SlideShare a Scribd company logo
1 of 54
Download to read offline
Chef at Etsy
@jonlives
Jon Cowie
Sr Operations Engineer
30Million Members
4
1Million Active Shops
20Million Items Listed
5
60Million Monthly Unique Visitors
@jonlives
We Love Chef!
@jonlives
Absorb what is
useful.
Discard what is
useless.
@jonlives
“I am not smart enough to
build an ontology … that
can encompass all the
variations in infrastructure.
Nobody is, the world
moves too fast.”
@jonlives
There is no
magic pill.
@jonlives
You are the
expert.
@jonlives
Chef at Etsy
• Chef Server 11.1.4

• ~2000 Nodes

• CentOS, some Mac OS X
@jonlives
Beginning of 2010 Today
@jonlives
Chef at Etsy
@jonlives
Evolution of Chef
@jonlives
2010: The Beginning
• ~250 Nodes (Ubuntu & CentOS

• The first cookbooks

• Out of the box workflow
@jonlives
2011: Growth
• ~400 Nodes (CentOS)

• Chef still pretty specialised knowledge

• Handlers added
@jonlives
2012: A big year
• ~800 Nodes (CentOS & MacOS X)
• More in-house Chef expertise
• Workflow tooling
• Debugging tooling
• Monitoring
@jonlives
2013: Chef at Etsy
• ~1500 Nodes
• Workflow tooling enhancements
• Feature flags in Chef
• Chef performance - Chef 11 upgrade
@jonlives
2014: Chef at Etsy
• ~2000 nodes
• Consolidation
• CI with Chef
• Omnibus
• Work-in-Progress tooling
@jonlives
Patterns & Workflows
@jonlives
Cookbook Workflow
@jonlives
$> review -r jcowie --cc ops
@jonlives
knife-spork
• https://github.com/jonlives/knife-spork
• Workflow tool
• Helps multiple chefs avoid clashing
• Visibility into changes
• Plugins
@jonlives
knife-spork
• knife spork bump
• knife spork upload
• Test change
@jonlives
Test Change
• https://github.com/jonlives/knife-flip

• knife node flip foo.etsy.com testing

• knife role flip MyRole testing
@jonlives
Test Change
• https://github.com/mrtazz/knife-wip
• Uses node tags



<irccat> CHEF: bburry started work
cent7 package bugfixing on
deploy01.ny5.etsy.com
@jonlives
knife-spork
• knife spork bump
• knife spork upload
• Test change
• knife spork promote --remote
• git commit and push
@jonlives
Monitoring & Debugging
@jonlives
knife-spork & CI Job
<irccat> CHEF: Jon Cowie uploaded pentaho@0.1.8
<irccat> CHEF: Jon Cowie promoted pentaho@0.1.8 to
production <snip>
<irccat> Git PUSH -> Sysops/chef <snip>
<Jenkins> Starting build #5649 for job chef-
server-git-sync
<Jenkins> Project chef-server-git-sync build
#5649: SUCCESS in 2 min 36 sec: http://
ci.etsycorp.com/job/chef-server-git-sync/5649/
@jonlives
IRC Handler
<irccat> Chef run failed on
officebackup01.office.etsy.com gist
failed, see /var/log/chef/client.log on
the host
!
<irccat> Still Failing on
dbnest01.ny4.etsy.com since 2 days ago
https://github.etsycorp.com/gist/
656d8914fbef5a6bd9aa
@jonlives
Lastrun Data
• https://github.com/jgoulah/knife-lastrun

• knife node lastrun foo.bar.com
@jonlives
Lastrun Data
%	
  knife	
  node	
  lastrun	
  dbnest01.ny4.etsy.com	
  
Status	
  	
  	
  	
  	
  	
  	
  	
  	
  failed	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
Elapsed	
  Time	
  	
  	
  	
  	
  29.055892	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  
Start	
  Time	
  	
  	
  	
  	
  	
  	
  2014-­‐10-­‐06	
  12:54:51	
  +0000	
  
End	
  Time	
  	
  	
  	
  	
  	
  	
  	
  	
  2014-­‐10-­‐06	
  12:55:20	
  +0000	
  
!
<snip>	
  
!
Exception	
  
<snip>	
  Installed	
  package	
  backupd-­‐1.4-­‐1.365657d.el5.centos	
  
is	
  newer	
  than	
  candidate	
  package	
  backupd-­‐1.2-­‐1.99ddb8e.el5	
  
@jonlives
Dashboards
@jonlives
Dashboards
@jonlives
Dashboards
@jonlives
Monitoring & Debugging
• https://github.com/etsy/chef-handlers
• https://github.com/etsy/dashboard
• https://github.com/jgoulah/knife-lastrun
• https://github.com/bmarini/knife-inspect
@jonlives
Feature Flags
@jonlives
Downsides of Existing Approach
• Holding cookbook in testing is blocking
• Accidental promotions
• Testing env affects all cookbooks
• “Upgrade” envs often used
• How to make it more “Etsy”?
@jonlives
@jonlives
chef-whitelist
• https://github.com/etsy/chef-whitelist
• Databag driven
• Cookbook library
• Feature flags!
@jonlives
chef-whitelist
{
"id": "php-5-5-17",
"patterns": [
"statsd*.ny5.etsy.com",
"deploy*.ny5.etsy.com",
<snip>
]
}
@jonlives
chef-whitelist
if node.is_in_whitelist? "php-5-5-17"
package "php-pecl-opcache" do
action :remove
end
end
@jonlives
Configuration Data
@jonlives
Keep cookbooks:
• Simple
• Modular
• Scalable
• Maintainable
@jonlives
Environments
• Cookbook version constraints
@jonlives
Roles
• Group-level config
• Syslog-ng
• Iptables
• Sudoers
@jonlives
Roles - iptables
“firewall": {
"ports": {
"11211": {
"subnet_group": "prod_subnets"
},
<snip>
}
}
@jonlives
Roles - Syslog-ng
"syslog": {
"web": {
"web_apache_access_log": {
"source": "/var/log/httpd/access_log",
"source_program_override": "APACHEACCESS: ",
"destination": "/data/syslog/current/web/access.log",
"destination_filters": [
"host('^(web0|dlweb)')",
"match('APACHEACCESS')"
]
}
}
@jonlives
Data Bags
• Global / Datacenter specific Config
• Ganglia
• Cobbler
• VOIP
• Data Storage
@jonlives
Data Bags - Ganglia
{
"id": "config_se5",
"grid_name": "EtsySE5",
"authority": "http://gangliase5.etsycorp.com",
"trusted_hosts": <snip>,
"groups": {
"Utilities": "239.2.11.71",
<snip>
}
<snip>
}
@jonlives
Data Bags - Cobbler
{
"id": "config_corp",
"cobbler_server": "corpking02.corp.etsy.com",
"dns_servers": [ “10.x.x.x", “10.x.x.x" ],
"dhcp_ranges": {
"10.100.x.0": {
"routers": "10.x.x.1",
"mask": "255.255.255.0",
"range": "10.x.x.11 10.x.x.250"
}
}
}
@jonlives
Write cookbooks you’ll
thank yourself for.
@jonlives
!
http://jonliv.es/book
!
Discount Code: AUTHD
!
40% off Print
50% off Digital
@jonlives
Thanks!
Questions?
!
@jonlives / http://jonliv.es / jon@etsy.com

More Related Content

Viewers also liked

Chef meetup presentation
Chef meetup presentationChef meetup presentation
Chef meetup presentationCharles Johnson
 
Morning tea 21 03-2017
Morning tea 21 03-2017Morning tea 21 03-2017
Morning tea 21 03-2017Choice Equity
 
BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017
BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017
BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017anekabuana mandiri
 
Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...
Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...
Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...Docker, Inc.
 

Viewers also liked (8)

Chef meetup presentation
Chef meetup presentationChef meetup presentation
Chef meetup presentation
 
Morning tea 21 03-2017
Morning tea 21 03-2017Morning tea 21 03-2017
Morning tea 21 03-2017
 
BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017
BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017
BUKU PAUD Tematik MURAH: BUKU PAUD BUKU TK Saintifik MURAH 2017
 
DevOps with Chef
DevOps with ChefDevOps with Chef
DevOps with Chef
 
Whats new in web methods 9.12
Whats new in web methods 9.12Whats new in web methods 9.12
Whats new in web methods 9.12
 
Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...
Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...
Orchestration? You Don't Need Orchestration. What You Want Is Choreography by...
 
Game of Sprints
Game of SprintsGame of Sprints
Game of Sprints
 
Aerosol marking paint
Aerosol marking paintAerosol marking paint
Aerosol marking paint
 

Similar to Chef at Etsy

Customizing Chef for Fun and Profit
Customizing Chef for Fun and ProfitCustomizing Chef for Fun and Profit
Customizing Chef for Fun and ProfitJon Cowie
 
Puppet Camp New York 2014: Streamlining Puppet Development Workflow
Puppet Camp New York 2014: Streamlining Puppet Development Workflow Puppet Camp New York 2014: Streamlining Puppet Development Workflow
Puppet Camp New York 2014: Streamlining Puppet Development Workflow Puppet
 
Steamlining your puppet development workflow
Steamlining your puppet development workflowSteamlining your puppet development workflow
Steamlining your puppet development workflowTomas Doran
 
Atmosphere 2014: Really large scale systems configuration - Phil Dibowitz
Atmosphere 2014: Really large scale systems configuration - Phil DibowitzAtmosphere 2014: Really large scale systems configuration - Phil Dibowitz
Atmosphere 2014: Really large scale systems configuration - Phil DibowitzPROIDEA
 
Pragmatic Continuous Delivery - ReaktorDevDay 2012
Pragmatic Continuous Delivery - ReaktorDevDay 2012Pragmatic Continuous Delivery - ReaktorDevDay 2012
Pragmatic Continuous Delivery - ReaktorDevDay 2012Neeme Praks
 
Inside the Chef Push Jobs Service - ChefConf 2015
Inside the Chef Push Jobs Service - ChefConf 2015 Inside the Chef Push Jobs Service - ChefConf 2015
Inside the Chef Push Jobs Service - ChefConf 2015 Chef
 
Cfg mgmtcamp c-dwithchef
Cfg mgmtcamp c-dwithchefCfg mgmtcamp c-dwithchef
Cfg mgmtcamp c-dwithchefGeorge Miranda
 
Node collaboration - sharing information between your systems
Node collaboration - sharing information between your systemsNode collaboration - sharing information between your systems
Node collaboration - sharing information between your systemsm_richardson
 
Lessons Learnt in 2009
Lessons Learnt in 2009Lessons Learnt in 2009
Lessons Learnt in 2009pratiknaik
 
Node object and roles - Fundamentals Webinar Series Part 3
Node object and roles - Fundamentals Webinar Series Part 3Node object and roles - Fundamentals Webinar Series Part 3
Node object and roles - Fundamentals Webinar Series Part 3Chef
 
Etsy Search: How We Index and Query 26 Million One-of-a-kind Items
Etsy Search: How We Index and Query 26 Million One-of-a-kind ItemsEtsy Search: How We Index and Query 26 Million One-of-a-kind Items
Etsy Search: How We Index and Query 26 Million One-of-a-kind ItemsC4Media
 
Graduating To Go - A Jumpstart into the Go Programming Language
Graduating To Go - A Jumpstart into the Go Programming LanguageGraduating To Go - A Jumpstart into the Go Programming Language
Graduating To Go - A Jumpstart into the Go Programming LanguageKaylyn Gibilterra
 
Introduction to Infrastructure as Code & Automation / Introduction to Chef
Introduction to Infrastructure as Code & Automation / Introduction to ChefIntroduction to Infrastructure as Code & Automation / Introduction to Chef
Introduction to Infrastructure as Code & Automation / Introduction to ChefAll Things Open
 
Testable Infrastructure with Chef, Test Kitchen, and Docker
Testable Infrastructure with Chef, Test Kitchen, and DockerTestable Infrastructure with Chef, Test Kitchen, and Docker
Testable Infrastructure with Chef, Test Kitchen, and DockerMandi Walls
 
10 Deployments a day - A brief on extreme release protocols
10 Deployments a day - A brief on extreme release protocols10 Deployments a day - A brief on extreme release protocols
10 Deployments a day - A brief on extreme release protocolsVivek Parihar
 
10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...
10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...
10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...Laurent Bernaille
 
2021.laravelconf.tw.slides1
2021.laravelconf.tw.slides12021.laravelconf.tw.slides1
2021.laravelconf.tw.slides1LiviaLiaoFontech
 

Similar to Chef at Etsy (20)

Customizing Chef for Fun and Profit
Customizing Chef for Fun and ProfitCustomizing Chef for Fun and Profit
Customizing Chef for Fun and Profit
 
Puppet Camp New York 2014: Streamlining Puppet Development Workflow
Puppet Camp New York 2014: Streamlining Puppet Development Workflow Puppet Camp New York 2014: Streamlining Puppet Development Workflow
Puppet Camp New York 2014: Streamlining Puppet Development Workflow
 
Steamlining your puppet development workflow
Steamlining your puppet development workflowSteamlining your puppet development workflow
Steamlining your puppet development workflow
 
Atmosphere 2014: Really large scale systems configuration - Phil Dibowitz
Atmosphere 2014: Really large scale systems configuration - Phil DibowitzAtmosphere 2014: Really large scale systems configuration - Phil Dibowitz
Atmosphere 2014: Really large scale systems configuration - Phil Dibowitz
 
Pragmatic Continuous Delivery - ReaktorDevDay 2012
Pragmatic Continuous Delivery - ReaktorDevDay 2012Pragmatic Continuous Delivery - ReaktorDevDay 2012
Pragmatic Continuous Delivery - ReaktorDevDay 2012
 
Inside the Chef Push Jobs Service - ChefConf 2015
Inside the Chef Push Jobs Service - ChefConf 2015 Inside the Chef Push Jobs Service - ChefConf 2015
Inside the Chef Push Jobs Service - ChefConf 2015
 
Cfg mgmtcamp c-dwithchef
Cfg mgmtcamp c-dwithchefCfg mgmtcamp c-dwithchef
Cfg mgmtcamp c-dwithchef
 
Node collaboration - sharing information between your systems
Node collaboration - sharing information between your systemsNode collaboration - sharing information between your systems
Node collaboration - sharing information between your systems
 
Into The Box 2020 Keynote Day 1
Into The Box 2020 Keynote Day 1Into The Box 2020 Keynote Day 1
Into The Box 2020 Keynote Day 1
 
Lessons Learnt in 2009
Lessons Learnt in 2009Lessons Learnt in 2009
Lessons Learnt in 2009
 
Node object and roles - Fundamentals Webinar Series Part 3
Node object and roles - Fundamentals Webinar Series Part 3Node object and roles - Fundamentals Webinar Series Part 3
Node object and roles - Fundamentals Webinar Series Part 3
 
Etsy Search: How We Index and Query 26 Million One-of-a-kind Items
Etsy Search: How We Index and Query 26 Million One-of-a-kind ItemsEtsy Search: How We Index and Query 26 Million One-of-a-kind Items
Etsy Search: How We Index and Query 26 Million One-of-a-kind Items
 
Graduating To Go - A Jumpstart into the Go Programming Language
Graduating To Go - A Jumpstart into the Go Programming LanguageGraduating To Go - A Jumpstart into the Go Programming Language
Graduating To Go - A Jumpstart into the Go Programming Language
 
Introduction to Infrastructure as Code & Automation / Introduction to Chef
Introduction to Infrastructure as Code & Automation / Introduction to ChefIntroduction to Infrastructure as Code & Automation / Introduction to Chef
Introduction to Infrastructure as Code & Automation / Introduction to Chef
 
Testable Infrastructure with Chef, Test Kitchen, and Docker
Testable Infrastructure with Chef, Test Kitchen, and DockerTestable Infrastructure with Chef, Test Kitchen, and Docker
Testable Infrastructure with Chef, Test Kitchen, and Docker
 
The Environment Restaurant
The Environment RestaurantThe Environment Restaurant
The Environment Restaurant
 
RubyKaigi 2014: ServerEngine
RubyKaigi 2014: ServerEngineRubyKaigi 2014: ServerEngine
RubyKaigi 2014: ServerEngine
 
10 Deployments a day - A brief on extreme release protocols
10 Deployments a day - A brief on extreme release protocols10 Deployments a day - A brief on extreme release protocols
10 Deployments a day - A brief on extreme release protocols
 
10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...
10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...
10 ways to shoot yourself in the foot with kubernetes, #9 will surprise you! ...
 
2021.laravelconf.tw.slides1
2021.laravelconf.tw.slides12021.laravelconf.tw.slides1
2021.laravelconf.tw.slides1
 

Recently uploaded

Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
"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
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
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
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
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
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
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
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 

Recently uploaded (20)

Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
"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
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
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
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
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
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.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)
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 

Chef at Etsy