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© copyrights to Alon Linetzki, Best-Testing, 2015 Root Cause Analysis in Testing

Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

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Page 1: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

Root Cause Analysis in Testing

Page 2: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

2

Alon Linetzki

CEO and Managing director of Best-Testing

Co-founder and Vice President of ITCB, ISQTB® Partner

Program leader, ISTQB® Agile Tester Certification co-

author, Founder and Chairman of SIGiST Israel

32 years in IT: in Dev, System architecture, Testing, Quality

Assurance

Certified Scrum Master, Scrum Alliance, 2008

Specializes in: Software process improvement, Agile

transition, Risk Management, Risk Based Testing, Root Cause

Analysis, Test Strategy & Optimization, Test Management,

Test Design, Test Automation, Building Smart Teams

International Speaker worldwide, since 1995

Page 3: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

We shall cover…

How to Use RCA for analyzing critical

problems?

Introduction to Root Cause Analysis

5whys technique & Cause-Effect diagram

(technique variation)

Technique description

Case study example

Wrap-up

3

November 2015

Page 4: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

What is Root Cause Analysis?

November 2015

4

• RCA definition

• From the resources

• My interpretation

Page 5: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Root Cause Analysis definition

From wiki:

Root cause analysis (RCA) is a class of problem solving

methods aimed at identifying the root causes of problems

or events.

The practice of RCA is predicated on the belief that

problems are best solved by attempting to correct or

eliminate root causes, as opposed to merely addressing

the immediately obvious symptoms.

By directing corrective measures at root causes, it is

hoped that the likelihood of problem recurrence will be

minimized.

5

November 2015

Page 6: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Root Cause Analysis(My interpretation)

A problem solving method/process designed to –

“search for the root causes of a problem using a

predefined structural thinking process,

identifying the underlying issues, with the expectation

that –

dealing with these issues will dramatically reduce the

likelihood of the problem to occur. “

The process involves data collection, cause charting,

root cause identification and recommendation

generation and implementation.

6

November 2015

Page 7: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

“Cows falling on a road from a mountain”

– is it a problem or a symptom?

Should we eliminate all cows on that area?

Should we dig-out the mountain?

Should we rotate the sign?

Should we divert the road elsewhere?

It seems that sometimes eliminating the causes is not an easy task, and finding the problems is even harder!

7

November 2015

Page 8: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

How to Use RCA for analyzing critical

problems?

November 2015

8

Page 9: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

Challenges the current method could

not solve – using 5whys

9

November 2015

Page 10: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

‘5ys’ or ‘5 whys’ technique, and the cause-effect diagram.

Presenting a problem,

Asking “why?” it happens, finding the effect that caused it (1

effect),

Presenting the effect on the diagram,

Asking “why?” it happens… [back to previous step, unless we

ask it for 5 times already]

Done.

Presenting the 5whys Technique10

November 2015

Page 11: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

‘5ys’ or ‘5 whys’ technique, and the cause-effect

diagram.

Presenting the RCA Technique11

CauseCause Cause Cause

Cause

Problem

Why

#1

Why

#2Why

#3Why

#4

Why

#5

Thinking path…

November 2015

Page 12: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

‘5ys’ or ‘5 whys’ technique, and the cause-effect diagram.

1. There is the assumption that a single cause, at each level

of "why", is sufficient to explain the effect in question.

2. What if one of the ‘Why’ is answered wrongly? Maybe

our answer is possible, but what if the actual cause is

something else entirely?

3. When we have found the problem, and draw the route,

how ‘strong’ is this solution? Maybe we should prefer one

over the other?

Challenges: what the method can

not solve12

November 2015

Page 13: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

Enhancing the method – case study13

November 2015

Page 14: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Short structured interview with rep’s of

management, development, release, system,

testing, product teams.

Step 1: Draw a cause-effect diagram & exercise the

5whys

Step 2: Investigate the arrows/causes for:

Relevancy – High, Medium, Low

Strength - Strong, Weak

Impact – Direct, Indirect

Enhancing the Method:

Example project14

November 2015

Page 15: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Enhancing the Method:

Example project15

Type Question Cause-Effect

Relevancy What evidence you have that the cause exist? H/M/L

Strength

(S or W)

What evidence you have that the cause leads to

the effect?

H/M/L

Strength

(S or W)

Is anything else needed, together with the

cause, for the effect to occur?

Yes/No

Impact

(D or I)

Is there a evidence that the cause is contributing

to the problem I’m looking at?

Yes / No

Impact

(D or I)

How much this cause is contributing to a

possible resolution?

Direct /

Indirect

Mark

November 2015

Page 16: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Enhancing the Method:

Example project16

Type Question Cause-Effect

Relevancy What evidence you have that the cause exist? High (3)

Strength

(S or W)

What evidence you have that the cause leads to

the effect?

Medium (2)

Strength

(S or W)

Is anything else needed, together with the

cause, for the effect to occur?

No (1)

Impact

(D or I)

Is there a evidence that the cause is contributing

to the problem I’m looking at?

Yes (1)

Impact

(D or I)

How much this cause is contributing to a

possible resolution?

Direct (2)

Mark 9

You should mark each arrow using this table.

November 2015

Page 17: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Step 3: Identify the routes leading to the

problem/s,

Step 4: Identify the strength and direction (impact)

they have (calculating the mark for each arrow),

Step 5: Choose the best route to focus on,

[Improve it, and go to the next one].

Enhancing the Method:

Example project17

November 2015

Page 18: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

Case Study - implementation18

November 2015

Page 19: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Background:

company was using a very advanced technology, and

a complex product line,

Complex product, uses mechanics, electronics,

hardware, software, devices, cooling device, has water

resistant, has heating resistant, accurate up to

1:1,000,000 cm,

In the last 0.5 year, 50% of released machines

returned from the floor (clients) for fixing,

Example project – Hi-Tech Company19

November 2015

Page 20: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

SQA manager was at a course I gave, and liked one of the tools,

He thought automation can solve many of his problems, because:

A lot more tests running,

Identifying more defects before the clients do,

Less products coming back,

Clients are happy!

Example project – Hi-Tech Company20

November 2015

Page 21: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

I investigated their automation

needs,

Followed the steps of the

enhanced method,

Found out their problems might

be elsewhere…

Example project – Hi-Tech Company21

Lets see the drawing board from

that meeting…

November 2015

Page 22: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

1st drawing – RCA meeting

22

Our way of thinking12

November 2015

Page 23: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

The RCA meeting (company exec’s and directors):

At first, the belief was that the primary problem

was:

Partial Test Planning (less tests are executed)

Example project – Hi-Tech Company23

Lets see an illustration diagram …

November 2015

Page 24: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

1st drawing – RCA meeting24

Many clients

ask for

different Sw

of the

product

Many

versions

open in

parallel

Complexity of

version control

management is

very high

Defining req’

not good

enough by

client

Spec Lvl 0

No specs

in lvl 1

Spec Lvl

1 not

complete

or does

not fit

Spec Lvl

2 not

written

Good

definition of

Spec Lvl 0

Spec Lvl

1 fits

Spec Lvl

2 fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not full

coverage

Partial test

case planning

and coverage

Partial test

execution

and low

coverage

Our way of thinking1

2

November 2015

Page 25: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

1st drawing – RCA meeting25

Many clients

ask for

different Sw

of the

product

Many

versions

open in

parallel

Complexity of

version control

management is

very high

Defining req’

not good

enough by

client

Spec Lvl 0

No specs

in lvl 1

Spec Lvl

1 not

complete

or does

not fit

Spec Lvl

2 not

written

Good

definition of

Spec Lvl 0

Spec Lvl

1 fits

Spec Lvl

2 fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not full

coverage

Partial test

case planning

and coverage

Partial test

execution

and low

coverage

Our way of thinking1

2

November 2015

Page 26: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

1st drawing – RCA meeting26

Many clients

ask for

different Sw

of the

product

Many

versions

open in

parallel

Complexity of

version control

management is

very high

Defining req’

not good

enough by

client

Spec Lvl 0

No specs

in lvl 1

Spec Lvl

1 not

complete

or does

not fit

Spec Lvl

2 not

written

Good

definition of

Spec Lvl 0

Spec Lvl

1 fits

Spec Lvl

2 fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not full

coverage

Partial test

case planning

and coverage

Partial test

execution

and low

coverage

Our way of thinking1

2

November 2015

Page 27: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

2nd drawing – RCA meeting27

Many clients

ask for

different Sw

of the

product

Many

versions

open in

parallel

Complexity of

version control

management is

very high

Defining req’

not good

enough by

client

Spec Lvl 0

No specs

in lvl 1

Spec Lvl

1 not

complete

or does

not fit

Spec Lvl

2 not

written

Good

definition of

Spec Lvl 0

Spec Lvl

1 fits

Spec Lvl

2 fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not full

coverage

Partial test

case planning

and coverage

Partial test

execution

and low

coverage

Our way of thinking1 2

November 2015

Page 28: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

After a while, we shifted the focus and agreed that

the real problem was actually:

Poor Product Quality

Because that was the reason the clients returned

their product.

And we started RCA from there.

After a while, we started to see the light – real

problems started to crystallize, problems that

involved people and processes

Example project – Hi-Tech Company28

November 2015

Page 29: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Our way of thinking

3rd drawing – RCA meeting29

Many clients

ask for

different Sw

of the

product

Many

versions

open in

parallel

SCM - Complexity

of version control

management is very

high

Defining req’ not

good enough by

client

Spec Lvl 0

No

specs in

lvl 1

Spec Lvl 1

not complete

or does not

fit

Spec Lvl

2 not

written

Good

definition

of Spec

Lvl 0

Spec Lvl

1 fits

Spec Lvl

2 fit

Spec Lvl 2

does not

fit/complete

Code written

with low

match to

client req’

Only

Partial Test

planning

and not full

coverage

Partial test

case

planning and

coverage

Partial test

execution

and low

coverage

1 2

Tight

schedule

projectPrioritization

and

compromise

on scope to

clients

Low

Quality

Product

Req’

managemen

t not good

enoughLack of methods

and techniques

in testing

Low lvl of test

identification

November 2015

Page 30: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

We then defined the relevancy, strength and

impact of each arrow (cause),

And calculated the grades for the arrows (which

are not seen here),

Example project – Hi-Tech Company30

Back to the board…

November 2015

Page 31: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

5th drawing – RCA meeting31

Many

clients ask

for

different

Sw of the

product

Many

versions

open in

parallel

SCM - Complexity of version control

management is very high

Defining

req’ not

good

enough by

client

Spec Lvl 0

No specs in

lvl 1

Spec Lvl 1

not

complete

or does not

fit

Spec Lvl 2

not written

Good

definition

of Spec Lvl

0

Spec Lvl 1

fits

Spec Lvl 2

fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not

full

coverage

Partial test

case

planning

and

coverage

Partial test

execution

and low

coverage

Our way of thinking12

Tight

schedule

project

Prioritization

and

compromise on

scope to clients

Low

Quality

Product

Req’

management

not good

enoughLack of methods and

techniques in testing

Low lvl of test

identification

S/D

W/D

W/I

S/I

November 2015

Page 32: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

We went back to double check the RCA of the

routes leading to the primary problem, marking

the arrows with their grades (from the table,

remember?)

We ended up circling the main causes, that have

initiated the strongest routes that are directly

impacting our problem,

Example project – Hi-Tech Company32

November 2015

Page 33: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Many

clients ask

for

different

Sw of the

product

Many

versions

open in

parallel

SCM - Complexity of version control

management is very high

Defining

req’ not

good

enough by

client

Spec Lvl 0

No specs in

lvl 1

Spec Lvl 1

not

complete

or does not

fit

Spec Lvl 2

not written

Good

definition

of Spec Lvl

0

Spec Lvl 1

fits

Spec Lvl 2

fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not

full

coverage

Partial test

case

planning

and

coverage

Partial test

execution

and low

coverage

Our way of thinking1

2

Tight

schedule

project

Prioritization

and

compromise on

scope to clients

Low

Quality

Product

Req’

manageme

nt not

good

enoughLack of methods and

techniques in testing

Low lvl of test

identification

S/D

W/D

W/I

S/I

Last drawing – RCA meeting33

November 2015

Page 34: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Many

clients ask

for

different

Sw of the

product

Many

versions

open in

parallel

SCM - Complexity of version control

management is very high

Defining

req’ not

good

enough by

client

Spec Lvl 0

No specs in

lvl 1

Spec Lvl 1

not

complete

or does not

fit

Spec Lvl 2

not written

Good

definition

of Spec Lvl

0

Spec Lvl 1

fits

Spec Lvl 2

fit

Spec Lvl 2

does not

fit/complete

Code

written

with low

match to

client req’

Only

Partial Test

planning

and not

full

coverage

Partial test

case

planning

and

coverage

Partial test

execution

and low

coverage

Our way of thinking1

2

Tight

schedule

project

Prioritization

and

compromise on

scope to clients

Low

Quality

Product

Req’

manageme

nt not

good

enoughLack of methods and

techniques in testing

Low lvl of test

identification

S/D

W/D

W/I

S/I

34

4/5

Last drawing – RCA meetingLets see the routes…

3/4

November 2015

Page 35: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Unique patterns

November 2015

35

Better Grades/score

Page 36: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

5 major Root Topics were Identified, explained and prioritized:

1. Produce requirements from client definitions

2. Requirements management

3. Either ‘No Spec Level 1’, or ‘Spec level 1 not matching requirements’

4. Lack of methods and techniques in testing for development and testing teams

5. Allot of clients define slightly different requirement for the SW – allot of specials

We defined a pragmatic corrective actions plan, with priority items.

Example project – Hi-Tech Company36

November 2015

Page 37: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Major Areas of Concern identified and prioritized:

1. Requirements Management

2. Configuration Management

3. Design Documentation and Flow

4. Testing Methodologies, techniques and tools

Not discussed:

- Release Management

- Risk Management + Risk Based Testing

- Requirements Definition

- Project Management

- Professional Development

Example project – Hi-Tech

Company37

Organization Language!

November 2015

Page 38: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

5whys & Cause-effect diagram possible

Solution – example analyzing arrows38

November 2015

Bad Test

Planning

low lvl of

knowledge

in

estimation

High lvl of

uncertainty

when

planning

Late R&D

deliverables

Low lvl of

details for

R&D

deliverables

Unexperience

d team leader

Product req’

arrive late

Time

pressure on

R&D

Frequent

changes in

R&D

deliverables

Prod

management

frequent

changes

???

???

1

2

3

4

5

64

Page 39: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Analyzing Routes

November 2015

39

Routes Topics

|V

A B C D E

Grade 17 23 18 17 25Factor 19 20 19Total 19 23 20 19 25Cost

Benefit144k

1510k

205k

Resistance M H LHave Contrl H H MDecision? 2 3 1

Page 40: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Cause-effect & RCA can assist in improvement path

determination

We should pilot it, and make adjustments where

necessary

Integrate it in our life-cycle and processes

Measure to make sure we made the right decisions!

Summary 40

November 2015

Page 41: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Further enhancing the mode, we must think of the following:

What about the junctions points (inbound and outbound):

direct impact of routes with those? Indirect? Impact on speed of

performance (bottle-necks)?

What is the ROI of this method within context?

Can we validate a route? Can we tie it to be a successful

problem eliminator?

How much the method is [domain] context dependant?

Can we hook it to Test Process Improvement methods or other

Key Performance/Area Indicators?

Other?

Food for Thought…41

November 2015

Page 42: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Time for discussion…42

November 2015

Page 43: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

“It is not the strongest of the species that survives, nor the most intelligent but the one that is most responsive to change”

Charles Darwin

A changing world…43

November 2015

Page 44: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015© copyrights to Alon Linetzki, Best-Testing, 2015

Or perhaps . . .

44

. . . the one who had anticipated all possible

requirements !

November 2015

Page 45: Root Cause Analysis in Testing "Dealing with Problems, Not Symptoms! "

© copyrights to Alon Linetzki, Best-Testing, 2015

Root Cause Analysis in Testing