning? Action?
High Level “Decisions”
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Scenarios Experiments Scheduling
Observability Safeguards
Analysis? Learning? Action?
High Level “Decisions”
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Scenarios Experiments Scheduling
Observability Safeguards
Analysis? Learning? Action?
From Chaos to Verification
Chaos Engineering
Chaos Engineering
Hypothesis?
Chaos Engineering
Hypothesis?
Experiment
Chaos Engineering
Hypothesis?
Experiment
Deviation?
Chaos Engineering
Hypothesis?
Evidence
Experiment
Deviation?
Chaos Engineering
Hypothesis?
Evidence
Experiment
Steady-State
Deviation?
Chaos Engineering
Hypothesis?
Evidence
Experiment
Steady-State Method
Deviation?
Chaos Engineering
Hypothesis?
Evidence
Experiment
Steady-State Method Steady-State
Deviation?
Chaos Engineering
Hypothesis?
Evidence
Experiment
Steady-State Method Steady-State Rollbacks
Deviation?
Verification
Verification
Objectives
Verification
Measures
Objectives
Verification
Measures
Objectives Conditions
Verification
Verify
Measures
Objectives Conditions
Verification
Verify
Measures
Objectives Conditions
Im
pact on…
Verification
Verify
Measures
Objectives Conditions
Im
pact on…
Actions
“Verification tells you why
it’s important you explore a
set of conditions, and the
impact on something you
care about.”
Verification for SREs
Verify
SLIs
SLOs Conditions
Im
pact on…
Actions
Impact on Objectives is “Why!?”
Walk through
Summary
Impact on Objectives is “Why!?”
High Level “Decisions”
Mid Level “Orchestration”
Low Level “Conditions”
Attacks
Disruptions Activities
Turbulence
Scenarios Experiments Scheduling
Observability Safeguards
Objectives Measurements Verifications Impacts
Actions Decisions in context
Thanks for listening!
Get in touch to sign-up for a
free Early Access account.
chaosiq.io · chaostoolkit.org · join.chaostoolkit.org

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From Chaos to Verification at Expedia Group, London