SlideShare ist ein Scribd-Unternehmen logo
1 von 48
Downloaden Sie, um offline zu lesen
Quality without QA
A lean approach to less bugs
Tim Pettersen • Developer Provocateur • Atlassian • @kannonboy
Facts
800+
Developers
:
Quality
Assurance
Assistance &
analysis
n. koâla tēa
Quality
AWARENESS
LEADS
PROSPECTS
SALES
AWARENESS
LEADS
PROSPECTS
SALES
DOGFOODING
MANUAL QA
buggy code your team writes
less buggy code that ships
AUTOMATED TESTS
CODE REVIEW
fast and
cheap
slow and/or
expensive
Baked In
Quality
Photo: Simon Law
feature/JIRA-123
stable master branch
isolated feature work
master
Branching workflow
Merge is blocked until..
1. CI builds passing?
2. At least 2 reviewers approved?
3. All rework complete?
atlassian.com/git
Want to get Git right?
Automated Tests
Comic: Randall Munroe http://xkcd.com/303/
Comic: Randall Munroe http://xkcd.com/303/
“I’m running the tests”
Types of Tests
junit
W
ebDriver
slowfast
run as pre-commit hook
qunit(headless)
checkstyle
“wired”junitREST
no product needed require a live product instance
automatically triggered
Building branches
maste
always build master
~500Kbuilds per month
Testing with Git (webinar)
Sarah Goff-Dupont,

CI Extraordinaire
tinyurl.com/superci
Build enforcement
human judgement needed
?
“what-evs”
bad API decision
O(n!) algorithm
technical debt
Build enforcement
Code
Review
Photo: Yogi (Flickr)
Better
Code
Shared
Knowledge
Team
Ownership
G =
1
R+1
Developer guilt
Team
Ownership
Better
Code
Shared
Knowledge
Team
Ownership
Code reviews take
negative time
Reviews and releases
10
20
30
40
Daily Weekly Monthly Quarterly Yearly
Code Review No Code Review
Source: Atlassian Git Survey 2013
Tim’s
for
Pull
Requests
TOP
TEN
TIPS
1. One issue, one pull request
= !
2. Minimum TWO approvals before merge
3. Have 1.5x - 2.5x that number reviewers
4. Use git blame / git guilt to find reviewers
5. Avoid flamewars!
negotiate,
arbitrate
or
escalate
6. Stuck in review?
Make Tuesday & Thursday inbox zero days
7. @mention specialists
8. Raise issues for TODOs
// TODO fix this hack
// TODO fix this (JRA-1773)
obvious
code
code
comments
PR
comments
> >
9. Move comments into code
10. Build a team policy, as a team
…and enforce it!
DOGFOODING
MANUAL QA
AUTOMATED TESTS
CODE REVIEW
Dogfooding?
feature/JIRA-123
stable master branch
isolated feature work
master
Continuous
Deployment
Extreme Dogfooding
Dogfooding is

an important tool
to help you catch
regressions
You need both 

Automated Tests
and Code Review
Git branching

greatly helps
isolation, stability
& testing
Quality
Assurance
Assistance &
analysis
So what does QA do?
• QA leadership
• Training

• Feature kick-offs

• Tooling

• Analysis
Analysis
Analysis
Tell me more about QA!
How the JIRA team keeps 

quality at speed
tinyurl.com/jiraqa
Tim Pettersen • Developer Provocateur • Atlassian • @kannonboy
Thank you!

Weitere ähnliche Inhalte

Was ist angesagt?

LONDON SDET MEETUP - Difference between Selenium and Cypress presentation
LONDON SDET MEETUP - Difference between Selenium and Cypress presentationLONDON SDET MEETUP - Difference between Selenium and Cypress presentation
LONDON SDET MEETUP - Difference between Selenium and Cypress presentationSriram Angajala
 
Automated testing with Cypress
Automated testing with CypressAutomated testing with Cypress
Automated testing with CypressYong Shean Chong
 
Google App Engine - Java Style
Google App Engine - Java StyleGoogle App Engine - Java Style
Google App Engine - Java StylePeter Lind
 
Introduction to Integration Testing With Cypress
Introduction to Integration Testing With CypressIntroduction to Integration Testing With Cypress
Introduction to Integration Testing With CypressErez Cohen
 
Introduction to jest
Introduction to jestIntroduction to jest
Introduction to jestpksjce
 
Configuration As Code - Adoption of the Job DSL Plugin at Netflix
Configuration As Code - Adoption of the Job DSL Plugin at NetflixConfiguration As Code - Adoption of the Job DSL Plugin at Netflix
Configuration As Code - Adoption of the Job DSL Plugin at NetflixJustin Ryan
 
Automated Testing with Cucumber, PhantomJS and Selenium
Automated Testing with Cucumber, PhantomJS and SeleniumAutomated Testing with Cucumber, PhantomJS and Selenium
Automated Testing with Cucumber, PhantomJS and SeleniumDev9Com
 
Cypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil Tayar
Cypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil TayarCypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil Tayar
Cypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil TayarApplitools
 
Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...
Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...
Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...Selenium Conference Austin 2017
 
Capybara testing
Capybara testingCapybara testing
Capybara testingFutureworkz
 
Selenium Testing on Chrome - Google DevFest Armenia 2015
Selenium Testing on Chrome - Google DevFest Armenia 2015Selenium Testing on Chrome - Google DevFest Armenia 2015
Selenium Testing on Chrome - Google DevFest Armenia 2015Sargis Sargsyan
 
Selenium Automation at Incapsula
Selenium Automation at IncapsulaSelenium Automation at Incapsula
Selenium Automation at Incapsulaadamcarmi
 
Moving From a Selenium Grid to the Cloud - A Real Life Story
Moving From a Selenium Grid to the Cloud - A Real Life StoryMoving From a Selenium Grid to the Cloud - A Real Life Story
Moving From a Selenium Grid to the Cloud - A Real Life StorySauce Labs
 

Was ist angesagt? (20)

LONDON SDET MEETUP - Difference between Selenium and Cypress presentation
LONDON SDET MEETUP - Difference between Selenium and Cypress presentationLONDON SDET MEETUP - Difference between Selenium and Cypress presentation
LONDON SDET MEETUP - Difference between Selenium and Cypress presentation
 
Automated testing with Cypress
Automated testing with CypressAutomated testing with Cypress
Automated testing with Cypress
 
Cypress Automation
Cypress  AutomationCypress  Automation
Cypress Automation
 
Cypress workshop for JSFoo 2019
Cypress  workshop for JSFoo 2019Cypress  workshop for JSFoo 2019
Cypress workshop for JSFoo 2019
 
Google App Engine - Java Style
Google App Engine - Java StyleGoogle App Engine - Java Style
Google App Engine - Java Style
 
Introduction to Integration Testing With Cypress
Introduction to Integration Testing With CypressIntroduction to Integration Testing With Cypress
Introduction to Integration Testing With Cypress
 
Introduction to jest
Introduction to jestIntroduction to jest
Introduction to jest
 
Configuration As Code - Adoption of the Job DSL Plugin at Netflix
Configuration As Code - Adoption of the Job DSL Plugin at NetflixConfiguration As Code - Adoption of the Job DSL Plugin at Netflix
Configuration As Code - Adoption of the Job DSL Plugin at Netflix
 
Automated Testing with Cucumber, PhantomJS and Selenium
Automated Testing with Cucumber, PhantomJS and SeleniumAutomated Testing with Cucumber, PhantomJS and Selenium
Automated Testing with Cucumber, PhantomJS and Selenium
 
Cypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil Tayar
Cypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil TayarCypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil Tayar
Cypress vs Selenium WebDriver: Better, Or Just Different? -- by Gil Tayar
 
Async webdriverjs
Async webdriverjsAsync webdriverjs
Async webdriverjs
 
Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...
Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...
Embrace Native Async Nature of JavaScript in WebDriver JS - SeleniumConf Aust...
 
Cypress testing
Cypress testingCypress testing
Cypress testing
 
Capybara testing
Capybara testingCapybara testing
Capybara testing
 
Selenium Testing on Chrome - Google DevFest Armenia 2015
Selenium Testing on Chrome - Google DevFest Armenia 2015Selenium Testing on Chrome - Google DevFest Armenia 2015
Selenium Testing on Chrome - Google DevFest Armenia 2015
 
Selenium practical
Selenium practicalSelenium practical
Selenium practical
 
Selenium Automation at Incapsula
Selenium Automation at IncapsulaSelenium Automation at Incapsula
Selenium Automation at Incapsula
 
Moving From a Selenium Grid to the Cloud - A Real Life Story
Moving From a Selenium Grid to the Cloud - A Real Life StoryMoving From a Selenium Grid to the Cloud - A Real Life Story
Moving From a Selenium Grid to the Cloud - A Real Life Story
 
Cypress for Testing
Cypress for TestingCypress for Testing
Cypress for Testing
 
Cache is King
Cache is KingCache is King
Cache is King
 

Ähnlich wie [123] quality without qa

Escaping Test Hell - ACCU 2014
Escaping Test Hell - ACCU 2014Escaping Test Hell - ACCU 2014
Escaping Test Hell - ACCU 2014Wojciech Seliga
 
Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...
Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...
Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...Peter Leschev
 
Azure Integration DTAP Series, How to go from Development to Production – Par...
Azure Integration DTAP Series, How to go from Development to Production – Par...Azure Integration DTAP Series, How to go from Development to Production – Par...
Azure Integration DTAP Series, How to go from Development to Production – Par...BizTalk360
 
Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017
Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017
Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017Codemotion
 
Serverless in production, an experience report (codemotion milan)
Serverless in production, an experience report (codemotion milan)Serverless in production, an experience report (codemotion milan)
Serverless in production, an experience report (codemotion milan)Yan Cui
 
(Agile) engineering best practices - What every project manager should know
(Agile) engineering best practices - What every project manager should know(Agile) engineering best practices - What every project manager should know
(Agile) engineering best practices - What every project manager should knowRichard Cheng
 
Serverless in production, an experience report (microservices london)
Serverless in production, an experience report (microservices london)Serverless in production, an experience report (microservices london)
Serverless in production, an experience report (microservices london)Yan Cui
 
AWS Lambda from the trenches (Serverless London)
AWS Lambda from the trenches (Serverless London)AWS Lambda from the trenches (Serverless London)
AWS Lambda from the trenches (Serverless London)Yan Cui
 
Serverless in production, an experience report (BuildStuff)
Serverless in production, an experience report (BuildStuff)Serverless in production, an experience report (BuildStuff)
Serverless in production, an experience report (BuildStuff)Yan Cui
 
Introduction to unit testing
Introduction to unit testingIntroduction to unit testing
Introduction to unit testingGil Zilberfeld
 
CI/CD and Asset Serving for Single Page Apps
CI/CD and Asset Serving for Single Page AppsCI/CD and Asset Serving for Single Page Apps
CI/CD and Asset Serving for Single Page AppsMike North
 
Lean-Agile Development with SharePoint - Bill Ayers
Lean-Agile Development with SharePoint - Bill AyersLean-Agile Development with SharePoint - Bill Ayers
Lean-Agile Development with SharePoint - Bill AyersSPC Adriatics
 
SVCC 2011 - 0 - 60: QA Automation @ Box
SVCC 2011 - 0 - 60: QA Automation @ BoxSVCC 2011 - 0 - 60: QA Automation @ Box
SVCC 2011 - 0 - 60: QA Automation @ BoxPeter White
 
What is this agile thing anyway
What is this agile thing anywayWhat is this agile thing anyway
What is this agile thing anywayLisa Van Gelder
 
Continuous Integration on AWS
Continuous Integration on AWSContinuous Integration on AWS
Continuous Integration on AWSPetar Petrov
 
Continuous delivery is more than dev ops
Continuous delivery is more than dev opsContinuous delivery is more than dev ops
Continuous delivery is more than dev opsAgile Montréal
 
How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...
How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...
How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...Peter Leschev
 
Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)Yan Cui
 
Agile Engineering Best Practices by Richard Cheng
Agile Engineering Best Practices by Richard ChengAgile Engineering Best Practices by Richard Cheng
Agile Engineering Best Practices by Richard ChengExcella
 

Ähnlich wie [123] quality without qa (20)

Escaping Test Hell - ACCU 2014
Escaping Test Hell - ACCU 2014Escaping Test Hell - ACCU 2014
Escaping Test Hell - ACCU 2014
 
Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...
Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...
Puppet Camp Melbourne Nov 2014 - A Build Engineering Team’s Journey of Infras...
 
Azure Integration DTAP Series, How to go from Development to Production – Par...
Azure Integration DTAP Series, How to go from Development to Production – Par...Azure Integration DTAP Series, How to go from Development to Production – Par...
Azure Integration DTAP Series, How to go from Development to Production – Par...
 
Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017
Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017
Yan Cui - Serverless in production, an experience report - Codemotion Milan 2017
 
Serverless in production, an experience report (codemotion milan)
Serverless in production, an experience report (codemotion milan)Serverless in production, an experience report (codemotion milan)
Serverless in production, an experience report (codemotion milan)
 
(Agile) engineering best practices - What every project manager should know
(Agile) engineering best practices - What every project manager should know(Agile) engineering best practices - What every project manager should know
(Agile) engineering best practices - What every project manager should know
 
Serverless in production, an experience report (microservices london)
Serverless in production, an experience report (microservices london)Serverless in production, an experience report (microservices london)
Serverless in production, an experience report (microservices london)
 
AWS Lambda from the trenches (Serverless London)
AWS Lambda from the trenches (Serverless London)AWS Lambda from the trenches (Serverless London)
AWS Lambda from the trenches (Serverless London)
 
Serverless in production, an experience report (BuildStuff)
Serverless in production, an experience report (BuildStuff)Serverless in production, an experience report (BuildStuff)
Serverless in production, an experience report (BuildStuff)
 
Introduction to unit testing
Introduction to unit testingIntroduction to unit testing
Introduction to unit testing
 
Ui Testing with Ghost Inspector
Ui Testing with Ghost InspectorUi Testing with Ghost Inspector
Ui Testing with Ghost Inspector
 
CI/CD and Asset Serving for Single Page Apps
CI/CD and Asset Serving for Single Page AppsCI/CD and Asset Serving for Single Page Apps
CI/CD and Asset Serving for Single Page Apps
 
Lean-Agile Development with SharePoint - Bill Ayers
Lean-Agile Development with SharePoint - Bill AyersLean-Agile Development with SharePoint - Bill Ayers
Lean-Agile Development with SharePoint - Bill Ayers
 
SVCC 2011 - 0 - 60: QA Automation @ Box
SVCC 2011 - 0 - 60: QA Automation @ BoxSVCC 2011 - 0 - 60: QA Automation @ Box
SVCC 2011 - 0 - 60: QA Automation @ Box
 
What is this agile thing anyway
What is this agile thing anywayWhat is this agile thing anyway
What is this agile thing anyway
 
Continuous Integration on AWS
Continuous Integration on AWSContinuous Integration on AWS
Continuous Integration on AWS
 
Continuous delivery is more than dev ops
Continuous delivery is more than dev opsContinuous delivery is more than dev ops
Continuous delivery is more than dev ops
 
How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...
How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...
How Atlassian's Build Engineering Team Has Scaled to 150k Builds Per Month an...
 
Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)Serverless in production (O'Reilly Software Architecture)
Serverless in production (O'Reilly Software Architecture)
 
Agile Engineering Best Practices by Richard Cheng
Agile Engineering Best Practices by Richard ChengAgile Engineering Best Practices by Richard Cheng
Agile Engineering Best Practices by Richard Cheng
 

Mehr von NAVER D2

[211] 인공지능이 인공지능 챗봇을 만든다
[211] 인공지능이 인공지능 챗봇을 만든다[211] 인공지능이 인공지능 챗봇을 만든다
[211] 인공지능이 인공지능 챗봇을 만든다NAVER D2
 
[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...
[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...
[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...NAVER D2
 
[215] Druid로 쉽고 빠르게 데이터 분석하기
[215] Druid로 쉽고 빠르게 데이터 분석하기[215] Druid로 쉽고 빠르게 데이터 분석하기
[215] Druid로 쉽고 빠르게 데이터 분석하기NAVER D2
 
[245]Papago Internals: 모델분석과 응용기술 개발
[245]Papago Internals: 모델분석과 응용기술 개발[245]Papago Internals: 모델분석과 응용기술 개발
[245]Papago Internals: 모델분석과 응용기술 개발NAVER D2
 
[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈
[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈
[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈NAVER D2
 
[235]Wikipedia-scale Q&A
[235]Wikipedia-scale Q&A[235]Wikipedia-scale Q&A
[235]Wikipedia-scale Q&ANAVER D2
 
[244]로봇이 현실 세계에 대해 학습하도록 만들기
[244]로봇이 현실 세계에 대해 학습하도록 만들기[244]로봇이 현실 세계에 대해 학습하도록 만들기
[244]로봇이 현실 세계에 대해 학습하도록 만들기NAVER D2
 
[243] Deep Learning to help student’s Deep Learning
[243] Deep Learning to help student’s Deep Learning[243] Deep Learning to help student’s Deep Learning
[243] Deep Learning to help student’s Deep LearningNAVER D2
 
[234]Fast & Accurate Data Annotation Pipeline for AI applications
[234]Fast & Accurate Data Annotation Pipeline for AI applications[234]Fast & Accurate Data Annotation Pipeline for AI applications
[234]Fast & Accurate Data Annotation Pipeline for AI applicationsNAVER D2
 
Old version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing
Old version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load BalancingOld version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing
Old version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load BalancingNAVER D2
 
[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지
[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지
[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지NAVER D2
 
[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기
[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기
[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기NAVER D2
 
[224]네이버 검색과 개인화
[224]네이버 검색과 개인화[224]네이버 검색과 개인화
[224]네이버 검색과 개인화NAVER D2
 
[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)
[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)
[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)NAVER D2
 
[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기
[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기
[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기NAVER D2
 
[213] Fashion Visual Search
[213] Fashion Visual Search[213] Fashion Visual Search
[213] Fashion Visual SearchNAVER D2
 
[232] TensorRT를 활용한 딥러닝 Inference 최적화
[232] TensorRT를 활용한 딥러닝 Inference 최적화[232] TensorRT를 활용한 딥러닝 Inference 최적화
[232] TensorRT를 활용한 딥러닝 Inference 최적화NAVER D2
 
[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지
[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지
[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지NAVER D2
 
[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터
[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터
[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터NAVER D2
 
[223]기계독해 QA: 검색인가, NLP인가?
[223]기계독해 QA: 검색인가, NLP인가?[223]기계독해 QA: 검색인가, NLP인가?
[223]기계독해 QA: 검색인가, NLP인가?NAVER D2
 

Mehr von NAVER D2 (20)

[211] 인공지능이 인공지능 챗봇을 만든다
[211] 인공지능이 인공지능 챗봇을 만든다[211] 인공지능이 인공지능 챗봇을 만든다
[211] 인공지능이 인공지능 챗봇을 만든다
 
[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...
[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...
[233] 대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing: Maglev Hashing Scheduler i...
 
[215] Druid로 쉽고 빠르게 데이터 분석하기
[215] Druid로 쉽고 빠르게 데이터 분석하기[215] Druid로 쉽고 빠르게 데이터 분석하기
[215] Druid로 쉽고 빠르게 데이터 분석하기
 
[245]Papago Internals: 모델분석과 응용기술 개발
[245]Papago Internals: 모델분석과 응용기술 개발[245]Papago Internals: 모델분석과 응용기술 개발
[245]Papago Internals: 모델분석과 응용기술 개발
 
[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈
[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈
[236] 스트림 저장소 최적화 이야기: 아파치 드루이드로부터 얻은 교훈
 
[235]Wikipedia-scale Q&A
[235]Wikipedia-scale Q&A[235]Wikipedia-scale Q&A
[235]Wikipedia-scale Q&A
 
[244]로봇이 현실 세계에 대해 학습하도록 만들기
[244]로봇이 현실 세계에 대해 학습하도록 만들기[244]로봇이 현실 세계에 대해 학습하도록 만들기
[244]로봇이 현실 세계에 대해 학습하도록 만들기
 
[243] Deep Learning to help student’s Deep Learning
[243] Deep Learning to help student’s Deep Learning[243] Deep Learning to help student’s Deep Learning
[243] Deep Learning to help student’s Deep Learning
 
[234]Fast & Accurate Data Annotation Pipeline for AI applications
[234]Fast & Accurate Data Annotation Pipeline for AI applications[234]Fast & Accurate Data Annotation Pipeline for AI applications
[234]Fast & Accurate Data Annotation Pipeline for AI applications
 
Old version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing
Old version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load BalancingOld version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing
Old version: [233]대형 컨테이너 클러스터에서의 고가용성 Network Load Balancing
 
[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지
[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지
[226]NAVER 광고 deep click prediction: 모델링부터 서빙까지
 
[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기
[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기
[225]NSML: 머신러닝 플랫폼 서비스하기 & 모델 튜닝 자동화하기
 
[224]네이버 검색과 개인화
[224]네이버 검색과 개인화[224]네이버 검색과 개인화
[224]네이버 검색과 개인화
 
[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)
[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)
[216]Search Reliability Engineering (부제: 지진에도 흔들리지 않는 네이버 검색시스템)
 
[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기
[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기
[214] Ai Serving Platform: 하루 수 억 건의 인퍼런스를 처리하기 위한 고군분투기
 
[213] Fashion Visual Search
[213] Fashion Visual Search[213] Fashion Visual Search
[213] Fashion Visual Search
 
[232] TensorRT를 활용한 딥러닝 Inference 최적화
[232] TensorRT를 활용한 딥러닝 Inference 최적화[232] TensorRT를 활용한 딥러닝 Inference 최적화
[232] TensorRT를 활용한 딥러닝 Inference 최적화
 
[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지
[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지
[242]컴퓨터 비전을 이용한 실내 지도 자동 업데이트 방법: 딥러닝을 통한 POI 변화 탐지
 
[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터
[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터
[212]C3, 데이터 처리에서 서빙까지 가능한 하둡 클러스터
 
[223]기계독해 QA: 검색인가, NLP인가?
[223]기계독해 QA: 검색인가, NLP인가?[223]기계독해 QA: 검색인가, NLP인가?
[223]기계독해 QA: 검색인가, NLP인가?
 

Kürzlich hochgeladen

Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 

Kürzlich hochgeladen (20)

Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 

[123] quality without qa