Continuous Deployment involves shipping code as frequently as possible, even multiple times per day. It allows for smaller changes with less risk, faster feedback, and a competitive advantage. To achieve this, companies optimize their deployment process, automate testing and deployments, and measure everything to learn and improve continuously. This approach is enabled by technologies like cloud computing and embraced by companies like Google, Amazon, and Facebook.
In every development process there is the question, do we invest enough on quality? Do we need to invest more? Every team knows about the dilemma of how many tests is the right amount of tests we should write. Is 80% test coverage is good enough? Maybe 90%? 100%? Should we invest more time in unit testing? Are we wasting too much time on unit-testing? Should we invest time on a faster rollback mechanism?
WIIFM
“Without data, you’re just another person with an opinion” - W. Edwards Deming
SLO Driven Development is a framework that helps the developers focus on impact and balance of every aspect of the dev process. When working currently with SLI, SLA, SLO and error budget you can learn where to invest in the development process.
Let’s talk about the importance of good SLOs and how they can help us improve our day2day
Building an Open Source AppSec PipelineMatt Tesauro
Take the concepts of DevOps and apply them to AppSec and you have an AppSec Pipeline. Allow automation, orchestration and some ChatOps to expand the flow of your AppSec team since its not likely to get any bigger.
Site Reliability Engineering (SRE) - Tech Talk by Keet SugathadasaKeet Sugathadasa
When it comes to Site Reliability Engineering, short for SRE, the resources available online are only limited to the books published by Google themselves. They do share some useful case studies that will help us understand what SRE is, and how to understand the concepts given in it, but they do not clearly explain how to build your own SRE team for your organization. The concept of SRE was cooked fresh within the walls of Google and later released to the general public as a practice for anyone to follow.
In this presentation I would like to give a brief introduction to SRE and why it is important to any Software Engineering organization. This is based on my experiences and learnings from leading a Site Reliability Engineering team for leading organizations in the US and Norway.
This presentation was conducted by me as a Tech Talk as an Associate Technical Lead at Creative Software Sri Lanka.
SOLVING MLOPS FROM FIRST PRINCIPLES, DEAN PLEBAN, DagsHubDevOpsDays Tel Aviv
One of the hardest challenges data teams face today is selecting which tools to use in their workflow. Marketing messages are vague, and you continuously hear of new buzzwords you “just have to have in your stack”. There is a constant stream of new tools, open-source and proprietary that make buyer’s remorse especially bad. I call it “MLOps Fatigue”.
This talk will not discuss a specific MLOps tool, but instead present guidelines and mental models for how to think about the problems you and your team are facing, and how to select the best tools for the task. We will review a few example problems, analyze them, and suggest Open Source solutions for them. We will provide a mental framework that will help tackle future problems you might face and extract the concrete value each tool provides.
What you’ll learn
You’ll learn what signals to watch for to notice you might have MLOps fatigue. How to define the challenge you’re facing and which questions to ask in order to build a “decision tree” for selecting the best-suited tools for the task. A few examples for using this framework in practice on challenges involving data management and automating training/pipeline tasks
About 2 years ago we faced a crisis in our DevOps consulting company - the market demand was higher than we could supply. The traditional recruiting process depending on CV and artificial credentials was not working. So we came up with an alternative solution, and since then - we are growing exponentially and diversely. In this talk we will show the practical tools we deployed in order to increase our capacity, and we will show how these tools overcome the inherited bias in the process.
In every development process there is the question, do we invest enough on quality? Do we need to invest more? Every team knows about the dilemma of how many tests is the right amount of tests we should write. Is 80% test coverage is good enough? Maybe 90%? 100%? Should we invest more time in unit testing? Are we wasting too much time on unit-testing? Should we invest time on a faster rollback mechanism?
WIIFM
“Without data, you’re just another person with an opinion” - W. Edwards Deming
SLO Driven Development is a framework that helps the developers focus on impact and balance of every aspect of the dev process. When working currently with SLI, SLA, SLO and error budget you can learn where to invest in the development process.
Let’s talk about the importance of good SLOs and how they can help us improve our day2day
Building an Open Source AppSec PipelineMatt Tesauro
Take the concepts of DevOps and apply them to AppSec and you have an AppSec Pipeline. Allow automation, orchestration and some ChatOps to expand the flow of your AppSec team since its not likely to get any bigger.
Site Reliability Engineering (SRE) - Tech Talk by Keet SugathadasaKeet Sugathadasa
When it comes to Site Reliability Engineering, short for SRE, the resources available online are only limited to the books published by Google themselves. They do share some useful case studies that will help us understand what SRE is, and how to understand the concepts given in it, but they do not clearly explain how to build your own SRE team for your organization. The concept of SRE was cooked fresh within the walls of Google and later released to the general public as a practice for anyone to follow.
In this presentation I would like to give a brief introduction to SRE and why it is important to any Software Engineering organization. This is based on my experiences and learnings from leading a Site Reliability Engineering team for leading organizations in the US and Norway.
This presentation was conducted by me as a Tech Talk as an Associate Technical Lead at Creative Software Sri Lanka.
SOLVING MLOPS FROM FIRST PRINCIPLES, DEAN PLEBAN, DagsHubDevOpsDays Tel Aviv
One of the hardest challenges data teams face today is selecting which tools to use in their workflow. Marketing messages are vague, and you continuously hear of new buzzwords you “just have to have in your stack”. There is a constant stream of new tools, open-source and proprietary that make buyer’s remorse especially bad. I call it “MLOps Fatigue”.
This talk will not discuss a specific MLOps tool, but instead present guidelines and mental models for how to think about the problems you and your team are facing, and how to select the best tools for the task. We will review a few example problems, analyze them, and suggest Open Source solutions for them. We will provide a mental framework that will help tackle future problems you might face and extract the concrete value each tool provides.
What you’ll learn
You’ll learn what signals to watch for to notice you might have MLOps fatigue. How to define the challenge you’re facing and which questions to ask in order to build a “decision tree” for selecting the best-suited tools for the task. A few examples for using this framework in practice on challenges involving data management and automating training/pipeline tasks
About 2 years ago we faced a crisis in our DevOps consulting company - the market demand was higher than we could supply. The traditional recruiting process depending on CV and artificial credentials was not working. So we came up with an alternative solution, and since then - we are growing exponentially and diversely. In this talk we will show the practical tools we deployed in order to increase our capacity, and we will show how these tools overcome the inherited bias in the process.
We'll discover the reasons why it is a risky bet to not *aim* to manage infrastructure and its configuration with idempotence and immutability at heart.
Sharing real world experience, we'll see why configurations should not be done by humans (it's like playing Djenga), and why what may work at the beginning does not work over a long period of time or scale (pet vs cattle problem).
DevOps - its all about doing the right thing, much like the teachings in the Bible. A quick overview of DevOps, how many of the tenants of DevOps are shared with Christianity and how Pearson is putting DevOps into AppSec with an AppSec Pipeline.
Jamie Echlin details how and why to start automating processes and workflows in Atlassian JIRA. Presented at the iDalko event in Antwerp on April 14th 2016.
Devops Management is a topic discussed in the halls of conferences and few managers. This talk will focus on the topic of management in a highly collaborative and cooperative environment, specifically one that is rapidly growing with a focus on continuous development/deployment
my understanding of fundamentals of DevOps and how it relates conceptually to Agile, Scrum, Kanban, etc.
SlideShare does not allow uploading a new version of existing presentation. Hence I have to upload the new verson.
Goto https://www.slideshare.net/nitinbhide/devops-understanding-core-concepts for latest version.
We'll discover the reasons why it is a risky bet to not *aim* to manage infrastructure and its configuration with idempotence and immutability at heart.
Sharing real world experience, we'll see why configurations should not be done by humans (it's like playing Djenga), and why what may work at the beginning does not work over a long period of time or scale (pet vs cattle problem).
DevOps - its all about doing the right thing, much like the teachings in the Bible. A quick overview of DevOps, how many of the tenants of DevOps are shared with Christianity and how Pearson is putting DevOps into AppSec with an AppSec Pipeline.
Jamie Echlin details how and why to start automating processes and workflows in Atlassian JIRA. Presented at the iDalko event in Antwerp on April 14th 2016.
Devops Management is a topic discussed in the halls of conferences and few managers. This talk will focus on the topic of management in a highly collaborative and cooperative environment, specifically one that is rapidly growing with a focus on continuous development/deployment
my understanding of fundamentals of DevOps and how it relates conceptually to Agile, Scrum, Kanban, etc.
SlideShare does not allow uploading a new version of existing presentation. Hence I have to upload the new verson.
Goto https://www.slideshare.net/nitinbhide/devops-understanding-core-concepts for latest version.
Getting software released to users can be risky, time-consuming and painful. The solution is the ability to deliver reliable software continuously through build, test and deployment automation, and through improved collaboration between developers, testers and operations. In this tutorial we will present principles and technical practices that enable teams to incrementally deliver software of high quality and value into production whenever they want, and extremely fast. The size of the project or the complexity of its code base does not matter.
In the first half of the tutorial we will introduce the concepts of continuous delivery, through continuous integration; and automation of the build, test and deployment process. We will also go through som basic principles and patterns for building automatable applications (architecture). We will cover experiences on team collaboration patterns and lastly; techniques for solving tasks such as an easy and comprehendible version control strategy.
The second half of the tutorial we will be working with automated provisioning of agile infrastructure, including the use of tools (puppet) to automate the management of testing and production environments. We will go through some scripting lessons examplifying how to implement zero-downtime deploys (… and rollback – if something goes wrong!), with examples in both bash and Ruby. Along with controlling the start, stop, restart lifecycles during deploys, we will also show some simple techniques for backups, logging, error handling, monitoring and verification of application health that can make the automation more robust.
We will also use servers "in the cloud" to demonstrate different techniques, and we hope to make it a fun day and to deliver software (examples) several times throughout the workshop.
Required knowledge: Agile/Lean basics, Linux basics, version control basics, maven basics.
Principles and Practices in Continuous Deployment at EtsyMike Brittain
Presented at ALM Forum 2014.
Like what you've read? We're frequently hiring for a variety of engineering roles at Etsy. If you're interested, drop me a line or send me your resume: mike@etsy.com.
http://www.etsy.com/careers
Confoo-Montreal-2016: Controlling Your Environments using Infrastructure as CodeSteve Mercier
Slides from my talk at ConFoo Montreal, February 2016. A presentation on how to apply configuration management (CM) principles for your various environments, to control changes made to them. You apply CM on your code, why not on your environments content? This presentation will present the infrastructure as code principles using Chef and/or Ansible. Topics discussed include Continuous Integration, Continuous Delivery/Deployment principles, Infrastructure As Code and DevOps.
PyCon 9: Continuous Delivery starts at your Development DnvironmentPeter Bittner
Continuous Delivery is the automation of our deployment and QA, isn’t it? The industrialized software production chain that makes our products more stable. Well, kind of. It’s more than that. It can save you tons of pain when you apply its principles everywhere. This talk explains how you free yourself by doing infrastructure like software development. Everything under control. Everything under version control.
2014-10 DevOps NFi - Why it's a good idea to deploy 10 times per day v1.0Joakim Lindbom
Corporations are struggling with overly complex systems and system landscapes. DevOps is presented as one piece of the puzzle to go for much leaner and simpler landscapes - all in order to increase the readiness for change and innovation.
The presentation also discusses the the basic thought error behind organising according to Design-Build-Run, which is the basis for most ICT IM outsourcing.
DevOps in the Amazon Warehouse - Shawn GandhiTriNimbus
Presentation from Toronto's 2016 Canadian Executive Cloud & DevOps Summit on Friday, November 4th.
Speaker: Shawn Gandhi, Head of Solutions Architecture, AWS Canada
Title: Rogue Development: DevOps in the Amazon Warehouse
KEYNOTE | WHAT'S COMING IN THE NEXT 10 YEARS OF DEVOPS? // ELLEN CHISA, bolds...DevOpsDays Tel Aviv
Fifteen years ago, we'd barely started to use S3, and ten years ago DevOps was the new thing. Today, we can add a new tool, technology, or trick every week, and more and more work is shifted into the application developer's workflow. If security, resiliency, and incident response become part of product teams, where will we be ten years from now, and what should we do today to get ready?
The Continuous delivery Value @ codemotion 2014David Funaro
System Crash, failure data migration, partial update: issues that no one would ever want to meet during the deploy and ... hoping for the best is not enough.
The deployment activity is important as those that precede it. The Continuous Delivery will give you low risk, cheap, fast, predictable delivery and ... soundly.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
16. Step 4 Automate Everything [Lean principles: Optimize the Whole, Build Quality In, Deliver Fast, Keep Getting Better]
17. What does the workstream look like? Old way Write code->Commit->CI Tests->Manual deploy to test/load environment->Manual Load Tests->Manual Regression Tests->Deploy to production->Observe metrics New way Write code->Commit->CI Tests->Auto deploy to testing/load environment->Automated Tests->Deploy to production->Observe metrics -LonelyPlanet
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29. The person who says it cannot be done should not interrupt the person doing it. --Chinese Proverb
Editor's Notes
-this had this single biggest effect on releasing more frequently at Etsy
“ Any developer can deploy their own code, whenever they want, to whatever fleet they want.” -Jon Jenkins, Director of Platform Analysis, Amazon.com
5.7 million members. 6.5 million items listed. 775 million page views per month, ~$200milion sales