A brief introduction to RTIR

Jesse Vincent
Jesse VincentFounder and CEO at Prime Radiant
RT and RT for
Incident Response
    Jesse Vincent, Best Practical Solutions


http://fsck.com/~jesse/talks/2008/09/rtir.pdf
Carlos Fuentes Bermejo

 RTIR WG - Primary Technical Contact
 RedIRIS IRIS-CERT - Security Specialist
 Si habla español
 Couldn’t be here today :(

  http://fsck.com/~jesse/talks/2008/09/rtir.pdf
Jesse Vincent

Designed RT and RTIR
 (It’s all my fault)
Founded Best Practical
 (It’s even more my fault)
No puedo presentar en español. Lo Siento.

 http://fsck.com/~jesse/talks/2008/09/rtir.pdf
¡AVISO!

WARNING!
I represent a
software vendor
We sell support,
training, consulting and
 customization for RT,
    RTIR and RTFM
This talk could be
dangerously close to a
      sales pitch
I’m not a sales guy
All the software we
make is open source
We created RT to
help sysadmins and
   helpdesk staff
We helped create RTIR
to let CERT teams be
    more effective
I want you to use RTIR
(or RT) for free - forever
I will be happy if you
  use them for free
(Now do you believe
that I’m not a sales guy?)
About RT
RT is a Ticketing System
RT helps keep you
    organized
Every conversation gets
 a number, a status and
       an owner
RT helps keep your
 customers happy
RT sends an autoreply and
ticket number when they
    report a problem
RT helps keep your team
    from going crazy
You know what’s been
  done – and when
RT helps you show your
bosses how hard you work
It’s easy to run reports
 on all kinds of metrics
RT builds an ad-hoc
  knowledge base
(RTFM helps you build an
explicit Knowledge Base)
Some RT history...
Created in 1996
First public release in 1997
2.0 released in 1999
Best Practical formed in 2001
RTIR Created in 2003
RTIR WG Started in 2005
RTIR 2.4 Released 2008 (Last week!)
What is RT used for?
Issue Tracking      Process Management

Trouble Ticketing   Bug Tracking

Incident Handling   Sales Leads

Workflow             Youth Counseling

Helpdesk            Home Rentals

Customer Service
RT Homepage
Ticket Details
Ticket History
Ticket Update
RT Core Concepts
Tickets
Queues
Custom Fields
Scrips
Access Control
Email Gateway
Internationalization
Tickets

Track issues
Have unique id #s
Keep a history of correspondence
Have one owner
  (And a bunch of other metadata)
Queues

High-level grouping of tickets
Each can have its own
  Access Control
  Business Logic (Scrips)
  Custom Fields
Custom Fields
Track your own ticket metadata
 Freeform (optional validation)
 Select (one or many)
 Text block
 Upload files or images
 Custom data sources
 Per-field access control
Scrips
Custom business logic
  (Also how RT sends mail)
Each is built from
  Condition
  Action
  Template
Access Control


User, Group or Role based
Global and Per-queue rights
Email Gateway

RT was first made to replace a mailing list
RT is designed for email interaction
  (and web. and command line)
RT mediates and tracks all discussions
Internationalization
Fully native UTF8 internally
Speaks 22 languages
Handles inbound and outbound email
encoding
Contribute at
  https://translations.launchpad.net/rt/
More RT Features
Charts and Reports       Ticket Locking
Dashboards               Web API
Self-service interface   Perl API
Feeds                    CLI tools
RTFM                     Customizability
PGP Support
Themability              The RT Community
Ticket Aging
The RT Community
http://bestpractical.com/rt

http://wiki.bestpractical.com

rt-es-subscribe@lists.bestpractical.com

rt-users-subscribe@lists.bestpractical.com
rt-devel-subscribe@lists.bestpractical.com
Quick Start (For testing)
wget http://download.bestpractical.com/
 pub/rt/release/rt.tar.gz

tar xzvf rt.tar.gz

cd rt-3.8.1

make fixdeps

./bin/standalone_httpd
RTIR: RT For Incident
      Response
What is RTIR?

Ticketing System
RT for Incident Response
Designed for CERT/CSIRT Teams
Designed for a CERT team - JANET-CERT
Generalized for a ‘standard’ process
Differences from RT


RTIR is RT
...with more features, a custom interface
and special configuration
Designed for
CERT/CSIRT Teams

Metadata - IPs, SLAs, Constituency, etc
Workflows - Streamline your job
Views - Show what you need
Plugins - Lookups, Locking, ‘Shredding’, etc
We designed RTIR to help you
     get your job done
RTIR keeps track of
     incidents
RTIR keeps track of
 correspondence
RTIR keeps an
uneditable history
RTIR makes incident
  research easier
RTIR tracks your
SLA commitments
RTIR integrates with
your other systems
RTIR takes care of the
   ‘boring’ parts of
 Incident Response
RTIR Basics

Incident Reports
Incidents
Investigations
Blocks
RTIR History
RTIR 1.0

Sponsored by JANET-CERT
Replaced a homebuilt Remedy system
Built on RT 3.0
2003
RTIR 1.0 Features

Clickable ‘Data Detectors’
IP/Domain/Address Lookup Tool
RTIR Automated Rules
SLA Monitoring
Business-Hours Logic
RTIR WG Members
JANET CSIRT/UKERNA    ACOnet-CERT
(Chair of project)
                      LITNET CERT
IRIS-CERT/RedIRIS
(Technical contact)   SUNet CERT

CERT POLSKA           SWITCH-CERT

CERT.PT

GOVCERT.NL
RTIR 2
Sponsored by TERENA RTIR WG
Initial vision by JANET-CERT
Design collaboration between RTIR WG
and Best Practical
Built on RT 3.8
RTIR 2.4 released September 2008
RTIR 2.4 New Features
 PGP Integration           Message Forwarding

 Ticket Locking            Bulk Actions

 Ticket Aging              Quick Actions

 Database Pruning          Per-User Timezones

 RTFM Integration

 IP Address Range Fields
RTIR 2.4 New Features
 Improved Automation      Improved UI

 Improved Searching       More flexible workflow

 Improved Customization   More user preferences

 Improved Reporting       Easier Integration

 Improved Testing

 Improved Performance
The RTIR Workflow
RTIR Homepage
RTIR is built around
      Incidents
Incidents tie everything together
One Incident for
  many Incident Reports
  many Investigations
  many Blocks
It usually starts with an
     Incident Report
 Conversations with Customers


 “Something bad happened!”
 “Please help me!”
Create an IR
Create an IR #2
IR Details
IR History
Incident Report Reply
Incident Report History
Once reported, the
team tracks an Incident

 Track what actually happened
 Private / Internal
 Tie everything together
Create an Incident
Incident Details
Incident Details #2
Incident History
The team starts an
    Investigation
Internal Research and Discovery
Conversations with external partners
 Law Enforcement
 Network Providers
 Experts
Launch Investigation
Launch Investigation
Investigation Details
Investigation History
Sometimes the easiest
 answer is just a Block
 Records of network blockades
 Tied to an Incident
 Could auto-update firewalls


 (Optional Feature)
Create a Block
Automatic IP Detection
Automatic IP Detection
Data Detectors
Research Tools
You should be using
   RTIR (or RT)
Cost of RTIR: $0
Cost of required
 software: $0
Cost of required
 hardware: $0?
Operating System


Unix/Linux/FreeBSD/MacOS X/Solaris/etc
(We don’t do Windows)
Database

MySQL 4.1 or 5.0
PostgreSQL 8.x
Oracle 9x or 10.x
SQLite (for testing)
Web Server

Apache
  mod_perl or FastCGI
lightttpd
  FastCGI
Standalone pure-perl server
RT & RTIR Community
 http://bestpractical.com/rtir/

 http://wiki.bestpractical.com - http://rtir.org

 rtir-subscribe@lists.bestpractical.com
 rt-es-subscribe@lists.bestpractical.com

 rt-users-subscribe@lists.bestpractical.com
 rt-devel-subscribe@lists.bestpractical.com
¡Muchas gracias!


                            ¿Preguntas?
                http://fsck.com/~jesse/talks/2008/09/rtir.pdf



Jesse Vincent - jesse@bestpractical.com - +1 617 812 0745
1 of 98

Recommended

6th Grade Research Paper by
6th Grade Research Paper 6th Grade Research Paper
6th Grade Research Paper epfund
9.3K views2 slides
Turn Jobs to Be Done Theory into Practice - Tony Ulwick at Business of Softwa... by
Turn Jobs to Be Done Theory into Practice - Tony Ulwick at Business of Softwa...Turn Jobs to Be Done Theory into Practice - Tony Ulwick at Business of Softwa...
Turn Jobs to Be Done Theory into Practice - Tony Ulwick at Business of Softwa...Business of Software Conference
18.3K views58 slides
Bitcoin by
BitcoinBitcoin
Bitcoinmahdi ataeyan
3.5K views57 slides
The Simpsons Myers-Briggs Test by
The Simpsons Myers-Briggs TestThe Simpsons Myers-Briggs Test
The Simpsons Myers-Briggs TestLina Nandy
441.9K views40 slides
Getting behind the Perfect Pitch - Harvard Innovation Lab Workshop by
Getting behind the Perfect Pitch - Harvard Innovation Lab WorkshopGetting behind the Perfect Pitch - Harvard Innovation Lab Workshop
Getting behind the Perfect Pitch - Harvard Innovation Lab WorkshopMichael Skok
66.1K views65 slides
Drive with Dan Pink by
Drive with Dan PinkDrive with Dan Pink
Drive with Dan PinkHPCareer.Net / State of Wellness Inc.
3.5K views9 slides

More Related Content

What's hot

[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi... by
[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi...[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi...
[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi...DataScienceConferenc1
100 views17 slides
MBTI _group introduction by
MBTI _group introductionMBTI _group introduction
MBTI _group introductionThierry De Grieze
2.2K views81 slides
Startup Secrets Case Study: Actuality Systems by
Startup Secrets Case Study: Actuality SystemsStartup Secrets Case Study: Actuality Systems
Startup Secrets Case Study: Actuality SystemsMichael Skok
10.2K views45 slides
The Next Big Trend in Crypto will likely be Blockchain Games by
The Next Big Trend in Crypto will likely be Blockchain GamesThe Next Big Trend in Crypto will likely be Blockchain Games
The Next Big Trend in Crypto will likely be Blockchain GamesZsolt Pasztor
298 views6 slides
데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서 by
데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서
데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서minseo koo
704 views40 slides
31 Quotes To Celebrate Teamwork and Collaboration by
31 Quotes To Celebrate Teamwork and Collaboration31 Quotes To Celebrate Teamwork and Collaboration
31 Quotes To Celebrate Teamwork and CollaborationHubSpot
3.9M views33 slides

What's hot(6)

[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi... by DataScienceConferenc1
[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi...[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi...
[Cryptica 22] Finspot: A real-world asset tokenization in practice - Jovan Mi...
Startup Secrets Case Study: Actuality Systems by Michael Skok
Startup Secrets Case Study: Actuality SystemsStartup Secrets Case Study: Actuality Systems
Startup Secrets Case Study: Actuality Systems
Michael Skok10.2K views
The Next Big Trend in Crypto will likely be Blockchain Games by Zsolt Pasztor
The Next Big Trend in Crypto will likely be Blockchain GamesThe Next Big Trend in Crypto will likely be Blockchain Games
The Next Big Trend in Crypto will likely be Blockchain Games
Zsolt Pasztor298 views
데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서 by minseo koo
데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서
데이터야놀자2018-들어는 봤니? 유저로그 자동화-구민서
minseo koo704 views
31 Quotes To Celebrate Teamwork and Collaboration by HubSpot
31 Quotes To Celebrate Teamwork and Collaboration31 Quotes To Celebrate Teamwork and Collaboration
31 Quotes To Celebrate Teamwork and Collaboration
HubSpot3.9M views

Similar to A brief introduction to RTIR

RT and RT for Incident Response by
RT and RT for Incident ResponseRT and RT for Incident Response
RT and RT for Incident ResponseBest Practical Solutions
7.5K views104 slides
An introduction to RTIR by
An introduction to RTIRAn introduction to RTIR
An introduction to RTIRJesse Vincent
1.3K views61 slides
DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane... by
DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane...DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane...
DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane...Felipe Prado
76 views67 slides
C Cure Users Group Presentation Final 4 by
C Cure Users Group Presentation Final 4C Cure Users Group Presentation Final 4
C Cure Users Group Presentation Final 4halgig
2.6K views29 slides
Introduction To NIDS by
Introduction To NIDSIntroduction To NIDS
Introduction To NIDSMichael Boman
1.4K views25 slides
Low cost multi-sensor IDS system by
Low cost multi-sensor IDS systemLow cost multi-sensor IDS system
Low cost multi-sensor IDS systemRobert Schrack
2.3K views35 slides

Similar to A brief introduction to RTIR(20)

An introduction to RTIR by Jesse Vincent
An introduction to RTIRAn introduction to RTIR
An introduction to RTIR
Jesse Vincent1.3K views
DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane... by Felipe Prado
DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane...DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane...
DEF CON 27 - DANIEL ROMERO and MARIO RIVAS - why you should fear your mundane...
Felipe Prado76 views
C Cure Users Group Presentation Final 4 by halgig
C Cure Users Group Presentation Final 4C Cure Users Group Presentation Final 4
C Cure Users Group Presentation Final 4
halgig2.6K views
Low cost multi-sensor IDS system by Robert Schrack
Low cost multi-sensor IDS systemLow cost multi-sensor IDS system
Low cost multi-sensor IDS system
Robert Schrack2.3K views
Introducing PagerDuty Process Automation by Rundeck
Introducing PagerDuty Process AutomationIntroducing PagerDuty Process Automation
Introducing PagerDuty Process Automation
Rundeck374 views
Comparison Between Different Firewall And Their Abilities. by Lisa Brown
Comparison Between Different Firewall And Their Abilities.Comparison Between Different Firewall And Their Abilities.
Comparison Between Different Firewall And Their Abilities.
Lisa Brown3 views
Bsides Tampa Blue Team’s tool dump. by Alexander Kot
Bsides Tampa Blue Team’s tool dump.Bsides Tampa Blue Team’s tool dump.
Bsides Tampa Blue Team’s tool dump.
Alexander Kot141 views
Optimizing windows 8 for virtual desktops - teched 2013 Jeff Stokes by Jeff Stokes
Optimizing windows 8 for virtual desktops - teched 2013 Jeff StokesOptimizing windows 8 for virtual desktops - teched 2013 Jeff Stokes
Optimizing windows 8 for virtual desktops - teched 2013 Jeff Stokes
Jeff Stokes73 views
Data Onboarding Breakout Session by Splunk
Data Onboarding Breakout SessionData Onboarding Breakout Session
Data Onboarding Breakout Session
Splunk1.5K views
LogChaos: Challenges and Opportunities of Security Log Standardization by Anton Chuvakin
LogChaos: Challenges and Opportunities of Security Log StandardizationLogChaos: Challenges and Opportunities of Security Log Standardization
LogChaos: Challenges and Opportunities of Security Log Standardization
Anton Chuvakin2.2K views
Linux IT Monitoring tools - An Overview by viswesvaran d
Linux  IT Monitoring tools - An Overview Linux  IT Monitoring tools - An Overview
Linux IT Monitoring tools - An Overview
viswesvaran d26 views
Freeware Security Tools You Need by amiable_indian
Freeware Security Tools You NeedFreeware Security Tools You Need
Freeware Security Tools You Need
amiable_indian1.4K views
Upgrade Your SOC with Cortex XSOAR & Elastic SIEM by Elasticsearch
Upgrade Your SOC with Cortex XSOAR & Elastic SIEMUpgrade Your SOC with Cortex XSOAR & Elastic SIEM
Upgrade Your SOC with Cortex XSOAR & Elastic SIEM
Elasticsearch4.8K views
Back-2-Basics: Exception & Event Instrumentation in .NET by David McCarter
Back-2-Basics: Exception & Event Instrumentation in .NETBack-2-Basics: Exception & Event Instrumentation in .NET
Back-2-Basics: Exception & Event Instrumentation in .NET
David McCarter455 views
Back-2-Basics: Exception & Event Instrumentation in .NET by David McCarter
Back-2-Basics: Exception & Event Instrumentation in .NETBack-2-Basics: Exception & Event Instrumentation in .NET
Back-2-Basics: Exception & Event Instrumentation in .NET
David McCarter658 views
Building an Observability Platform in 389 Difficult Steps by DigitalOcean
Building an Observability Platform in 389 Difficult StepsBuilding an Observability Platform in 389 Difficult Steps
Building an Observability Platform in 389 Difficult Steps
DigitalOcean29 views

More from Jesse Vincent

Building a keyboard from scratch by
Building a keyboard from scratchBuilding a keyboard from scratch
Building a keyboard from scratchJesse Vincent
165.6K views158 slides
So, I made a keyboard by
So, I made a keyboardSo, I made a keyboard
So, I made a keyboardJesse Vincent
62.7K views136 slides
Dancing App Stores - Android Open 2011 by
Dancing App Stores - Android Open 2011Dancing App Stores - Android Open 2011
Dancing App Stores - Android Open 2011Jesse Vincent
1.6K views150 slides
Perl 5.16 and Beyond - YAPC::Asia 2011 by
Perl 5.16 and Beyond - YAPC::Asia 2011Perl 5.16 and Beyond - YAPC::Asia 2011
Perl 5.16 and Beyond - YAPC::Asia 2011Jesse Vincent
1.6K views254 slides
Perl 5.16 and beyond by
Perl 5.16 and beyondPerl 5.16 and beyond
Perl 5.16 and beyondJesse Vincent
4.6K views302 slides
OSCON 2011 - Perl 5.16 and beyond by
OSCON 2011 - Perl 5.16 and beyondOSCON 2011 - Perl 5.16 and beyond
OSCON 2011 - Perl 5.16 and beyondJesse Vincent
4.2K views307 slides

More from Jesse Vincent(20)

Building a keyboard from scratch by Jesse Vincent
Building a keyboard from scratchBuilding a keyboard from scratch
Building a keyboard from scratch
Jesse Vincent165.6K views
So, I made a keyboard by Jesse Vincent
So, I made a keyboardSo, I made a keyboard
So, I made a keyboard
Jesse Vincent62.7K views
Dancing App Stores - Android Open 2011 by Jesse Vincent
Dancing App Stores - Android Open 2011Dancing App Stores - Android Open 2011
Dancing App Stores - Android Open 2011
Jesse Vincent1.6K views
Perl 5.16 and Beyond - YAPC::Asia 2011 by Jesse Vincent
Perl 5.16 and Beyond - YAPC::Asia 2011Perl 5.16 and Beyond - YAPC::Asia 2011
Perl 5.16 and Beyond - YAPC::Asia 2011
Jesse Vincent1.6K views
OSCON 2011 - Perl 5.16 and beyond by Jesse Vincent
OSCON 2011 - Perl 5.16 and beyondOSCON 2011 - Perl 5.16 and beyond
OSCON 2011 - Perl 5.16 and beyond
Jesse Vincent4.2K views
RT4 - The whole sordid story by Jesse Vincent
RT4 - The whole sordid storyRT4 - The whole sordid story
RT4 - The whole sordid story
Jesse Vincent3.1K views
P2P Bug Tracking with SD by Jesse Vincent
P2P Bug Tracking with SDP2P Bug Tracking with SD
P2P Bug Tracking with SD
Jesse Vincent3.1K views
SD - A peer to peer issue tracking system by Jesse Vincent
SD - A peer to peer issue tracking systemSD - A peer to peer issue tracking system
SD - A peer to peer issue tracking system
Jesse Vincent30.4K views
Hacking your Kindle (OSCON Lightning Talk) by Jesse Vincent
Hacking your Kindle (OSCON Lightning Talk)Hacking your Kindle (OSCON Lightning Talk)
Hacking your Kindle (OSCON Lightning Talk)
Jesse Vincent3.5K views
Beginning Kindle Hackery by Jesse Vincent
Beginning Kindle HackeryBeginning Kindle Hackery
Beginning Kindle Hackery
Jesse Vincent12.4K views
SD, a P2P bug tracking system by Jesse Vincent
SD, a P2P bug tracking systemSD, a P2P bug tracking system
SD, a P2P bug tracking system
Jesse Vincent13.6K views
Prophet - Beijing Perl Workshop by Jesse Vincent
Prophet - Beijing Perl WorkshopProphet - Beijing Perl Workshop
Prophet - Beijing Perl Workshop
Jesse Vincent1K views
Beijing Perl Workshop 2008 Hiveminder Secret Sauce by Jesse Vincent
Beijing Perl Workshop 2008 Hiveminder Secret SauceBeijing Perl Workshop 2008 Hiveminder Secret Sauce
Beijing Perl Workshop 2008 Hiveminder Secret Sauce
Jesse Vincent1.2K views
Prophet: a path out of the Cloud by Jesse Vincent
Prophet: a path out of the CloudProphet: a path out of the Cloud
Prophet: a path out of the Cloud
Jesse Vincent1.3K views
Hiveminder - Everything but the Secret Sauce by Jesse Vincent
Hiveminder - Everything but the Secret SauceHiveminder - Everything but the Secret Sauce
Hiveminder - Everything but the Secret Sauce
Jesse Vincent2.9K views
Prophet - A peer to peer replicated disconnected database by Jesse Vincent
Prophet - A peer to peer replicated disconnected databaseProphet - A peer to peer replicated disconnected database
Prophet - A peer to peer replicated disconnected database
Jesse Vincent4.4K views

Recently uploaded

"Running students' code in isolation. The hard way", Yurii Holiuk by
"Running students' code in isolation. The hard way", Yurii Holiuk "Running students' code in isolation. The hard way", Yurii Holiuk
"Running students' code in isolation. The hard way", Yurii Holiuk Fwdays
36 views34 slides
Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda... by
Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda...Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda...
Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda...ShapeBlue
164 views13 slides
Optimizing Communication to Optimize Human Behavior - LCBM by
Optimizing Communication to Optimize Human Behavior - LCBMOptimizing Communication to Optimize Human Behavior - LCBM
Optimizing Communication to Optimize Human Behavior - LCBMYaman Kumar
38 views49 slides
ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ... by
ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ...ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ...
ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ...Jasper Oosterveld
35 views49 slides
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlue by
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlueWhat’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlue
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlueShapeBlue
265 views23 slides
LLMs in Production: Tooling, Process, and Team Structure by
LLMs in Production: Tooling, Process, and Team StructureLLMs in Production: Tooling, Process, and Team Structure
LLMs in Production: Tooling, Process, and Team StructureAggregage
57 views77 slides

Recently uploaded(20)

"Running students' code in isolation. The hard way", Yurii Holiuk by Fwdays
"Running students' code in isolation. The hard way", Yurii Holiuk "Running students' code in isolation. The hard way", Yurii Holiuk
"Running students' code in isolation. The hard way", Yurii Holiuk
Fwdays36 views
Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda... by ShapeBlue
Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda...Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda...
Hypervisor Agnostic DRS in CloudStack - Brief overview & demo - Vishesh Jinda...
ShapeBlue164 views
Optimizing Communication to Optimize Human Behavior - LCBM by Yaman Kumar
Optimizing Communication to Optimize Human Behavior - LCBMOptimizing Communication to Optimize Human Behavior - LCBM
Optimizing Communication to Optimize Human Behavior - LCBM
Yaman Kumar38 views
ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ... by Jasper Oosterveld
ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ...ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ...
ESPC 2023 - Protect and Govern your Sensitive Data with Microsoft Purview in ...
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlue by ShapeBlue
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlueWhat’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlue
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlue
ShapeBlue265 views
LLMs in Production: Tooling, Process, and Team Structure by Aggregage
LLMs in Production: Tooling, Process, and Team StructureLLMs in Production: Tooling, Process, and Team Structure
LLMs in Production: Tooling, Process, and Team Structure
Aggregage57 views
Why and How CloudStack at weSystems - Stephan Bienek - weSystems by ShapeBlue
Why and How CloudStack at weSystems - Stephan Bienek - weSystemsWhy and How CloudStack at weSystems - Stephan Bienek - weSystems
Why and How CloudStack at weSystems - Stephan Bienek - weSystems
ShapeBlue247 views
State of the Union - Rohit Yadav - Apache CloudStack by ShapeBlue
State of the Union - Rohit Yadav - Apache CloudStackState of the Union - Rohit Yadav - Apache CloudStack
State of the Union - Rohit Yadav - Apache CloudStack
ShapeBlue303 views
Enabling DPU Hardware Accelerators in XCP-ng Cloud Platform Environment - And... by ShapeBlue
Enabling DPU Hardware Accelerators in XCP-ng Cloud Platform Environment - And...Enabling DPU Hardware Accelerators in XCP-ng Cloud Platform Environment - And...
Enabling DPU Hardware Accelerators in XCP-ng Cloud Platform Environment - And...
ShapeBlue108 views
Business Analyst Series 2023 - Week 4 Session 7 by DianaGray10
Business Analyst Series 2023 -  Week 4 Session 7Business Analyst Series 2023 -  Week 4 Session 7
Business Analyst Series 2023 - Week 4 Session 7
DianaGray10146 views
The Power of Heat Decarbonisation Plans in the Built Environment by IES VE
The Power of Heat Decarbonisation Plans in the Built EnvironmentThe Power of Heat Decarbonisation Plans in the Built Environment
The Power of Heat Decarbonisation Plans in the Built Environment
IES VE84 views
2FA and OAuth2 in CloudStack - Andrija Panić - ShapeBlue by ShapeBlue
2FA and OAuth2 in CloudStack - Andrija Panić - ShapeBlue2FA and OAuth2 in CloudStack - Andrija Panić - ShapeBlue
2FA and OAuth2 in CloudStack - Andrija Panić - ShapeBlue
ShapeBlue152 views
Transitioning from VMware vCloud to Apache CloudStack: A Path to Profitabilit... by ShapeBlue
Transitioning from VMware vCloud to Apache CloudStack: A Path to Profitabilit...Transitioning from VMware vCloud to Apache CloudStack: A Path to Profitabilit...
Transitioning from VMware vCloud to Apache CloudStack: A Path to Profitabilit...
ShapeBlue162 views
Setting Up Your First CloudStack Environment with Beginners Challenges - MD R... by ShapeBlue
Setting Up Your First CloudStack Environment with Beginners Challenges - MD R...Setting Up Your First CloudStack Environment with Beginners Challenges - MD R...
Setting Up Your First CloudStack Environment with Beginners Challenges - MD R...
ShapeBlue178 views
Initiating and Advancing Your Strategic GIS Governance Strategy by Safe Software
Initiating and Advancing Your Strategic GIS Governance StrategyInitiating and Advancing Your Strategic GIS Governance Strategy
Initiating and Advancing Your Strategic GIS Governance Strategy
Safe Software184 views
Elevating Privacy and Security in CloudStack - Boris Stoyanov - ShapeBlue by ShapeBlue
Elevating Privacy and Security in CloudStack - Boris Stoyanov - ShapeBlueElevating Privacy and Security in CloudStack - Boris Stoyanov - ShapeBlue
Elevating Privacy and Security in CloudStack - Boris Stoyanov - ShapeBlue
ShapeBlue224 views
"Node.js Development in 2024: trends and tools", Nikita Galkin by Fwdays
"Node.js Development in 2024: trends and tools", Nikita Galkin "Node.js Development in 2024: trends and tools", Nikita Galkin
"Node.js Development in 2024: trends and tools", Nikita Galkin
Fwdays33 views
DRaaS using Snapshot copy and destination selection (DRaaS) - Alexandre Matti... by ShapeBlue
DRaaS using Snapshot copy and destination selection (DRaaS) - Alexandre Matti...DRaaS using Snapshot copy and destination selection (DRaaS) - Alexandre Matti...
DRaaS using Snapshot copy and destination selection (DRaaS) - Alexandre Matti...
ShapeBlue141 views
Mitigating Common CloudStack Instance Deployment Failures - Jithin Raju - Sha... by ShapeBlue
Mitigating Common CloudStack Instance Deployment Failures - Jithin Raju - Sha...Mitigating Common CloudStack Instance Deployment Failures - Jithin Raju - Sha...
Mitigating Common CloudStack Instance Deployment Failures - Jithin Raju - Sha...
ShapeBlue183 views

A brief introduction to RTIR