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Zero	Bugs:	State	of	the	Practice
Stephen	Vance
Agile	Alliance	Technical	Conference
April	21,	2017
Zero	Bugs?
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 2
“Zero”	Bugs
(For	some	definition	of	“zero”)
Don’t	forget
We	are	humans
Humans	make	mistakes
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 3
Zero	“Bugs”!
• Why?	vs.	What?
– Weinberg:	“Faults”	and	“Failures”
– There	is	rarely	only	one	“why”	even	at	the	root
– “Why”	drives	improvement
• When?
– Does	it	meet	expectations,	intentions,	and	needs?
– Prior	to	release,	it’s	rework
– After,	it’s	unrealized	value
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 4
Frame	of	Reference
• Lean
– Focus	on	value
– Seek	perfection
– Build	feedback	loops
• Key	waste	types	for	
software	quality
– Inventory
– Waiting
– Over-processing
– Over-production
– Defects
https://www.lean.org/WhatsLean/Principles.cfm
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 5
Build	Quality	In
Any	approach	that	catches	issues	after	they	
occur	has	a	lighter	weight	alternative	that	
prevents	issues	from	happening
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 6
Culture
Blameless
Everyone	accountable
Collaborative
Learning
Intentional
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 7
Characteristics
Automated
Repeatable
Predictable
Fast
Reliable
Emergent
Manual
Ad	Hoc
Variable
Slow
Error-prone
Planned
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 8
OVER
What’s	Typical?
(Highly	Subjective	and	Anecdotal)
• Coding	Practices
– Limited	to	moderate	use	of	pair	
programming	with	little	mob	
programming
– DSLs	if	they	are	supplied
– Limited	understanding	of	design	
patterns
– Limited	understanding	of	refactoring
– OO	as	default	with	some	functional	
constructs
– Dynamic	or	strictly	typed	languages
– Mostly	test	early	with	some	TDD	or	BDD
• Architecture
– Little	to	no	architecture	or	big	up-front	
architecture
• Tools
– Low	to	moderate	code	coverage
– Moderate	use	of	static	analysis
– Code	generation	if	supplied
• Testing
– Moderate	to	high	manual	testing
– Increasing	dev-test	collaboration	but	
still	limited
– Light	to	moderate	use	of	exploratory	
testing
– No	to	little	use	of	advanced	testing	
techniques	like	QuickCheck,	fuzz,	
mutation
• Build	and	Deploy
– CI	with	some	CD
– Light	to	moderate	application	
monitoring
– Light	to	moderate	DevOps and	
infrastructure	as	code
– Moderate	use	of	automated	rolling	
deployment,	heavily	tied	to	use	of	cloud	
at	scale
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 9
The	Lean	Quality	Quotient™
(Not	actually	trademarked)
• The	degree	to	which	a	practice	is	used	in	a	
manner	that	is
– Emergent
– Iterative
– Adaptive
– Informed
– Pre-emptive
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 10
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 11
Architecture
Architecture
Pair	Programming
Mob	Programming
DSLs
Design	Patterns
Refactoring
OO
Dynamically	Typed
Functional
Strictly	Typed
Test	Early
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Lean	Quality	Quotient
Prevalence
Coding	Practices
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 12
Code	Coverage
Static	Analysis
Code	Generation
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Lean	Quality	Quotient
Prevalence
Tools
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 13
Manual	Testing
Dev-Test	
Collaboration
Exploratory	Testing
Advanced	Testing
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Lean	Quality	Quotient
Prevalence
Testing
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 14
Continuous	
Integration
Continuous	Delivery
Application	
Monitoring
DevOps
Automated	
Deployment
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Lean	Quality	Quotient
Prevalence
Build	and	Deploy
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 15
Architecture
Architecture
Pair	Programming
Mob	Programming
DSLs
Design	Patterns
Refactoring
OO
Dynamically	Typed
Functional
Strictly	Typed
Test	Early
Code	Coverage
Static	Analysis
Code	Generation
Manual	Testing
Dev-Test	Collaboration
Exploratory	Testing
Advanced	Testing
Continuous	Integration
Continuous	Delivery
Application	
Monitoring
DevOps
Automated	
Deployment
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Lean	Quality	Quotient
Prevalence
Composite
So	What	Next?
• Do	more	testing
• Figure	out	how	to	kill	testing
• Bring	the	skills	to	the	front	to	build	quality	in
• Extend	the	practicum
– Real-world	design	patterns	and	refactoring
– Evolutionary	architecture
• Enhance	collaboration
• Improve	the	tools
• Use	more	tools
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 17
Should	We	…?
• Create	more	DSLs	and	teach	how	to	create	
good	DSLs?
• Move	toward	strong	typing?
• Move	toward	functional	programming?
• Do	more	mob	programming?
• Expand	or	eliminate	code	generation?
• Teach	the	machines	to	do	our	jobs?
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 18
A	Survey
Want	to	inform	the	next	generation	of	tools?
https://www.surveymonkey.com/r/longreen
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 19
References
• Crosby,	Philip,	“Quality	is	Free,”	McGraw-Hill
• Tarlinder,	Alexander,	“Developer	Testing:	
Building	Quality	into	Software,”	Addison-
Wesley
• Thompson,	Kate,	“Zero	Bugs	and	Program	
Faster,”	Kate	Thompson	Publishing
• Weinberg,	Gerald	M.,	“Errors:	Bugs,	Boo-boos,	
Blunders,”	Leanpub
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 20
Informit.com/aatc
Save	40%	through	April	30,	2017
• Use	code	AATC	
• Good	on	print	&	eBook
• eBook	files	include	PDF,	EPUB,	and	MOBI
Offer	only	good	at	informit.com/aatc
21
Contact	Me
Stephen	Vance
https://www.vance.com
steve@vance.com
@StephenRVance
srvance on	GitHub and	LinkedIn
©	2017	Stephen	Vance Zero	Bugs:	State	of	the	Practice 22

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