SlideShare a Scribd company logo
1 of 26
Download to read offline
Closing the Loop:
Direct Change Control
with Puppet
Nick Lewis
@nick_lewis
nick@puppet.com
"A Mad Tea Party" (CC BY-NC-SA 2.0) by Justin in SD
Hello!
Nick Lewis
@nick_lewis
nick@puppet.com
"shinkansen" (CC BY-SA 2.0) by twicepix
Artisanal, hand-crafted bits
• Fast
• For a while
• Wildly unsafe
• Impossible to track
#!/usr/bin/bash
o o o o o o o
?
?
Enter: Puppet!
💡
💡
💡
Nodes have a desired state,
which is periodically updated and reinforced.
Nodes have a desired state,
which is periodically updated and reinforced.
💡
💡
💡
Direct Change
puppet job run --nodes foo.example.com,bar.example.com,baz.example.com
puppet job run --query 'inventory { facts.osfamily = "Debian" }'
puppet job run --query 'resources { type = "Service" and title = "httpd" }'
inventory { facts.osfamily = "Debian"
and resources { type = "Service" and title = "httpd" }
limit 3 }
nodes { last_report_status = "failed" }
catalogs { ! code_id = "urn:puppet:code-id:1:a393e1b;production" }
💡💡
💡
Orchestrator
💡💡
💡
Orchestrator
Direct Change
• The way to make change with Puppet
• Up to 10k nodes now, scale-out later
• Runs from your laptop
Client Tools
• puppet job
• puppet access
• puppet code
• puppet query
Future Work
• UI improvements
• Smarter puppet run throttling
• Open source tooling
Futurer Work
• Asynchronous enforcement
• Automatic change
• Devices, non-root agents
Questions?
Direct Puppet and Application Management for the Puppet Platform
Ryan Coleman
Friday, 1:30 pm @ Terrace Salon (track 6)
PuppetConf 2016: Closing the Loop: Direct Change Control with Puppet – Nick Lewis, Puppet

More Related Content

What's hot

Do Zero ao Node.js - Especialização em Engenharia de Software - UFSCar
Do Zero ao Node.js - Especialização em Engenharia de Software - UFSCarDo Zero ao Node.js - Especialização em Engenharia de Software - UFSCar
Do Zero ao Node.js - Especialização em Engenharia de Software - UFSCarPablo Souza
 
Ansible 實戰:top down 觀點
Ansible 實戰:top down 觀點Ansible 實戰:top down 觀點
Ansible 實戰:top down 觀點William Yeh
 
The top 5 Kubernetes metrics to monitor
The top 5 Kubernetes metrics to monitorThe top 5 Kubernetes metrics to monitor
The top 5 Kubernetes metrics to monitorSysdig
 
PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013
PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013
PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013Puppet
 
Take control of your Jenkins jobs via job DSL.
Take control of your Jenkins jobs via job DSL.Take control of your Jenkins jobs via job DSL.
Take control of your Jenkins jobs via job DSL.Łukasz Proszek
 

What's hot (7)

Do Zero ao Node.js - Especialização em Engenharia de Software - UFSCar
Do Zero ao Node.js - Especialização em Engenharia de Software - UFSCarDo Zero ao Node.js - Especialização em Engenharia de Software - UFSCar
Do Zero ao Node.js - Especialização em Engenharia de Software - UFSCar
 
JavaScript Event Loop
JavaScript Event LoopJavaScript Event Loop
JavaScript Event Loop
 
Ansible 實戰:top down 觀點
Ansible 實戰:top down 觀點Ansible 實戰:top down 觀點
Ansible 實戰:top down 觀點
 
Node.js
Node.jsNode.js
Node.js
 
The top 5 Kubernetes metrics to monitor
The top 5 Kubernetes metrics to monitorThe top 5 Kubernetes metrics to monitor
The top 5 Kubernetes metrics to monitor
 
PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013
PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013
PuppetDB: New Adventures in Higher-Order Automation - PuppetConf 2013
 
Take control of your Jenkins jobs via job DSL.
Take control of your Jenkins jobs via job DSL.Take control of your Jenkins jobs via job DSL.
Take control of your Jenkins jobs via job DSL.
 

Viewers also liked

PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...
PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...
PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...Puppet
 
PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...
PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...
PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...Puppet
 
PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...
PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...
PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...Puppet
 
PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...
PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...
PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...Puppet
 
PuppetConf 2016: Keynote - Luke Kanies, Puppet Founder
PuppetConf 2016: Keynote - Luke Kanies, Puppet FounderPuppetConf 2016: Keynote - Luke Kanies, Puppet Founder
PuppetConf 2016: Keynote - Luke Kanies, Puppet FounderPuppet
 
PuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEO
PuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEOPuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEO
PuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEOPuppet
 
Leading Business Disruption Strategy with EA - Hugh Evans
Leading Business Disruption Strategy with EA - Hugh EvansLeading Business Disruption Strategy with EA - Hugh Evans
Leading Business Disruption Strategy with EA - Hugh EvansCraig Martin
 

Viewers also liked (7)

PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...
PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...
PuppetConf 2016: Direct Puppet and Application Management for the Puppet Plat...
 
PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...
PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...
PuppetConf 2016: Puppet Enterprise Roadmap and How to Succeed with It – Susan...
 
PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...
PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...
PuppetConf 2016: Getting to the Latest Puppet – Nate McCurdy & Elizabeth Witt...
 
PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...
PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...
PuppetConf 2016: A Roadmap for a Platform: Mixing Metaphors for Fun and Profi...
 
PuppetConf 2016: Keynote - Luke Kanies, Puppet Founder
PuppetConf 2016: Keynote - Luke Kanies, Puppet FounderPuppetConf 2016: Keynote - Luke Kanies, Puppet Founder
PuppetConf 2016: Keynote - Luke Kanies, Puppet Founder
 
PuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEO
PuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEOPuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEO
PuppetConf 2016: Keynote - Sanjay Mirchandani, Puppet CEO
 
Leading Business Disruption Strategy with EA - Hugh Evans
Leading Business Disruption Strategy with EA - Hugh EvansLeading Business Disruption Strategy with EA - Hugh Evans
Leading Business Disruption Strategy with EA - Hugh Evans
 

More from Puppet

Puppet camp2021 testing modules and controlrepo
Puppet camp2021 testing modules and controlrepoPuppet camp2021 testing modules and controlrepo
Puppet camp2021 testing modules and controlrepoPuppet
 
Puppetcamp r10kyaml
Puppetcamp r10kyamlPuppetcamp r10kyaml
Puppetcamp r10kyamlPuppet
 
2021 04-15 operational verification (with notes)
2021 04-15 operational verification (with notes)2021 04-15 operational verification (with notes)
2021 04-15 operational verification (with notes)Puppet
 
Puppet camp vscode
Puppet camp vscodePuppet camp vscode
Puppet camp vscodePuppet
 
Modules of the twenties
Modules of the twentiesModules of the twenties
Modules of the twentiesPuppet
 
Applying Roles and Profiles method to compliance code
Applying Roles and Profiles method to compliance codeApplying Roles and Profiles method to compliance code
Applying Roles and Profiles method to compliance codePuppet
 
KGI compliance as-code approach
KGI compliance as-code approachKGI compliance as-code approach
KGI compliance as-code approachPuppet
 
Enforce compliance policy with model-driven automation
Enforce compliance policy with model-driven automationEnforce compliance policy with model-driven automation
Enforce compliance policy with model-driven automationPuppet
 
Keynote: Puppet camp compliance
Keynote: Puppet camp complianceKeynote: Puppet camp compliance
Keynote: Puppet camp compliancePuppet
 
Automating it management with Puppet + ServiceNow
Automating it management with Puppet + ServiceNowAutomating it management with Puppet + ServiceNow
Automating it management with Puppet + ServiceNowPuppet
 
Puppet: The best way to harden Windows
Puppet: The best way to harden WindowsPuppet: The best way to harden Windows
Puppet: The best way to harden WindowsPuppet
 
Simplified Patch Management with Puppet - Oct. 2020
Simplified Patch Management with Puppet - Oct. 2020Simplified Patch Management with Puppet - Oct. 2020
Simplified Patch Management with Puppet - Oct. 2020Puppet
 
Accelerating azure adoption with puppet
Accelerating azure adoption with puppetAccelerating azure adoption with puppet
Accelerating azure adoption with puppetPuppet
 
Puppet catalog Diff; Raphael Pinson
Puppet catalog Diff; Raphael PinsonPuppet catalog Diff; Raphael Pinson
Puppet catalog Diff; Raphael PinsonPuppet
 
ServiceNow and Puppet- better together, Kevin Reeuwijk
ServiceNow and Puppet- better together, Kevin ReeuwijkServiceNow and Puppet- better together, Kevin Reeuwijk
ServiceNow and Puppet- better together, Kevin ReeuwijkPuppet
 
Take control of your dev ops dumping ground
Take control of your  dev ops dumping groundTake control of your  dev ops dumping ground
Take control of your dev ops dumping groundPuppet
 
100% Puppet Cloud Deployment of Legacy Software
100% Puppet Cloud Deployment of Legacy Software100% Puppet Cloud Deployment of Legacy Software
100% Puppet Cloud Deployment of Legacy SoftwarePuppet
 
Puppet User Group
Puppet User GroupPuppet User Group
Puppet User GroupPuppet
 
Continuous Compliance and DevSecOps
Continuous Compliance and DevSecOpsContinuous Compliance and DevSecOps
Continuous Compliance and DevSecOpsPuppet
 
The Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick Maludy
The Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick MaludyThe Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick Maludy
The Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick MaludyPuppet
 

More from Puppet (20)

Puppet camp2021 testing modules and controlrepo
Puppet camp2021 testing modules and controlrepoPuppet camp2021 testing modules and controlrepo
Puppet camp2021 testing modules and controlrepo
 
Puppetcamp r10kyaml
Puppetcamp r10kyamlPuppetcamp r10kyaml
Puppetcamp r10kyaml
 
2021 04-15 operational verification (with notes)
2021 04-15 operational verification (with notes)2021 04-15 operational verification (with notes)
2021 04-15 operational verification (with notes)
 
Puppet camp vscode
Puppet camp vscodePuppet camp vscode
Puppet camp vscode
 
Modules of the twenties
Modules of the twentiesModules of the twenties
Modules of the twenties
 
Applying Roles and Profiles method to compliance code
Applying Roles and Profiles method to compliance codeApplying Roles and Profiles method to compliance code
Applying Roles and Profiles method to compliance code
 
KGI compliance as-code approach
KGI compliance as-code approachKGI compliance as-code approach
KGI compliance as-code approach
 
Enforce compliance policy with model-driven automation
Enforce compliance policy with model-driven automationEnforce compliance policy with model-driven automation
Enforce compliance policy with model-driven automation
 
Keynote: Puppet camp compliance
Keynote: Puppet camp complianceKeynote: Puppet camp compliance
Keynote: Puppet camp compliance
 
Automating it management with Puppet + ServiceNow
Automating it management with Puppet + ServiceNowAutomating it management with Puppet + ServiceNow
Automating it management with Puppet + ServiceNow
 
Puppet: The best way to harden Windows
Puppet: The best way to harden WindowsPuppet: The best way to harden Windows
Puppet: The best way to harden Windows
 
Simplified Patch Management with Puppet - Oct. 2020
Simplified Patch Management with Puppet - Oct. 2020Simplified Patch Management with Puppet - Oct. 2020
Simplified Patch Management with Puppet - Oct. 2020
 
Accelerating azure adoption with puppet
Accelerating azure adoption with puppetAccelerating azure adoption with puppet
Accelerating azure adoption with puppet
 
Puppet catalog Diff; Raphael Pinson
Puppet catalog Diff; Raphael PinsonPuppet catalog Diff; Raphael Pinson
Puppet catalog Diff; Raphael Pinson
 
ServiceNow and Puppet- better together, Kevin Reeuwijk
ServiceNow and Puppet- better together, Kevin ReeuwijkServiceNow and Puppet- better together, Kevin Reeuwijk
ServiceNow and Puppet- better together, Kevin Reeuwijk
 
Take control of your dev ops dumping ground
Take control of your  dev ops dumping groundTake control of your  dev ops dumping ground
Take control of your dev ops dumping ground
 
100% Puppet Cloud Deployment of Legacy Software
100% Puppet Cloud Deployment of Legacy Software100% Puppet Cloud Deployment of Legacy Software
100% Puppet Cloud Deployment of Legacy Software
 
Puppet User Group
Puppet User GroupPuppet User Group
Puppet User Group
 
Continuous Compliance and DevSecOps
Continuous Compliance and DevSecOpsContinuous Compliance and DevSecOps
Continuous Compliance and DevSecOps
 
The Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick Maludy
The Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick MaludyThe Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick Maludy
The Dynamic Duo of Puppet and Vault tame SSL Certificates, Nick Maludy
 

Recently uploaded

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Zilliz
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistandanishmna97
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 

Recently uploaded (20)

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 

PuppetConf 2016: Closing the Loop: Direct Change Control with Puppet – Nick Lewis, Puppet