SlideShare uma empresa Scribd logo
1 de 20
Baixar para ler offline
KILLTHE MUTANTS
a better way to test your tests
SHOW OF HANDS
let's do a
• Unit testing
• Continuous integration
• Code coverage
• Mutation testing
CODE COVERAGE
• Measure the lines (or branches) that are executed during testing
CODE COVERAGE
QUIS CUSTODIET IPSOS CUSTODES?
Who watches the watchmen?
MUTATIONTESTING
• Proposed by Richard J. Lipton in 1971
• Surge of interest in the 1980s
• Time to revive this interest!
TERMINOLOGY: MUTATION
TERMINOLOGY: MUTANT
• A mutant is a mutated version of your class
MUTATIONTESTING
• Generate (a lot of) mutants of your codebase
• Run (some of) your unit tests
• Check the outcome!
OUTCOME #1: KILLED
• A mutant is killed if a test fails (detecting the mutated code)
• This proves the mutated code is properly tested
OUTCOME #2: LIVED
• A mutant didn’t trigger a failing test…
OTHER OUTCOMES
• TIMED OUT: Infinite loop
• NON-VIABLE: Illegal bytecode
• MEMORY ERROR: Out of memory
• RUN ERROR: Other…
TOOLING
• µJava: http://cs.gmu.edu/~offutt/mujava/ (inactive)
• Jester: http://jester.sourceforge.net/ (inactive)
• Jumble: http://jumble.sourceforge.net/ (inactive)
• javaLanche: http://www.st.cs.uni-saarland.de/mutation/ (inactive)
• PIT: http://pitest.org/
USING PIT
• Manipulates bytecode with ASM (at runtime)
• Mutants are never stored
MUTATORS
• Example of mutators:
> into >=

< into <=

>= into >

<= into <
MUTATIONTESTING IS SLOW?
WHICHTESTSTO RUN?
• PIT uses code coverage!
WHICHTESTSTO RUN?
• A mutation is on a line covered by 3 tests? Only run those.
EASYTO USE:
• Standalone Java process
• Build:Ant and Maven plugin
• CI: Sonarqube and Gradle plugin
• IDE: Eclipse and IntelliJ plugin
SUMMARY
• Code coverage: BAD
• Mutation testing: GOOD!
• Automatic, easy to add, and meaningful!

Mais conteúdo relacionado

Semelhante a Kill the Mutants - a better way to test your tests by Roy van Rijn

Kill the mutants - A better way to test your tests
Kill the mutants - A better way to test your testsKill the mutants - A better way to test your tests
Kill the mutants - A better way to test your testsRoy van Rijn
 
Kill the mutants and test your tests - Roy van Rijn
Kill the mutants and test your tests - Roy van RijnKill the mutants and test your tests - Roy van Rijn
Kill the mutants and test your tests - Roy van RijnNLJUG
 
How good are your tests?
How good are your tests?How good are your tests?
How good are your tests?Noam Shaish
 
I.T.A.K.E Unconference - Mutation testing to the rescue of your tests
I.T.A.K.E Unconference - Mutation testing to the rescue of your testsI.T.A.K.E Unconference - Mutation testing to the rescue of your tests
I.T.A.K.E Unconference - Mutation testing to the rescue of your testsNicolas Fränkel
 
Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...
Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...
Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...fabriziopastore
 
Mutation Testing.pdf
Mutation Testing.pdfMutation Testing.pdf
Mutation Testing.pdfKeir Bowden
 
Code retreat @BMW Car IT
Code retreat @BMW Car ITCode retreat @BMW Car IT
Code retreat @BMW Car ITSebastian Benz
 
Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...
Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...
Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...Lionel Briand
 
Mutation Testing and MuJava
Mutation Testing and MuJavaMutation Testing and MuJava
Mutation Testing and MuJavaKrunal Parmar
 

Semelhante a Kill the Mutants - a better way to test your tests by Roy van Rijn (9)

Kill the mutants - A better way to test your tests
Kill the mutants - A better way to test your testsKill the mutants - A better way to test your tests
Kill the mutants - A better way to test your tests
 
Kill the mutants and test your tests - Roy van Rijn
Kill the mutants and test your tests - Roy van RijnKill the mutants and test your tests - Roy van Rijn
Kill the mutants and test your tests - Roy van Rijn
 
How good are your tests?
How good are your tests?How good are your tests?
How good are your tests?
 
I.T.A.K.E Unconference - Mutation testing to the rescue of your tests
I.T.A.K.E Unconference - Mutation testing to the rescue of your testsI.T.A.K.E Unconference - Mutation testing to the rescue of your tests
I.T.A.K.E Unconference - Mutation testing to the rescue of your tests
 
Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...
Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...
Mutation Analysis and Testing for Cyber-Physical Systems: Scalable Solutions...
 
Mutation Testing.pdf
Mutation Testing.pdfMutation Testing.pdf
Mutation Testing.pdf
 
Code retreat @BMW Car IT
Code retreat @BMW Car ITCode retreat @BMW Car IT
Code retreat @BMW Car IT
 
Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...
Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...
Mutation Analysis for Cyber-Physical Systems: Scalable Solutions and Results ...
 
Mutation Testing and MuJava
Mutation Testing and MuJavaMutation Testing and MuJava
Mutation Testing and MuJava
 

Mais de Baruch Sadogursky

DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...
DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...
DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...Baruch Sadogursky
 
DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...
DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...
DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...Baruch Sadogursky
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...Baruch Sadogursky
 
Data driven devops as presented at QCon London 2018
Data driven devops as presented at QCon London 2018Data driven devops as presented at QCon London 2018
Data driven devops as presented at QCon London 2018Baruch Sadogursky
 
A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018
A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018
A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018Baruch Sadogursky
 
Java Puzzlers NG S03 a DevNexus 2018
Java Puzzlers NG S03 a DevNexus 2018Java Puzzlers NG S03 a DevNexus 2018
Java Puzzlers NG S03 a DevNexus 2018Baruch Sadogursky
 
Where the Helm are your binaries? as presented at Canada Kubernetes Meetups
Where the Helm are your binaries? as presented at Canada Kubernetes MeetupsWhere the Helm are your binaries? as presented at Canada Kubernetes Meetups
Where the Helm are your binaries? as presented at Canada Kubernetes MeetupsBaruch Sadogursky
 
Data driven devops as presented at Codemash 2018
Data driven devops as presented at Codemash 2018Data driven devops as presented at Codemash 2018
Data driven devops as presented at Codemash 2018Baruch Sadogursky
 
A Research Study into DevOps Bottlenecks as presented at Codemash 2018
A Research Study into DevOps Bottlenecks as presented at Codemash 2018A Research Study into DevOps Bottlenecks as presented at Codemash 2018
A Research Study into DevOps Bottlenecks as presented at Codemash 2018Baruch Sadogursky
 
Best Practices for Managing Docker Versions as presented at JavaOne 2017
Best Practices for Managing Docker Versions as presented at JavaOne 2017Best Practices for Managing Docker Versions as presented at JavaOne 2017
Best Practices for Managing Docker Versions as presented at JavaOne 2017Baruch Sadogursky
 
Troubleshooting & Debugging Production Microservices in Kubernetes as present...
Troubleshooting & Debugging Production Microservices in Kubernetes as present...Troubleshooting & Debugging Production Microservices in Kubernetes as present...
Troubleshooting & Debugging Production Microservices in Kubernetes as present...Baruch Sadogursky
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017Baruch Sadogursky
 
Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...
Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...
Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...Baruch Sadogursky
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...Baruch Sadogursky
 
Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...
Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...
Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...Baruch Sadogursky
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...Baruch Sadogursky
 
Let’s Wing It: A Study in DevRel Strategy
 Let’s Wing It: A Study in DevRel Strategy Let’s Wing It: A Study in DevRel Strategy
Let’s Wing It: A Study in DevRel StrategyBaruch Sadogursky
 
Log Driven First Class Customer Support at Scale
Log Driven First Class Customer Support at ScaleLog Driven First Class Customer Support at Scale
Log Driven First Class Customer Support at ScaleBaruch Sadogursky
 
[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps
[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps
[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOpsBaruch Sadogursky
 
Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...
Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...
Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...Baruch Sadogursky
 

Mais de Baruch Sadogursky (20)

DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...
DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...
DevOps Patterns & Antipatterns for Continuous Software Updates @ NADOG April ...
 
DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...
DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...
DevOps Patterns & Antipatterns for Continuous Software Updates @ DevOps.com A...
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Oracle Code NY...
 
Data driven devops as presented at QCon London 2018
Data driven devops as presented at QCon London 2018Data driven devops as presented at QCon London 2018
Data driven devops as presented at QCon London 2018
 
A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018
A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018
A Research Study Into DevOps Bottlenecks as presented at Oracle Code LA 2018
 
Java Puzzlers NG S03 a DevNexus 2018
Java Puzzlers NG S03 a DevNexus 2018Java Puzzlers NG S03 a DevNexus 2018
Java Puzzlers NG S03 a DevNexus 2018
 
Where the Helm are your binaries? as presented at Canada Kubernetes Meetups
Where the Helm are your binaries? as presented at Canada Kubernetes MeetupsWhere the Helm are your binaries? as presented at Canada Kubernetes Meetups
Where the Helm are your binaries? as presented at Canada Kubernetes Meetups
 
Data driven devops as presented at Codemash 2018
Data driven devops as presented at Codemash 2018Data driven devops as presented at Codemash 2018
Data driven devops as presented at Codemash 2018
 
A Research Study into DevOps Bottlenecks as presented at Codemash 2018
A Research Study into DevOps Bottlenecks as presented at Codemash 2018A Research Study into DevOps Bottlenecks as presented at Codemash 2018
A Research Study into DevOps Bottlenecks as presented at Codemash 2018
 
Best Practices for Managing Docker Versions as presented at JavaOne 2017
Best Practices for Managing Docker Versions as presented at JavaOne 2017Best Practices for Managing Docker Versions as presented at JavaOne 2017
Best Practices for Managing Docker Versions as presented at JavaOne 2017
 
Troubleshooting & Debugging Production Microservices in Kubernetes as present...
Troubleshooting & Debugging Production Microservices in Kubernetes as present...Troubleshooting & Debugging Production Microservices in Kubernetes as present...
Troubleshooting & Debugging Production Microservices in Kubernetes as present...
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at Devoxx 2017
 
Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...
Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...
Amazon Alexa Skills vs Google Home Actions, the Big Java VUI Faceoff as prese...
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at DevOps Days Be...
 
Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...
Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...
Java Puzzlers NG S02: Down the Rabbit Hole as it was presented at The Pittsbu...
 
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...
DevOps @Scale (Greek Tragedy in 3 Acts) as it was presented at The Pittsburgh...
 
Let’s Wing It: A Study in DevRel Strategy
 Let’s Wing It: A Study in DevRel Strategy Let’s Wing It: A Study in DevRel Strategy
Let’s Wing It: A Study in DevRel Strategy
 
Log Driven First Class Customer Support at Scale
Log Driven First Class Customer Support at ScaleLog Driven First Class Customer Support at Scale
Log Driven First Class Customer Support at Scale
 
[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps
[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps
[Webinar] The Frog And The Butler: CI Pipelines For Modern DevOps
 
Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...
Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...
Patterns and antipatterns in Docker image lifecycle as was presented at DC Do...
 

Último

CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceanilsa9823
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxComplianceQuest1
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️anilsa9823
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfkalichargn70th171
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...MyIntelliSource, Inc.
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Modelsaagamshah0812
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AIABDERRAOUF MEHENNI
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfkalichargn70th171
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVshikhaohhpro
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...MyIntelliSource, Inc.
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsAlberto González Trastoy
 
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...OnePlan Solutions
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsJhone kinadey
 
How To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected WorkerHow To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected WorkerThousandEyes
 

Último (20)

CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Badshah Nagar Lucknow best Female service
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
A Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docxA Secure and Reliable Document Management System is Essential.docx
A Secure and Reliable Document Management System is Essential.docx
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online  ☂️
CALL ON ➥8923113531 🔝Call Girls Kakori Lucknow best sexual service Online ☂️
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Models
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
 
Microsoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdfMicrosoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdf
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTV
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
 
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial Goals
 
How To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected WorkerHow To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected Worker
 

Kill the Mutants - a better way to test your tests by Roy van Rijn