AutomationToAI

Will AI accelerate DevOps?

Garima Bajpai
What is the key difference between Automation and AI ?
Anshul Lalit
AI=mimics human behavior, and also improve intelligence, decision making and actions in some cases
Automation = making hardware or software interface do things automatically without human intervention. Automation may or may not be developed based on AI.
#devops
Garima Bajpai
Automation reduces toil, it enhance productivity.Automation is rule -based

AI simulate human thinking ,it enhance predictive & adaptive decision making .AI is autonomous
Garima Bajpai
Automation might precede AI
Mark Peters
Automation creates a process to conduct repetitive functions like checking vulnerabilities while AI finds ways to improve the process without human intervention
Mark Peters
Different end goals between automation and AI. Some processes can be automated without every needing AI
Garima Bajpai
@TinyCyber automation is reducing the Toil
Siddharth
automation - more for a repetitive task where thinking is less and doing is more. In AI - thinking continuously is more besides doing. #DevOps #DevSecOps #Cloudnative #digitaltransformation
Garima Bajpai
@TinyCyber What can be the goal for AI ?
Mark Peters
@alalit Only some AI mimic human behavior, goal, like #AlphaDogfight, is can find AIs who can think differently than people
Mark Peters
Goal for AI is increasing business value for your organization, find a goal that looks through Big Data, and finds ways to improve or eliminate margins of error
Mark Peters
Automation only reduces the toil we are thinking about, AI finds ways to reduce future toil before it becomes toil, hopefully
میرزا
i can not get into the session?!
میرزا
there is no talk?
William Szepesi
@MardeNamdar This is a chat - the Live Stream with questions and responses is on the right side of your screen...
Christine
What are the top challenges when introducing AI to DevOps?
Garima Bajpai
Establish a foundation for AI to join the family – integrated data sources
Garima Bajpai
Decoding the value
Mark Peters
Don't think about the tools, think about the people, and where you create value. AI is a tool, a powerful one, but still a tool we can use
SteveZheng
A place where small enough for AI fit in.
Garima Bajpai
@SteveZhengCA interesting we love Agile , what can be the smallest step
William Szepesi
Initial Investment Costs can be a challenge
SteveZheng
I have a example, use AI analysis log, find risk. Small enough and AI text analytics and language processing can handle it very well.
William Szepesi
Also a challenge - Hiring skilled staff and transforming your staff skill set for the new environment
Siddharth
no doubt Culture to start with and in no particular order others are, enterprise engineering practices of DevOps like CI/CD, automation, data correlation #DevOps #DevSecOps #Cloudnative #digitaltransformation #Toronto #Montreal #Vancouver #Ottawa #Canada
Mark Peters
@SteveZhengCA The AI analysis log, or simply feeding logs into an untrained AI?
Mark Peters
Also a challenge to find a way to bring AI into human processes. How to we use AI to manage vacation, payroll, benefits and interactions
SteveZheng
@TinyCyber analysis. A good log is readable for human and computer. Developers struggle for that for many years, they have to choose whether generating the log for better "computer processing" or human reading friendly. With AI, this situation will change.
Mark Peters
@stevezhengCA This is one of the keys, even when data/evidence presented differently by AI, have to interpret telemetry in a way to improve against future AI models
SteveZheng
@TinyCyber Yes. training and evolving
Garima Bajpai
Hollywood/Bollywood - If AI, DevOps and Big Data are the leads in a smash movie, what title will you give the movie ?
Anshul Lalit
DevOps:The Game Begins

(edited)

Sriram RJ
2.0 (Kollywood)
William Szepesi
"Big" With Tom Hanks
Garima Bajpai
DevOps Zinda Hai!
Mark Peters
The Three Amigos
Giomar Garcia
AI and the next gen DevOps, sounds more like a webinar than a movie :)
Garima Bajpai
How do you suggest closing the gap between AI & DevOps ?
Garima Bajpai
Establish a vision
Sriram RJ
Innovation, inculcating spirit of change across organization
Garima Bajpai
Experimenting with Data
Anshul Lalit
commit to the shift-up, and shift-left. Listen, advocate and account.
Garima Bajpai
DevOps + AI = Shift-Up nice!
SteveZheng
Treat AI as a software framework, a tools, but not a evolution.
Mark Peters
I don't think there is a gap, DevOps is a cultural process and AI is a tool which can facilitate functions. DevOps advocates for certain processes, automated big/data process benefits from AI
Siddharth
structure them to complement not compete with each other. They use common vocabulary, tools, data.
#DevOps #DevSecOps #Cloudnative #digitaltransformation #Toronto #Montreal #Vancouver #Ottawa #Canada
Garima Bajpai
@alalit open source framework for data management ..
William Szepesi
In which ways is Automation transforming DevOps ?
Garima Bajpai
It helps orchestrate speed.
Helps bring compliance and audit control
Automation enhance the pace and scale of DevOps adoption
SteveZheng
Like what AI does in other industries, AI start at the edge and assist DevOps staff, provide warnings or notifications, then become the action taker, eventually help us make the decision.
Siddharth
helping & improving in achieving things faster including feedbacks. #DevOps #DevSecOps #Cloudnative #digitaltransformation #Toronto #Montreal #Vancouver #Ottawa #Canada
William Szepesi
Automation is definitely speeding DevOps adoption, which raises questions on organization and business culture
Mark Peters
Automate to let people do people things and accelerate the process, people over process Need to automate while still focusing on value
Mark Peters
@SteveZhengCA In the best scenario, the AI learns from the automated process, and helps to find ways to improve, even setting multiple GANs across several pipelines or functions