Gauge + Taiko, BDD for Web Revived

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Does Behaviour Driven Development work? Unfortunately, it usually does not. While many people try to pitch as a way to bridge the gap between stakeholders on the project, many teams fail to communicate their test scenarios with everyone involved. Although this fundamental problem of lack of communication can be solved on the organization level, BDD is often used with Cucumber or Robot frameworks. Due to the complexities of these tools, developers and testers stop seeing the benefit in the entire approach of BDD and abundant the practice. However, recently, Behavior Driven Development has seen a resurgence in adoption, thanks to Gauge framework. With the latest release of Taiko, they create a great combination of communication and testing tool with the use of Gauge+Taiko. In this talk, we will discuss BDD principles and how Gauge can be used to take Behavior Driven Development to the next level. With Taiko, the audience will learn how BDD can be taken to the web in a few easy steps and to see what needs to be avoided when these tools are implemented in any organization.

Gauge + Taiko:
BDD for Web Revived
Dmitry Vinnik
@DmitryVinnik dvinnik.com

What are our goals?
@DmitryVinnik dvinnik.com
2

Goals
Better Understanding of BDD
Choosing Gauge vs Cucumber
Best Combo: Gauge + Taiko
@DmitryVinnik dvinnik.com
3

Setting up context
@DmitryVinnik dvinnik.com
4

Great, now what?
@DmitryVinnik dvinnik.com
5

Let’s go back to BDD
@DmitryVinnik dvinnik.com
6

Behaviour Driven
Development
@DmitryVinnik dvinnik.com
7

“BDD is as much about the collaboration
as it is about the outputs of the project.”
by Dan North
@DmitryVinnik dvinnik.com8

BDD
@DmitryVinnik dvinnik.com
9
Testing

BDD
@DmitryVinnik dvinnik.com
10
Collaboration Documentation
Ubiquitous
Language
TDD-based
Documentation
Ubiquitous
Language
TDD-based

Collaboration in BDD
@DmitryVinnik dvinnik.com
11

Specification by Example
@DmitryVinnik dvinnik.com
12

@DmitryVinnik dvinnik.com
13
Specification Workshop

BDD
@DmitryVinnik dvinnik.com
14
Collaboration Documentation
Ubiquitous
Language
TDD-based
Documentation
Ubiquitous
Language
TDD-based
Collaboration Documentation

What is the most common
documentation?
@DmitryVinnik dvinnik.com
15

Regression Tests
@DmitryVinnik dvinnik.com
16

What is the purpose?
@DmitryVinnik dvinnik.com
17

Documents
Historical State
@DmitryVinnik dvinnik.com
18

BDD Tests?
@DmitryVinnik dvinnik.com
19

Documents
Current State
@DmitryVinnik dvinnik.com
20

BDD
@DmitryVinnik dvinnik.com
21
Collaboration Documentation
Ubiquitous
Language
TDD-based
Documentation
Ubiquitous
Language
TDD-based
Collaboration DocumentationDocumentation
Ubiquitous
Language

Ubiquitous Language
Engineers Testers
Domain
Experts
@DmitryVinnik dvinnik.com

BDD
@DmitryVinnik dvinnik.com
23
Collaboration Documentation
Ubiquitous
Language
TDD-based
Documentation
Ubiquitous
Language
TDD-based
Collaboration DocumentationDocumentation
Ubiquitous
Language
Ubiquitous
Language
TDD-based

TDD
@DmitryVinnik dvinnik.com
24

Test Driven Development
@DmitryVinnik dvinnik.com
25

“TDD is building software by writing tests”
by Martin Fowler
@DmitryVinnik dvinnik.com26

In simple terms
@DmitryVinnik dvinnik.com
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@DmitryVinnik dvinnik.com
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Feature Test

@DmitryVinnik dvinnik.com
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Test Feature

Enough theory
@DmitryVinnik dvinnik.com
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BDD in Practice?
@DmitryVinnik dvinnik.com
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Changing
Testing Paradigm
@DmitryVinnik dvinnik.com
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@DmitryVinnik dvinnik.com
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Arrange
Act
Assert
Given
When
Then

How to apply BDD?
@DmitryVinnik dvinnik.com
34

Cucumber
@DmitryVinnik dvinnik.com
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Cucumber
@DmitryVinnik dvinnik.com
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Source: https://cucumber.io

In a nutshell
@DmitryVinnik dvinnik.com
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@DmitryVinnik dvinnik.com
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Feature
File
Implementation
Cucumber
+

Let’s take a closer look
@DmitryVinnik dvinnik.com
39

Special Case #1
40
@DmitryVinnik dvinnik.com

Backend:
Java
Testing:
Java
41
@DmitryVinnik dvinnik.com

Is there a problem?
@DmitryVinnik dvinnik.com42

Yes, there is
@DmitryVinnik dvinnik.com43

@DmitryVinnik dvinnik.com44
Web
Tests
User
Centric

Frontend:
JS
Testing:
JS
45
@DmitryVinnik dvinnik.com

Looks complex!
@DmitryVinnik dvinnik.com
46

Time for something new!
@DmitryVinnik dvinnik.com
47

@DmitryVinnik dvinnik.com48
Gauge Taiko+ Taiko

Gauge
@DmitryVinnik dvinnik.com
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Markdown
Scenarios
Flexible Syntax
↑ Maintenance
Plugins &
Tools
Plugins &
Tools

Gauge
@DmitryVinnik dvinnik.com
50
Markdown
Scenarios
Flexible Syntax
↑ Maintenance
Plugins &
Tools

Most common question
@DmitryVinnik dvinnik.com
51

Test Data Retrieval
@DmitryVinnik dvinnik.com
52
By Variable By Table
By File

@DmitryVinnik dvinnik.com53
Gauge Taiko+ TaikoGauge Taiko

UI Tests
@DmitryVinnik dvinnik.com
54

What’s the main
challenge?
@DmitryVinnik dvinnik.com
55

Test Flakiness
@DmitryVinnik dvinnik.com
56

Flaky UI Tests
@DmitryVinnik dvinnik.com
57
Page Structure
Changes
Page Load Time

How do we fix it?
@DmitryVinnik dvinnik.com
58

Taiko
@DmitryVinnik dvinnik.com
59
NodeJS
Library
Smart
Selectors
Implicit
Waits
Chromium
Based

Let’s see it in practice
@DmitryVinnik dvinnik.com
60

@DmitryVinnik dvinnik.com61
Gauge Taiko+

Final Piece
@DmitryVinnik dvinnik.com
62

Reporting
@DmitryVinnik dvinnik.com
63

Main question
@DmitryVinnik dvinnik.com
64

Should we revive
BDD for Web?
@DmitryVinnik dvinnik.com
65

Yes
@DmitryVinnik dvinnik.com
66

Revive and Adjust
@DmitryVinnik dvinnik.com
67

Revive and Adjust
@DmitryVinnik dvinnik.com
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↑ Collaboration
Live Document
Ubiquitous
Language
One Size
Fits All

Call For Action
@DmitryVinnik dvinnik.com69
Evaluate
Current State
ExperimentBe Flexible
Start
Conversation

Q/A
@DmitryVinnik dvinnik.com

About Speaker
Twitter: @DmitryVinnik
Blog: dvinnik.com
LinkedIn: in/dmitry-vinnik/
Email: dmitry@dvinnik.com

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Whats the BIM Idea? Why does this happen? Project Delivery Methods ▪ Traditional Owner Contractor Architect & Engineer Sub. Sub. Sub. Sub.Sub. Design-Bid-Build Current Models Planning Design Bid Construction Occupancy Design-Bid-Build (Linear Process) CM at Risk; Design-Build (Collaborative Process) Planning Design Construction Occupancy Current Construction Model Concept & Design Civil Struc. Mech. Elec.Plumb. Fire Prot. Arch. Construction & Operation 2-D Drawings & Specifications Coordination / Quality RFI RFI RFI RFI RFI RFI Uncoordinated Drawings = Multiple RFI’s Why does this happen? How the subcontractor installed it How the project was Documented How the owner was billed When it was delivered What the owner really wanted How the owner requested it How the project manager understood it How the architect designed it What the contractor bid How the marketing team described it Current AEC Process New Model Planning Design Bid Construction Occupancy Design-Bid-Build (Linear Process) CM at Risk; Design-Build (Collaborative Process) Planning Design Construction Occupancy Planning Design Construction Occupancy CM at Risk; Design-Build + VDC/BIM Technology-Enabled Collaborative Process ( ) What Is BIM? What is BIM? Building Information Modeling (BIM) Virtual Time Machine Integrated Project Data Data Sharing Enhanced Visualization Coordination Collision Detection Linked Parametric Information Process Collaboration Interoperability Digital Intelligent Object-Oriented Data-Rich ... all based around the concept that BIM is a process of using technology -- not just technology itself There are so many definitions! Building Information Modeling ▪ Software simulation of design, construction, and facility operation ▪ Virtual Construction - Building it twice – Once in the computer - Once in the field. ▪ Data-Rich Computer Model - Not just an electronic drawing tool. ▪ Object-Based (not just lines) Relational Database ▪ Intelligent ‘Drawings’: Data→ Physical and Functional Characteristics. BIM = BIM: Virtual Representations ▪ A BIM is a virtual representation of the physical and functional characteristics of a facility, for good or bad. BIM: Virtual Representations Construction Model with BIM Relational Database Civil Struc. Elec. Construction & Operation Design, Documents, & Data (3-D, 4-D, 5-D) Arch. Facility Mgmt. Fire Prot. Cost Data Mech. Plumb. Concept & Design Why does this happen? How the subcontractor installed it How the project was Documented How the owner was billed When it was delivered What the owner really wanted How the owner requested it How the design team modeled it What the owner visualized and approved. What the contractor bid How the marketing team described it AEC Process With BIM Influence vs Cost Curve E ff o rt Typical ‘Value’ Engineeri.

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

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Whats the BIM Idea? Why does this happen? Project Delivery Methods ▪ Traditional Owner Contractor Architect & Engineer Sub. Sub. Sub. Sub.Sub. Design-Bid-Build Current Models Planning Design Bid Construction Occupancy Design-Bid-Build (Linear Process) CM at Risk; Design-Build (Collaborative Process) Planning Design Construction Occupancy Current Construction Model Concept & Design Civil Struc. Mech. Elec.Plumb. Fire Prot. Arch. Construction & Operation 2-D Drawings & Specifications Coordination / Quality RFI RFI RFI RFI RFI RFI Uncoordinated Drawings = Multiple RFI’s Why does this happen? How the subcontractor installed it How the project was Documented How the owner was billed When it was delivered What the owner really wanted How the owner requested it How the project manager understood it How the architect designed it What the contractor bid How the marketing team described it Current AEC Process New Model Planning Design Bid Construction Occupancy Design-Bid-Build (Linear Process) CM at Risk; Design-Build (Collaborative Process) Planning Design Construction Occupancy Planning Design Construction Occupancy CM at Risk; Design-Build + VDC/BIM Technology-Enabled Collaborative Process ( ) What Is BIM? What is BIM? Building Information Modeling (BIM) Virtual Time Machine Integrated Project Data Data Sharing Enhanced Visualization Coordination Collision Detection Linked Parametric Information Process Collaboration Interoperability Digital Intelligent Object-Oriented Data-Rich ... all based around the concept that BIM is a process of using technology -- not just technology itself There are so many definitions! Building Information Modeling ▪ Software simulation of design, construction, and facility operation ▪ Virtual Construction - Building it twice – Once in the computer - Once in the field. ▪ Data-Rich Computer Model - Not just an electronic drawing tool. ▪ Object-Based (not just lines) Relational Database ▪ Intelligent ‘Drawings’: Data→ Physical and Functional Characteristics. BIM = BIM: Virtual Representations ▪ A BIM is a virtual representation of the physical and functional characteristics of a facility, for good or bad. BIM: Virtual Representations Construction Model with BIM Relational Database Civil Struc. Elec. Construction & Operation Design, Documents, & Data (3-D, 4-D, 5-D) Arch. Facility Mgmt. Fire Prot. Cost Data Mech. Plumb. Concept & Design Why does this happen? How the subcontractor installed it How the project was Documented How the owner was billed When it was delivered What the owner really wanted How the owner requested it How the design team modeled it What the owner visualized and approved. What the contractor bid How the marketing team described it AEC Process With BIM Influence vs Cost Curve E ff o rt Typical ‘Value’ Engineeri.

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM Idea? Why does this happen? Project Delivery Methods ▪ Traditional Owner Contractor Architect & Engineer Sub. Sub. Sub. Sub.Sub. Design-Bid-Build Current Models Planning Design Bid Construction Occupancy Design-Bid-Build (Linear Process) CM at Risk; Design-Build (Collaborative Process) Planning Design Construction Occupancy Current Construction Model Concept & Design Civil Struc. Mech. Elec.Plumb. Fire Prot. Arch. Construction & Operation 2-D Drawings & Specifications Coordination / Quality RFI RFI RFI RFI RFI RFI Uncoordinated Drawings = Multiple RFI’s Why does this happen? How the subcontractor installed it How the project was Documented How the owner was billed When it was delivered What the owner really wanted How the owner requested it How the project manager understood it How the architect designed it What the contractor bid How the marketing team described it Current AEC Process New Model Planning Design Bid Construction Occupancy Design-Bid-Build (Linear Process) CM at Risk; Design-Build (Collaborative Process) Planning Design Construction Occupancy Planning Design Construction Occupancy CM at Risk; Design-Build + VDC/BIM Technology-Enabled Collaborative Process ( ) What Is BIM? What is BIM? Building Information Modeling (BIM) Virtual Time Machine Integrated Project Data Data Sharing Enhanced Visualization Coordination Collision Detection Linked Parametric Information Process Collaboration Interoperability Digital Intelligent Object-Oriented Data-Rich ... all based around the concept that BIM is a process of using technology -- not just technology itself There are so many definitions! Building Information Modeling ▪ Software simulation of design, construction, and facility operation ▪ Virtual Construction - Building it twice – Once in the computer - Once in the field. ▪ Data-Rich Computer Model - Not just an electronic drawing tool. ▪ Object-Based (not just lines) Relational Database ▪ Intelligent ‘Drawings’: Data→ Physical and Functional Characteristics. BIM = BIM: Virtual Representations ▪ A BIM is a virtual representation of the physical and functional characteristics of a facility, for good or bad. BIM: Virtual Representations Construction Model with BIM Relational Database Civil Struc. Elec. Construction & Operation Design, Documents, & Data (3-D, 4-D, 5-D) Arch. Facility Mgmt. Fire Prot. Cost Data Mech. Plumb. Concept & Design Why does this happen? How the subcontractor installed it How the project was Documented How the owner was billed When it was delivered What the owner really wanted How the owner requested it How the design team modeled it What the owner visualized and approved. What the contractor bid How the marketing team described it AEC Process With BIM Influence vs Cost Curve E ff o rt Typical ‘Value’ Engineeri ...

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

資料分析能夠幫助企業用更量化的方式解決問題，但是在導入的過程中會面臨許多不同的挑戰。本次議題將分享過去在不同單位的數據導入的經驗談，如何隨著業務量的增長調整資料架構與團隊數據文化的階段性任務。在導入的過程中我們透過不同的開源工具，逐步建立「#人人都是資料分析師」的團隊分工。

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Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

Whats the BIM IdeaWhy does this happenProjec.docx

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What do most applications do these days? They interact with data in one way or another. As your app’s scale increases, it becomes more challenging to manage databases, schemas, queries, and constraints. These challenges are why a technique called Object-Relational Mapping, or ORM, was created. At Meta, we tend to think about data modeling in graph concepts and as we were working with Go, it led us to create a new open source project, Ent. Ent is an entity framework built for Go programming language. This framework provides developers with a Graph-based, Object Relational Mapping. In this talk, we will learn how to use Ent when dealing with data schemas, including types, relations and constraints. It’s a hands-on talk, so get ready to follow along!

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Human health is complex - it's not something we can buy; it's something we have to earn! This exact approach goes for open source projects and their communities. A truly dedicated and loyal fanbase cannot be bought; it has to be nurtured. But what do we mean when we call a community and the open source project "healthy"? This question is what we are trying to answer at Facebook! In this talk, we will look at the approach that the Facebook Open Source team takes to measure the current state of Facebook open source projects, and how we use these metrics to prioritize and to direct our DevRel focus. Ultimately, we aim to show how by looking at information about your open source communities, your team can concentrate on the quality of the projects instead of only the quantity of repositories that you make public.

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Selenium WebDriver has been the traditional testing standard for many years. However, many developers have concerns over test speed, maintenance, and implementation. Fortunately, new, non-Selenium frameworks like TestCafe and Cypress.io rely on Rapid Test Development practices which address common issues teams have with their old test infrastructure. In this talk, we dive into platform-specific Selenium solutions like Protractor, and discuss non-Selenium frameworks like TestCafe and Cypress.io.

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Object-Oriented Programming - it is often synonymous with Java Development. But what if I were to tell you that there is more to Java than OOP principles? Starting JDK8, Java language introduced a new and exciting world of Functional Programming. This inherently powerful paradigm drives services like AWS Lambda, Azure Functions, or any other Function as a Service product out there. Functional programming offers better security, simpler maintenance, and more flexible design, so it is vital for Java developers to embrace this paradigm and learn how to use it well. In this talk, we discuss how to apply Functional programming in Java with the primary focus on Functional Interfaces. We explore out-of-the-box Functional structures, how to build custom Functions and look at common mistakes of impure abstractions and overly-DRY design.

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Mobile Testing is hard! You have to test not only Native Mobile but also Web-based applications. This multi-platform focus makes the testing effort to be at least twice as complicated as when a simple web application is targeted. With the growing market around smartphones, developers needed more ways to ensure software quality of their product. This need is why many mobile UI test frameworks have been introduced. With the most significant share of the mobile market being taken by Android OS, development and testing efforts have been especially crucial in this ecosystem. Among the variety of Mobile UI automation tools, two frameworks have been especially notable: Robotium and Appium. However, with more organizations moving towards multi-platform solutions, those of us, who used Robotium, are slowly moving towards Appium. This journey from Robotium to Appium is where the main focus of this presentation lies. In this session, we deep dive into both Robotium and Appium. We discuss why and how to transition from Robotium to Appium in the Android ecosystem. Lastly, we look at common mistakes made during this transition, and how to avoid them.

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When was the last time you took a day off? How many times this week have you worked overtime? These questions are related to one thing we all experience on a daily basis - stress. Employees who are trapped by their routine to "deliver business value at all cost", often forget to take care of themselves. Unfortunately, this work-related stress affects our loved ones too, because work-life balance that we all hear about, usually means work-life stress. What if I were to say that it does not have to be this way? In this talk, we discuss ways how to relax and avoid "Stress Driven Development." We deep dive into common stressors, and draft a comprehensive guide to removing stress at work and in our personal lives.

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Callback hell is a known way to give any JavaScript developer nightmares. However, Java developers are not much better off since anything concurrency and multithreading related gives us cold sweats. With Threads and Runnables being the very first (and often last) things we used in Java, these classes gave many of us impression of and appreciation for complexities of concurrency. As a result, many developers abandoned the idea of ever touching thread management in Java and focused on a single-threaded development. Fear no more! The world of concurrency in Java has changed since JDK8 and continues getting better. In this talk, we discuss improvements around Concurrency API of JDK5 and the power of asynchronous programming of CompletableFutures post-JDK8. Our goal is to break out of the fear of concurrency in Java and to learn about a new, declarative way of thread programming.

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It is safe to say that Selenium WebDriver is the number one testing tool for many software engineers across the globe. However, as the tech world has been growing rapidly, so has the testing industry. More and more UI testing frameworks besides Selenium are gaining popularity. These new test frameworks are especially appealing to its users because of the promise to solve speed, maintenance, development and other concerns of WebDriver implementations. These new, non-Selenium frameworks emphasize Rapid Test Development practices, and it has been resonating with the development community. In this talk, we dive into test solutions evolved from Selenium like Protractor, and talk about non-Selenium frameworks like TestCafe and Cypress.io. We discuss why these new tools are gaining popularity and continue to disrupt the traditional testing standards of Selenium WebDriver. More importantly, we address how to get started and what mistakes to avoid when first implementing TestCafe or Cypress.io in your team.

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Technologies like Squarespace, Salesforce, WordPress, or WIX are extremely popular for those who want to create a working website without necessary developer knowledge. In this talk, I would explore how Salesforce uses Page Object Model patterns to test its Communities platform which is used to develop websites for Salesforce users. Throughout the talk, we will explore how multi-frame platform can be directly mapped to POM for Selenium Webdriver, and how client side code is developed to support this pattern. The importance and complexity of these test framework is that it needs to be applicable for both platform and produced websites. Recording: https://youtu.be/6opoooLdonI

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Software Quality Assurance Interview Questions

Software Quality Assurance Interview Questions

A great deal of attention in medical devices has shifted towards cybersecurity with the ratification of section 524B of the FD&C act. This new law enables the FDA to enforce cybersecurity controls in any medical device that is capable of networked communications or that has software. In this webinar we will recap the process for managing vulnerabilities, identify categories of vulnerabilities and solutions and more.

The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...

The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...

The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...

In an era where security concerns are paramount, the integration of artificial intelligence (AI) into CCTV cameras has revolutionized surveillance capabilities. One of the most significant advancements is the ability to achieve real-time threat detection, enabling immediate responses to potential security breaches. This blog explores how AI is reshaping surveillance through real-time threat detection and the implications of this technology.

Optimizing AI for immediate response in Smart CCTV

Optimizing AI for immediate response in Smart CCTV

Optimizing AI for immediate response in Smart CCTV

Test automation is a cornerstone of software development and quality assurance in today's rapidly evolving digital landscape. Its significance cannot be overstated. Businesses can enhance efficiency, productivity, and accelerate software delivery to market through automation, streamlining testing processes effectively. This comprehensive guide addresses the best practices for test automation in 2024. It offers a detailed checklist to empower you to optimize your automation efforts and maintain a competitive edge.

The Ultimate Test Automation Guide_ Best Practices and Tips.pdf

The Ultimate Test Automation Guide_ Best Practices and Tips.pdf

The Ultimate Test Automation Guide_ Best Practices and Tips.pdf

kalichargn70th171

Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf

Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf

Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf

kalichargn70th171

Conference: Engage2024 in Antwerp Type: Workshop Speakers: Florian Vogler, Henning Kunz, Christoph Adler Title: Navigating the Future with The Hitchhiker's Guide to Notes and Domino 14 Abstract: Embark on an exhilarating journey with industry trailblazers Florian Vogler, Henning Kunz, and Christoph Adler in this not-to-be-missed workshop at the forefront of the tech universe. Get ready for a thrilling kick-off as we navigate the current state of the HCL universe, setting the stage for an exploration of the groundbreaking Notes and Domino 14. Discover the latest enhancements and revolutionary features that will redefine your experience. In this interactive session, unlock a treasure trove of tips and tricks to elevate your utilization of version 14, both with and without the game-changing panagenda MarvelClient. Brace yourself for also diving into Nomad, Nomad Web, and VoltMX, expanding your horizons in the expansive HCL landscape. Be a part of this exclusive opportunity to stay ahead in the ever-evolving world of HCL technologies. Your journey to mastering Notes and Domino 14 begins here. And remember, in the spirit of intergalactic exploration, don't forget to bring your towel!

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...

In the realm of real-time applications, Large Language Models (LLMs) have long dominated language-centric tasks, while tools like OpenCV have excelled in the visual domain. However, the future (maybe) lies in the fusion of LLMs and deep learning, giving birth to the revolutionary concept of Large Action Models (LAMs). Imagine a world where AI not only comprehends language but mimics human actions on technology interfaces. For example, the Rabbit r1 device presented at CES 2024, driven by an AI operating system and LAM, brings this vision to life. It executes complex commands, leveraging GUIs with unprecedented ease. In this presentation, join me on a journey as a software engineer tinkering with WebRTC, Janus, and LLM/LAMs. Together, we’ll evaluate the current state of these AI technologies, unraveling the potential they hold for shaping the future of real-time applications.

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications

Alberto González Trastoy

Foundation models are machine learning models which are easily capable of performing variable tasks on large and huge datasets. FMs have managed to get a lot of attention due to this feature of handling large datasets. It can do text generation, video editing to protein folding and robotics. In case we believe that FMs can help the hospitals and patients in any way, we need to perform some important evaluations, tests to test these assumptions. In this review, we take a walk through Fms and their evaluation regimes assumed clinical value. To clarify on this topic, we reviewed no less than 80 clinical FMs built from the EMR data. We added all the models trained on structured and unstructured data. We are referring to this combination of structured and unstructured EMR data or clinical data.

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...

harshavardhanraghave

Diamond Application Development Crafting Solutions with Precision

Diamond Application Development Crafting Solutions with Precision

Diamond Application Development Crafting Solutions with Precision

Document contains steps to getting ups and running quickly with MyTimeClock Employee Scheduling and Time Keeping Cloud Software as a Service Solution, Web version. Try MyTimeClock or any of our other software packages risk-free by registering for a FREE ACCOUNT at https://register.myintellisource.com/. If you would like more information about our company or its software, follow us on Facebook, Instagram, LinkedIn, Twitter, or YouTube, visit our home page at https://www.myintellisource.com/, or send us an email at cs@myintellisource.com. Take care and have a great day.

Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...

Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...

Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...

MyIntelliSource, Inc.

Data spaces in distributed environments should be allowed to evolve in agile ways providing data space owners with large flexibility about which data they store. Agility and heterogeneity, however, jeopardize data exchanges because representations may build on varying ontologies and data consumers may not rely on the semantic correctness of their queries in the context of semantically heterogeneous, evolving data spaces. Graph data spaces are one example of a powerful model for representing and querying data whose semantics may change over time. To assert and enforce conditions on individual graph data spaces, shape languages (e.g SHACL) have been developed. We investigate the question of how querying and programming can be guarded by reasoning over SHACL constraints in a distributed setting and we sketch a picture of how a future landscape based on semantically heterogeneous data spaces might look like.

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

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Software Quality Assurance Interview Questions

Software Quality Assurance Interview Questions

Software Quality Assurance Interview Questions

The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...

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The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...

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Gauge + Taiko, BDD for Web Revived

1. Gauge + Taiko: BDD for Web Revived Dmitry Vinnik @DmitryVinnik dvinnik.com

2. What are our goals? @DmitryVinnik dvinnik.com 2

3. Goals Better Understanding of BDD Choosing Gauge vs Cucumber Best Combo: Gauge + Taiko @DmitryVinnik dvinnik.com 3

4. Setting up context @DmitryVinnik dvinnik.com 4

5. Great, now what? @DmitryVinnik dvinnik.com 5

6. Let’s go back to BDD @DmitryVinnik dvinnik.com 6

7. Behaviour Driven Development @DmitryVinnik dvinnik.com 7

8. “BDD is as much about the collaboration as it is about the outputs of the project.” by Dan North @DmitryVinnik dvinnik.com8

9. BDD @DmitryVinnik dvinnik.com 9 Testing

10. BDD @DmitryVinnik dvinnik.com 10 Collaboration Documentation Ubiquitous Language TDD-based Documentation Ubiquitous Language TDD-based

11. Collaboration in BDD @DmitryVinnik dvinnik.com 11

12. Specification by Example @DmitryVinnik dvinnik.com 12

13. @DmitryVinnik dvinnik.com 13 Specification Workshop

14. BDD @DmitryVinnik dvinnik.com 14 Collaboration Documentation Ubiquitous Language TDD-based Documentation Ubiquitous Language TDD-based Collaboration Documentation

15. What is the most common documentation? @DmitryVinnik dvinnik.com 15

16. Regression Tests @DmitryVinnik dvinnik.com 16

17. What is the purpose? @DmitryVinnik dvinnik.com 17

18. Documents Historical State @DmitryVinnik dvinnik.com 18

19. BDD Tests? @DmitryVinnik dvinnik.com 19

20. Documents Current State @DmitryVinnik dvinnik.com 20

21. BDD @DmitryVinnik dvinnik.com 21 Collaboration Documentation Ubiquitous Language TDD-based Documentation Ubiquitous Language TDD-based Collaboration DocumentationDocumentation Ubiquitous Language

22. Ubiquitous Language Engineers Testers Domain Experts @DmitryVinnik dvinnik.com

23. BDD @DmitryVinnik dvinnik.com 23 Collaboration Documentation Ubiquitous Language TDD-based Documentation Ubiquitous Language TDD-based Collaboration DocumentationDocumentation Ubiquitous Language Ubiquitous Language TDD-based

24. TDD @DmitryVinnik dvinnik.com 24

25. Test Driven Development @DmitryVinnik dvinnik.com 25

26. “TDD is building software by writing tests” by Martin Fowler @DmitryVinnik dvinnik.com26

27. In simple terms @DmitryVinnik dvinnik.com 27

28. @DmitryVinnik dvinnik.com 28 Feature Test

29. @DmitryVinnik dvinnik.com 29 Test Feature

30. Enough theory @DmitryVinnik dvinnik.com 30

31. BDD in Practice? @DmitryVinnik dvinnik.com 31

32. Changing Testing Paradigm @DmitryVinnik dvinnik.com 32

33. @DmitryVinnik dvinnik.com 33 Arrange Act Assert Given When Then

34. How to apply BDD? @DmitryVinnik dvinnik.com 34

35. Cucumber @DmitryVinnik dvinnik.com 35

36. Cucumber @DmitryVinnik dvinnik.com 36 Source: https://cucumber.io

37. In a nutshell @DmitryVinnik dvinnik.com 37

38. @DmitryVinnik dvinnik.com 38 Feature File Implementation Cucumber +

39. Let’s take a closer look @DmitryVinnik dvinnik.com 39

40. Special Case #1 40 @DmitryVinnik dvinnik.com

41. Backend: Java Testing: Java 41 @DmitryVinnik dvinnik.com

42. Is there a problem? @DmitryVinnik dvinnik.com42

43. Yes, there is @DmitryVinnik dvinnik.com43

44. @DmitryVinnik dvinnik.com44 Web Tests User Centric

45. Frontend: JS Testing: JS 45 @DmitryVinnik dvinnik.com

46. Looks complex! @DmitryVinnik dvinnik.com 46

47. Time for something new! @DmitryVinnik dvinnik.com 47

48. @DmitryVinnik dvinnik.com48 Gauge Taiko+ Taiko

49. Gauge @DmitryVinnik dvinnik.com 49 Markdown Scenarios Flexible Syntax ↑ Maintenance Plugins & Tools Plugins & Tools

50. Gauge @DmitryVinnik dvinnik.com 50 Markdown Scenarios Flexible Syntax ↑ Maintenance Plugins & Tools

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57. Flaky UI Tests @DmitryVinnik dvinnik.com 57 Page Structure Changes Page Load Time

58. How do we fix it? @DmitryVinnik dvinnik.com 58

59. Taiko @DmitryVinnik dvinnik.com 59 NodeJS Library Smart Selectors Implicit Waits Chromium Based

60. Let’s see it in practice @DmitryVinnik dvinnik.com 60

61. @DmitryVinnik dvinnik.com61 Gauge Taiko+

62. Final Piece @DmitryVinnik dvinnik.com 62

63. Reporting @DmitryVinnik dvinnik.com 63

64. Main question @DmitryVinnik dvinnik.com 64

65. Should we revive BDD for Web? @DmitryVinnik dvinnik.com 65

66. Yes @DmitryVinnik dvinnik.com 66

67. Revive and Adjust @DmitryVinnik dvinnik.com 67

68. Revive and Adjust @DmitryVinnik dvinnik.com 68 ↑ Collaboration Live Document Ubiquitous Language One Size Fits All

69. Call For Action @DmitryVinnik dvinnik.com69 Evaluate Current State ExperimentBe Flexible Start Conversation

70. Q/A @DmitryVinnik dvinnik.com

71. About Speaker Twitter: @DmitryVinnik Blog: dvinnik.com LinkedIn: in/dmitry-vinnik/ Email: dmitry@dvinnik.com

Editor's Notes

http://todomvc.com http://todomvc.com/examples/angularjs/#/
http://todomvc.com http://todomvc.com/examples/angularjs/#/
http://todomvc.com http://todomvc.com/examples/angularjs/#/
Source: https://dannorth.net/whats-in-a-story/
specification worksphost, three amigos business people sit down with programmers and discuss features to implement with testers (three amigos) together, write down examples how software should behave and write down cucumber scenarios
specification worksphost, three amigos business people sit down with programmers and discuss features to implement with testers (three amigos) together, write down examples how software should behave and write down cucumber scenarios
specification worksphost, three amigos business people sit down with programmers and discuss features to implement with testers (three amigos) together, write down examples how software should behave and write down cucumber scenarios
BDD is not for testing!
BDD is not for testing!
Example???
BDD is not for testing!
BDD is not for testing!
Source: https://dannorth.net/whats-in-a-story/
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
markdown Closest to natural language Syntax No restrictions Plugins and tools Reporting Autocomplete Maintenance and Readability Not BDD tool, build for testing
https://gauge.org/plugins/#language
markdown Closest to natural language Syntax No restrictions Plugins and tools Reporting Autocomplete Maintenance and Readability Not BDD tool, build for testing
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
BDD is not for testing!
REPL
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
Yes, it is more practical version - dogmatism is not good for anyone
BDD requires a bying from all stakeholders