BDD (Behavior-Driven Development): Way to create testable and automated behaviors that add value to the client before the existence of the source code, prevent behavior-based defects and generate a set of regression tests based on these behaviors.
Presentation that I gave to the Groovy Users of Minnesota group on May 11, 2010. Using Cucumber, cuke4duke, and Groovy together for acceptance test-driven development.
The document summarizes a presentation on test automation with Cucumber-JVM. Cucumber allows writing tests in plain text and executing them as automated tests. It supports behavior driven development by writing specifications in a natural language format. Cucumber tests can be written in various programming languages like Java, Ruby, and executed using JUnit. It uses regular expressions and annotations to map steps in feature files to code implementations.
Gaelyk: Lightweight Groovy on the Google App EngineTim Berglund
Gaelyk is a lightweight Groovy web application framework built specifically for the Google App Engine. It provides a fast, easy way to build simply applications in Groovy and host them for free on the GAE.
This document is a presentation on jBehave, a Java library for behavior driven development. It introduces jBehave and its key concepts like stories, steps classes, and configuration. It explains how jBehave supports BDD and acceptance testing. Examples are provided of basic story and steps class structures in jBehave. The presentation also outlines jBehave's integration with Spring and Maven, and concludes with an overview of jBehave's main features.
django forms are becoming disconnected form the frontend as we move towards API heavy systems. We attempt to bridge the gap by delivering form definition over API, render it in the frontend dynamically using Backbone & Handlebars, provide mechanism for submitting & validating forms over API.
This document provides an overview of building a Scala web application using the Play! framework. It begins with introductions to Scala and the Play! framework. It then covers topics like request handling, views, forms, database integration, the build system, internationalization, and testing. Exercises are provided to demonstrate creating routes, controllers, actions, views, forms, database models and more. The presenter is available to answer questions after the session and provides information on open positions at their company Lucid Software.
[React Native] Lecture 4: Basic Elements and UI Layout by using FlexBoxKobkrit Viriyayudhakorn
This document provides information and instructions for setting up a React Native development environment and building a basic flexbox layout application. It includes links to source code and tutorials for setting up React Native on Windows and Mac systems. The document then explains key React Native concepts like JSX syntax, basic elements, styles, and Flexbox layout properties. It provides code examples and instructions for exercises to build out a flexbox application.
My colleague Adnan created this slide and on behalf of him i am uploading this slide.
A nice Visual Diagram is there on the SERVER CLIENT concept. Must see for newbie.
The document discusses how PHP 5.3 changes the implementation of common design patterns like the Singleton pattern and Observer pattern through the use of anonymous functions. It provides code examples of implementing these patterns in PHP 4/5.0-5.2 versus PHP 5.3 using features like closures, late static binding, and __invoke(). The document also proposes building a dependency injection container in PHP 5.3 using anonymous functions to describe object creation without instantiating objects. This approach results in a simple yet fully-featured dependency injector implementation in around 40 lines of code.
This document provides an introduction to plugin development in WordPress from Josh Pollock of CalderaLabs. It discusses what plugins are, why developers should create them, how to structure them, and best practices for the plugin API. Key topics covered include using hooks and filters, plugin organization, and prioritizing security, reuse, and good coding standards.
PhpSpec is a SpecBDD tool that enables you to use a TDD workflow that can transform the way you write PHP. In this session we will look at the TDD workflow and see how PhpSpec can be used to speed up your development; add regression safety, and improve your object-oriented design.
This document provides an overview of test-driven development (TDD) using the phpspec2 framework. It discusses the different types of tests - functional tests using phpunit or behat, integration tests with PHPUnit, and unit tests with phpspec. It provides examples of writing unit tests with phpspec, including using matchers, mocks, predictions, and advanced features like array mocks. It also offers best practices advice, such as not mocking 3rd party code and considering dependency injection libraries that are well-suited for TDD.
This document provides a technical summary of a complex integration using Dexterity to manage member profiles and synchronize data between a Plone website and a Salesforce CRM for the nonprofit Net Impact. Key features included editable member profiles, searchable member directories, multi-level privacy workflows, and nightly syncing of member data between the two systems. Custom behaviors, schemas, and forms were developed to handle things like member roles, profile editing, and converting Salesforce IDs to Plone UUIDs.
This document discusses using AngularJS with Django to build a single page application called Tweeter. Some key advantages of this approach are that it is faster since pages don't need to reload, any JavaScript framework can be used, and the backend is reusable for mobile apps. Django REST framework is used to create RESTful APIs for models like Tweets that Angular consumes through resources and controllers. Templates are used to pass data from Django to Angular initially, while Angular routing and partials handle page changes within the SPA. Overall this provides a smooth integration of Django and Angular that separates concerns for a better user experience.
BDD to the Bone: Using Behave and Selenium to Test-Drive Web ApplicationsPatrick Viafore
Talk about Behavior-driven Development, Behave, Selenium and Python
Project is found at https://github.com/pviafore/BddToTheBone
Presented at PyTennessee 2017
YouTube video -> https://youtu.be/H2FuJYlbzDg
This is AEM development best practices. These practices do not cover standard like jsp, js & java development practices. This is an effort to consolidate our learning in CMS domain.
This document summarizes how to build a web application using Flask. It introduces HTTP requests and responses, and how Flask works with request and response objects. It then provides an example of building a basic Flask app with a view function to display "Hello World", and how to use Jinja templates to separate code and markup. The document also discusses using HTML forms to submit data via GET and POST requests.
The Angular framework is great for building large-scale web applications that can be maintained and enhanced. When you're building enterprise-level apps, testing is vital to the development process. Testing improves the quality of code and reduces maintenance, saving both time and money. Developers who know how to build and leverage tests are highly valued by their clients and companies.
The document provides an overview of CGI (Common Gateway Interface) and how it enables dynamic web content. It discusses how CGI works, alternatives like PHP and Java servlets, configuring Apache web server for CGI, programming CGI applications using Perl and the CGI.pm module, handling input/output and errors. It also includes an example CGI application in Perl for counting button clicks using sessions and cookies to manage state.
The document discusses best practices for using RSpec, a testing library for Ruby projects. It provides examples of good and bad ways to write RSpec tests and describes techniques like using contexts and shared examples to organize tests and DRY up code. The document emphasizes testing edge cases, mocking only when needed, creating data dynamically in tests rather than using fixtures, and following practices like describing methods under test and having single-expectation tests. It encourages starting to use RSpec and provides contact information for the author to learn more.
HTML 5 is a new version of HTML that is still being developed. It aims to evolve HTML instead of reinventing it. Key features include new form elements, input types, semantic elements, APIs for offline apps, and standardized video and audio embedding. Browser support is growing but the specification may not be finalized until 2022. However, many features are already implemented and can be used today through emulation if needed.
This document provides an introduction to CGI (Common Gateway Interface) and PERL for creating dynamic web pages. It discusses what CGI and PERL are, how to set up the necessary directories and permissions, and how to write a basic CGI script in PERL. Key steps include creating a cgi-bin directory, writing the script with a shebang line to call the PERL interpreter, using print statements to generate HTML output, and testing the script locally and on a server.
This document provides an agenda and overview for a workshop on using Perl for Internet of Things applications. The workshop will cover using Perl and HTTP for device communication, creating web clients and APIs with HTTP::Tiny and Dancer, and developing REST APIs in Perl. Attendees will learn how any language can be used for IoT by treating devices as HTTP clients that trigger actions by making requests to server responses. Practical examples will include reading sensor data and communicating with Arduino devices from Perl programs.
Getting big without getting fat, in perlDean Hamstead
Thoughts on keeping your perl code lean as your code base gets bigger. Ideas on API structure for plugins and modules which can help. Some recommended option settings and module suggestions for handling configuration. A passing reference to logging.
A variety of pop culture, tech and start up culture references to keep things interesting.
All feedback welcome
Presented 18/08/2015 at Sydney PM
This document discusses different types of software testing including unit tests, integration tests, and end-to-end tests. It emphasizes that code should be designed with loosely coupled and independently testable units, and each unit should be tested separately before testing how units interact. It also provides information on testing tools and frameworks like Jasmine and strategies like test-driven development.
The document discusses Behavior Driven Development (BDD) and using the NBehave framework to write automated tests for BDD. It provides an overview of BDD and NBehave, including how to create BDD themes and stories with scenarios using the NBehave fluent interface. It also discusses stubbing out behavior, executing tests, comparing BDD to test-driven development, and using NBehave to generate documentation from tests.
The document discusses how PHP 5.3 changes the implementation of common design patterns like the Singleton pattern and Observer pattern through the use of anonymous functions. It provides code examples of implementing these patterns in PHP 4/5.0-5.2 versus PHP 5.3 using features like closures, late static binding, and __invoke(). The document also proposes building a dependency injection container in PHP 5.3 using anonymous functions to describe object creation without instantiating objects. This approach results in a simple yet fully-featured dependency injector implementation in around 40 lines of code.
This document provides an introduction to plugin development in WordPress from Josh Pollock of CalderaLabs. It discusses what plugins are, why developers should create them, how to structure them, and best practices for the plugin API. Key topics covered include using hooks and filters, plugin organization, and prioritizing security, reuse, and good coding standards.
PhpSpec is a SpecBDD tool that enables you to use a TDD workflow that can transform the way you write PHP. In this session we will look at the TDD workflow and see how PhpSpec can be used to speed up your development; add regression safety, and improve your object-oriented design.
This document provides an overview of test-driven development (TDD) using the phpspec2 framework. It discusses the different types of tests - functional tests using phpunit or behat, integration tests with PHPUnit, and unit tests with phpspec. It provides examples of writing unit tests with phpspec, including using matchers, mocks, predictions, and advanced features like array mocks. It also offers best practices advice, such as not mocking 3rd party code and considering dependency injection libraries that are well-suited for TDD.
This document provides a technical summary of a complex integration using Dexterity to manage member profiles and synchronize data between a Plone website and a Salesforce CRM for the nonprofit Net Impact. Key features included editable member profiles, searchable member directories, multi-level privacy workflows, and nightly syncing of member data between the two systems. Custom behaviors, schemas, and forms were developed to handle things like member roles, profile editing, and converting Salesforce IDs to Plone UUIDs.
This document discusses using AngularJS with Django to build a single page application called Tweeter. Some key advantages of this approach are that it is faster since pages don't need to reload, any JavaScript framework can be used, and the backend is reusable for mobile apps. Django REST framework is used to create RESTful APIs for models like Tweets that Angular consumes through resources and controllers. Templates are used to pass data from Django to Angular initially, while Angular routing and partials handle page changes within the SPA. Overall this provides a smooth integration of Django and Angular that separates concerns for a better user experience.
BDD to the Bone: Using Behave and Selenium to Test-Drive Web ApplicationsPatrick Viafore
Talk about Behavior-driven Development, Behave, Selenium and Python
Project is found at https://github.com/pviafore/BddToTheBone
Presented at PyTennessee 2017
YouTube video -> https://youtu.be/H2FuJYlbzDg
This is AEM development best practices. These practices do not cover standard like jsp, js & java development practices. This is an effort to consolidate our learning in CMS domain.
This document summarizes how to build a web application using Flask. It introduces HTTP requests and responses, and how Flask works with request and response objects. It then provides an example of building a basic Flask app with a view function to display "Hello World", and how to use Jinja templates to separate code and markup. The document also discusses using HTML forms to submit data via GET and POST requests.
The Angular framework is great for building large-scale web applications that can be maintained and enhanced. When you're building enterprise-level apps, testing is vital to the development process. Testing improves the quality of code and reduces maintenance, saving both time and money. Developers who know how to build and leverage tests are highly valued by their clients and companies.
The document provides an overview of CGI (Common Gateway Interface) and how it enables dynamic web content. It discusses how CGI works, alternatives like PHP and Java servlets, configuring Apache web server for CGI, programming CGI applications using Perl and the CGI.pm module, handling input/output and errors. It also includes an example CGI application in Perl for counting button clicks using sessions and cookies to manage state.
The document discusses best practices for using RSpec, a testing library for Ruby projects. It provides examples of good and bad ways to write RSpec tests and describes techniques like using contexts and shared examples to organize tests and DRY up code. The document emphasizes testing edge cases, mocking only when needed, creating data dynamically in tests rather than using fixtures, and following practices like describing methods under test and having single-expectation tests. It encourages starting to use RSpec and provides contact information for the author to learn more.
HTML 5 is a new version of HTML that is still being developed. It aims to evolve HTML instead of reinventing it. Key features include new form elements, input types, semantic elements, APIs for offline apps, and standardized video and audio embedding. Browser support is growing but the specification may not be finalized until 2022. However, many features are already implemented and can be used today through emulation if needed.
This document provides an introduction to CGI (Common Gateway Interface) and PERL for creating dynamic web pages. It discusses what CGI and PERL are, how to set up the necessary directories and permissions, and how to write a basic CGI script in PERL. Key steps include creating a cgi-bin directory, writing the script with a shebang line to call the PERL interpreter, using print statements to generate HTML output, and testing the script locally and on a server.
This document provides an agenda and overview for a workshop on using Perl for Internet of Things applications. The workshop will cover using Perl and HTTP for device communication, creating web clients and APIs with HTTP::Tiny and Dancer, and developing REST APIs in Perl. Attendees will learn how any language can be used for IoT by treating devices as HTTP clients that trigger actions by making requests to server responses. Practical examples will include reading sensor data and communicating with Arduino devices from Perl programs.
Getting big without getting fat, in perlDean Hamstead
Thoughts on keeping your perl code lean as your code base gets bigger. Ideas on API structure for plugins and modules which can help. Some recommended option settings and module suggestions for handling configuration. A passing reference to logging.
A variety of pop culture, tech and start up culture references to keep things interesting.
All feedback welcome
Presented 18/08/2015 at Sydney PM
This document discusses different types of software testing including unit tests, integration tests, and end-to-end tests. It emphasizes that code should be designed with loosely coupled and independently testable units, and each unit should be tested separately before testing how units interact. It also provides information on testing tools and frameworks like Jasmine and strategies like test-driven development.
The document discusses Behavior Driven Development (BDD) and using the NBehave framework to write automated tests for BDD. It provides an overview of BDD and NBehave, including how to create BDD themes and stories with scenarios using the NBehave fluent interface. It also discusses stubbing out behavior, executing tests, comparing BDD to test-driven development, and using NBehave to generate documentation from tests.
This document provides an overview and outline of a training course for administering TestDirector 8.0. The course covers planning and installing TestDirector, creating domains and projects, managing users and groups, workflow management, and maintenance. It consists of lectures, demonstrations, and hands-on exercises. The goal is for students to learn how to install, configure, and manage all aspects of TestDirector.
This document provides an overview of the Cucumber testing tool. It discusses Behavior Driven Development (BDD) and how Cucumber enables BDD. The document covers the key components of Cucumber including Gherkin language, feature files, step definitions, and tags. It also provides examples of how Cucumber can be used with Selenium for automated testing and discusses Cucumber reports.
Tackle Containerization Advisor (TCA) for Legacy ApplicationsKonveyor Community
Recording of presentation: https://youtu.be/VapEooROERw
With the adoption of cloud services and the reliability and resiliency it offers, enterprises are eager to understand how many of their legacy applications can be containerized.
We propose Tackle Containerization Advisor (TCA), a framework that provides a containerization advisory for legacy applications.
Given an application description in terms of its technical components, TCA proposes a multi-step process that standardizes the raw inputs and curates technology stack into various components, detects missing components and finally recommends the best possible containerization approach.
Presenter: Anup Kalia, Research Staff Member @ IBM Research
GitHub: https://github.com/konveyor/tackle-container-advisor
The document provides an overview of Behavior Driven Development (BDD) and the Cucumber testing framework. It discusses why teams adopt BDD, what BDD and Cucumber are, and how to set up the Cucumber environment and write feature files using its Gherkin language. Key points covered include that BDD focuses on specifying and testing desired user behaviors, Cucumber serves as documentation, tests, and an aid using plain text scenarios, and the environment setup shows installing Java, Eclipse, Maven, and adding Cucumber dependencies to create and run feature files.
End-to-End Machine Learning Pipeline with Docker Enterprise and Kubeflow
Try it out using Docker for Desktop: https://github.com/dockersamples/docker-hub-ml-project
Enjoy!
Learn the best practices and advanced techniques.
* Passing data to client libs, use the data attribute
* Expression contexts, choose wisely
* Use statement best practices, what fits best your needs
* Template & Call statements advanced usage
* Parameters for sub-resources, featuring resource attributes and synthetic resources
AGADOS function & feature Chapter-02 biz logic defineYongkyoo Park
The document describes the functions and features of Agados, including its smart architecture for application development. Key points include:
- It provides visibility of all application logics and monitoring through a visual design flow.
- It supports most programming languages and databases and enables cloud-based SaaS and PaaS applications.
- The flow designer allows defining business rules and logic visually without programming. A variety of node types support different tasks.
The document provides information on JavaScript including:
- JavaScript is a lightweight, interpreted programming language used for creating interactive effects in web pages.
- Client-side JavaScript can validate user input before submitting a form to the server.
- The HTML DOM represents the webpage as an object model which JavaScript can manipulate to dynamically change HTML content.
Intro To JavaScript Unit Testing - Ran MizrahiRan Mizrahi
The document introduces JavaScript testing and test-driven development (TDD). It discusses why software projects fail, challenges of testing JavaScript code, and how to use the Mocha and ChaiJS frameworks for TDD and behavior-driven development (BDD). It provides an example of writing unit tests for a user service function using TDD principles, implementing the code to pass the tests, and running the tests with Mocha. Benefits of testing code include short feedback cycles, high test coverage, documentation of specifications, and less time spent debugging.
This document introduces Behavior Driven Development (BDD) and the Mocha.js testing framework. BDD focuses on writing user stories and scenarios from the customer's perspective to define important software behaviors. Mocha.js allows writing unit tests for JavaScript code using a BDD style. Tests are organized into test suites and test cases using describe and it functions. Assertions validate test outcomes. Mocha.js supports browser and Node.js testing and works with assertion libraries like Chai.js.
This document discusses patterns and practices for building living documentation using SpecFlow and Gherkin. It provides an overview of using SpecFlow in a project to gather requirements, develop tests, and build and release software. It also discusses special challenges like formalizing user stories and scenarios, dealing with cross-cutting concerns, and using test contexts and drivers for automation. The document is presented by Christian Hassa and Gaspar Nagy from TechTalk on their experiences using SpecFlow for the SpecLog project.
This document provides an overview of Behavior Driven Development (BDD) with Cucumber. It discusses Test Driven Development (TDD), the differences between TDD and BDD, and the key features of BDD including using a common language that business and technical stakeholders can understand. The document then covers an introduction to Cucumber, its advantages over other tools, prerequisites for using Cucumber, and how a basic Cucumber framework is structured including feature files, step definitions, and a test runner file. It also discusses using backgrounds in Cucumber to define common starting context across scenarios.
InterConnect 2016 Java EE 7 Overview (PEJ-5296)Kevin Sutter
Java EE 7 is an update to the Java Platform, Enterprise Edition that includes new APIs and functionality for batch processing, JSON processing, WebSocket, RESTful web services, and more. Key features include batch applications, JSON processing improvements, WebSocket support, simplified JMS API, and more annotated POJOs with less boilerplate code. WebSphere Application Server and IBM WebSphere Liberty support Java EE 7.
Cross Platform migration of SAS BI Environment: Tips and TricksAmol Deshmukh
Cross platform migration of SAS BI environments may be needed for server upgrades, data center relocation, or workload balancing. Key challenges include performance, data protection, hardware and software compatibility, and application downtime. The migration lifecycle involves assessing the current deployment, planning hardware and software needs, installing and configuring the new environment, migrating user identities, metadata objects, portal content, and SAS data and code, and validating the new deployment before cutting over. Careful planning and use of SAS migration tools can help navigate this process.
Kishore Panchagiri has over 8 years of experience as a senior test engineer. He has extensive experience in software testing, including system testing, integration testing, regression testing, and test case management. He is proficient in test automation tools like Silk Test and Selenium IDE, as well as test management tools like HP Quality Center and ALM. Kishore has worked on several projects in domains like banking, healthcare, and manufacturing. He is skilled in all phases of the software development and testing lifecycles.
Respondendo as principais dúvidas sobre essa tecnologia que promete permitir o compartilhamento da lógica de negócios para seus aplicativos iOS, Android, Web e Desktop.
Why companies like Google, Alibaba and UOL choose FlutterGeison Goes
Flutter is a mobile app SDK that allows building high-performance apps for iOS and Android from a single codebase. It uses Dart as its programming language, which supports reactive programming and asynchronous operations. Everything in Flutter is a widget, which are divided into stateful and stateless widgets. Major companies like Google, Alibaba, and UOL use Flutter due to advantages like sharing code between platforms, hot reload for faster development, and not requiring an IDE.
The document discusses functional programming in Swift. It defines functional programming as avoiding mutable data and state. This means that in functional programming, variables are immutable and do not change value once assigned, and functions have no side effects or dependence on external state. The advantages of this approach include cleaner, more modular code with no hidden state, referential transparency allowing parallelization and memoization, and easier debugging. Functional concepts like immutable objects, higher order functions, lazy evaluation, and recursion are demonstrated in Swift examples.
The idea of this talk is presenting the Golang functional features, the pros e cons of apply functional paradigm in Golang. Do you want to improve readability and maintainability of your code using more functional paradigms? So, come on and let's have a fun time together!
Functional programming avoids mutable state and side effects by treating computation as the evaluation of mathematical functions. In Golang, functional programming principles like immutable data, higher-order functions, and recursion can be applied to write more elegant, concise and testable code, though it lacks features like tail call optimization. Writing functional style enhances code quality by making behavior more predictable and explicit through referential transparency.
REST (Representational State Transfer) is an architectural style, and an approach to communications that is often used in the development of Web services and nowadays with Mobile world and Internet of Things.
Gil - the responsible to unable paralellismGeison Goes
The Global Interpreter Lock (GIL) is a mechanism used in some computer language interpreters that allows only one thread to execute at a time. This prevents parallelism and hurts performance. Languages like Python and Ruby use the GIL for increased single-threaded speed and easier integration of C libraries. While removing the GIL is possible, it would require making internal data structures thread-safe. Using separate processes can achieve parallelism but uses significantly more memory.
Functional programming is a paradigm that treats computation as the evaluation of mathematical functions and avoids state and mutable data. It promotes pure functions without side effects. Some advantages of functional programming include cleaner code, referential transparency which enables memoization, parallelization, and easier debugging. While Python is multi-paradigm, functional programming techniques like immutable data, higher-order functions, recursion, and lazy evaluation can be applied for more elegant and maintainable code.
Ruby supports functional programming principles through features like blocks, lambdas, and immutable objects. Some advantages of a functional style include cleaner code with no side effects, referential transparency allowing parallelization and easier debugging, and the use of recursion instead of loops. While Ruby is an imperative language, applying concepts like map, filter, reduce, and avoiding mutable state can make code more clear and maintainable.
Secure Test Infrastructure: The Backbone of Trustworthy Software DevelopmentShubham Joshi
A secure test infrastructure ensures that the testing process doesn’t become a gateway for vulnerabilities. By protecting test environments, data, and access points, organizations can confidently develop and deploy software without compromising user privacy or system integrity.
F-Secure Freedome VPN 2025 Crack Plus Activation New Versionsaimabibi60507
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F-Secure Freedome VPN is a virtual private network service developed by F-Secure, a Finnish cybersecurity company. It offers features such as Wi-Fi protection, IP address masking, browsing protection, and a kill switch to enhance online privacy and security .
Proactive Vulnerability Detection in Source Code Using Graph Neural Networks:...Ranjan Baisak
As software complexity grows, traditional static analysis tools struggle to detect vulnerabilities with both precision and context—often triggering high false positive rates and developer fatigue. This article explores how Graph Neural Networks (GNNs), when applied to source code representations like Abstract Syntax Trees (ASTs), Control Flow Graphs (CFGs), and Data Flow Graphs (DFGs), can revolutionize vulnerability detection. We break down how GNNs model code semantics more effectively than flat token sequences, and how techniques like attention mechanisms, hybrid graph construction, and feedback loops significantly reduce false positives. With insights from real-world datasets and recent research, this guide shows how to build more reliable, proactive, and interpretable vulnerability detection systems using GNNs.
Douwan Crack 2025 new verson+ License codeaneelaramzan63
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Douwan Preactivated Crack Douwan Crack Free Download. Douwan is a comprehensive software solution designed for data management and analysis.
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfTechSoup
In this webinar we will dive into the essentials of generative AI, address key AI concerns, and demonstrate how nonprofits can benefit from using Microsoft’s AI assistant, Copilot, to achieve their goals.
This event series to help nonprofits obtain Copilot skills is made possible by generous support from Microsoft.
What You’ll Learn in Part 2:
Explore real-world nonprofit use cases and success stories.
Participate in live demonstrations and a hands-on activity to see how you can use Microsoft 365 Copilot in your own work!
This presentation explores code comprehension challenges in scientific programming based on a survey of 57 research scientists. It reveals that 57.9% of scientists have no formal training in writing readable code. Key findings highlight a "documentation paradox" where documentation is both the most common readability practice and the biggest challenge scientists face. The study identifies critical issues with naming conventions and code organization, noting that 100% of scientists agree readable code is essential for reproducible research. The research concludes with four key recommendations: expanding programming education for scientists, conducting targeted research on scientific code quality, developing specialized tools, and establishing clearer documentation guidelines for scientific software.
Presented at: The 33rd International Conference on Program Comprehension (ICPC '25)
Date of Conference: April 2025
Conference Location: Ottawa, Ontario, Canada
Preprint: https://arxiv.org/abs/2501.10037
Who Watches the Watchmen (SciFiDevCon 2025)Allon Mureinik
Tests, especially unit tests, are the developers’ superheroes. They allow us to mess around with our code and keep us safe.
We often trust them with the safety of our codebase, but how do we know that we should? How do we know that this trust is well-deserved?
Enter mutation testing – by intentionally injecting harmful mutations into our code and seeing if they are caught by the tests, we can evaluate the quality of the safety net they provide. By watching the watchmen, we can make sure our tests really protect us, and we aren’t just green-washing our IDEs to a false sense of security.
Talk from SciFiDevCon 2025
https://www.scifidevcon.com/courses/2025-scifidevcon/contents/680efa43ae4f5
How Valletta helped healthcare SaaS to transform QA and compliance to grow wi...Egor Kaleynik
This case study explores how we partnered with a mid-sized U.S. healthcare SaaS provider to help them scale from a successful pilot phase to supporting over 10,000 users—while meeting strict HIPAA compliance requirements.
Faced with slow, manual testing cycles, frequent regression bugs, and looming audit risks, their growth was at risk. Their existing QA processes couldn’t keep up with the complexity of real-time biometric data handling, and earlier automation attempts had failed due to unreliable tools and fragmented workflows.
We stepped in to deliver a full QA and DevOps transformation. Our team replaced their fragile legacy tests with Testim’s self-healing automation, integrated Postman and OWASP ZAP into Jenkins pipelines for continuous API and security validation, and leveraged AWS Device Farm for real-device, region-specific compliance testing. Custom deployment scripts gave them control over rollouts without relying on heavy CI/CD infrastructure.
The result? Test cycle times were reduced from 3 days to just 8 hours, regression bugs dropped by 40%, and they passed their first HIPAA audit without issue—unlocking faster contract signings and enabling them to expand confidently. More than just a technical upgrade, this project embedded compliance into every phase of development, proving that SaaS providers in regulated industries can scale fast and stay secure.
AgentExchange is Salesforce’s latest innovation, expanding upon the foundation of AppExchange by offering a centralized marketplace for AI-powered digital labor. Designed for Agentblazers, developers, and Salesforce admins, this platform enables the rapid development and deployment of AI agents across industries.
Email: [email protected]
Phone: +1(630) 349 2411
Website: https://www.fexle.com/blogs/agentexchange-an-ultimate-guide-for-salesforce-consultants-businesses/?utm_source=slideshare&utm_medium=pptNg
Why Orangescrum Is a Game Changer for Construction Companies in 2025Orangescrum
Orangescrum revolutionizes construction project management in 2025 with real-time collaboration, resource planning, task tracking, and workflow automation, boosting efficiency, transparency, and on-time project delivery.
Discover why Wi-Fi 7 is set to transform wireless networking and how Router Architects is leading the way with next-gen router designs built for speed, reliability, and innovation.
Designing AI-Powered APIs on Azure: Best Practices& ConsiderationsDinusha Kumarasiri
AI is transforming APIs, enabling smarter automation, enhanced decision-making, and seamless integrations. This presentation explores key design principles for AI-infused APIs on Azure, covering performance optimization, security best practices, scalability strategies, and responsible AI governance. Learn how to leverage Azure API Management, machine learning models, and cloud-native architectures to build robust, efficient, and intelligent API solutions
Exceptional Behaviors: How Frequently Are They Tested? (AST 2025)Andre Hora
Exceptions allow developers to handle error cases expected to occur infrequently. Ideally, good test suites should test both normal and exceptional behaviors to catch more bugs and avoid regressions. While current research analyzes exceptions that propagate to tests, it does not explore other exceptions that do not reach the tests. In this paper, we provide an empirical study to explore how frequently exceptional behaviors are tested in real-world systems. We consider both exceptions that propagate to tests and the ones that do not reach the tests. For this purpose, we run an instrumented version of test suites, monitor their execution, and collect information about the exceptions raised at runtime. We analyze the test suites of 25 Python systems, covering 5,372 executed methods, 17.9M calls, and 1.4M raised exceptions. We find that 21.4% of the executed methods do raise exceptions at runtime. In methods that raise exceptions, on the median, 1 in 10 calls exercise exceptional behaviors. Close to 80% of the methods that raise exceptions do so infrequently, but about 20% raise exceptions more frequently. Finally, we provide implications for researchers and practitioners. We suggest developing novel tools to support exercising exceptional behaviors and refactoring expensive try/except blocks. We also call attention to the fact that exception-raising behaviors are not necessarily “abnormal” or rare.
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Explaining GitHub Actions Failures with Large Language Models Challenges, In...ssuserb14185
GitHub Actions (GA) has become the de facto tool that developers use to automate software workflows, seamlessly building, testing, and deploying code. Yet when GA fails, it disrupts development, causing delays and driving up costs. Diagnosing failures becomes especially challenging because error logs are often long, complex and unstructured. Given these difficulties, this study explores the potential of large language models (LLMs) to generate correct, clear, concise, and actionable contextual descriptions (or summaries) for GA failures, focusing on developers’ perceptions of their feasibility and usefulness. Our results show that over 80% of developers rated LLM explanations positively in terms of correctness for simpler/small logs. Overall, our findings suggest that LLMs can feasibly assist developers in understanding common GA errors, thus, potentially reducing manual analysis. However, we also found that improved reasoning abilities are needed to support more complex CI/CD scenarios. For instance, less experienced developers tend to be more positive on the described context, while seasoned developers prefer concise summaries. Overall, our work offers key insights for researchers enhancing LLM reasoning, particularly in adapting explanations to user expertise.
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Cucumber - use it to describe user stories and acceptance criterias
1. Use it to describe User Stories
and Acceptance Criterias
2. 1. Difficulties to localize feature documentation described in some US,
developed some sprints in the past.
2. Difficulties to keep feature documentation and tests synchronized.
3. Difficulties to have a unified language across the team(PO, QA and Devs).
4. Difficulties to check the health of all features.
Motivation behind this idea
3. BDD (Behavior-Driven Development): Way to create testable and
automated behaviors that add value to the client before the
existence of the source code, prevent behavior-based defects
and generate a set of regression tests based on these
behaviors.
What is BDD
4. The Main goal of BDD for us is give to non-technical and
technical team a unified language to describe the requirements
and keep it synchronized with test that will guarantee to
clients the quality of the product.
BDD for us
5. How it Works
1. PO get requirements
from client.
2. PO write US in the
BDD description style:
GIVEN - WHEN - THEN
3. QA and DEV Team
write corner cases
scenarios.
4. QA and DEV Team
write the test code for
features
5. DEV Team
implement the
functionallity.
6. Client and PO
Happy because are
able to check the
Cucumber Reports in
order to be updated
about the features
progress.
6. Feature: Get BDD US description from RallyDev
Get BDD US description from RallyDev and save in a Cucumber descriptor file
Scenario: Get BDD US description from RallyDev and save in a file
Given The user have permissions to access RallyDev and it is up and running
When User run bdd_tool passing the parameters
Then A file should be saved in the BDD_Tests folder with the USs descriptions
Describing USs and Acceptance Criteria
7. Given(/^The user have permissions to access RallyDev and it is up and running$/) do
headers = RallyAPI::CustomHttpHeader.new()
headers.name = "Catbert BDD Tool Utility"
headers.vendor = "HP"
headers.version = "1.0"
config = {:base_url => "https://rally1.rallydev.com/slm"}
config[:username] = "[email protected]"
config[:password] = "#hp204205hp#"
config[:workspace] = "IPG-IWS-PTP"
config[:project] = "Print from URL"
config[:headers] = headers
raise AssertionError if RallyAPI::RallyRestJson.new(config).nil?
end
When(/^User run bdd_tool passing the parameters$/) do
$result = system("ruby #{File.expand_path('../.')}/bdd_tool_cli.rb -u '[email protected]' -p '#hp204205hp#' -s 'US15335'")
end
Then(/^A file should be saved in the BDD_Tests folder with the USs descriptions$/) do
raise AssertionError unless $result
raise AssertionError unless File.exist?("#{File.expand_path('../.')}/bdd_tool_cli.rb")
end
Test code behind the US Description
8. Feature: Show products catalog
Show a list of products
If there is no products in catalog should show a message "..."
Scenario: Get products
Given The storefront is open
When The user click in the list catalog link
Then The user should see the catalog list page
Scenario: Get empty catalog
Given The storefront is open
When The user click in the list catalog link
Then The user should see the message "There is no products for your country!"
Describing USs and Acceptance Criteria for
Interfaces
9. Feature: Show products catalog
Show a list of products
If there is no products in catalog should show a message "..."
Scenario: Get catalog
Given The service is listening for requests
When The client request a list of products
Then The HTTP code response should be 200
And The response should be the JSON:
{
products: [
{name: "products1"},
{name: "products2"}
]
}
Describing USs and Acceptance Criteria for REST API
10. Feature: Migrate Services from Plataform X to Y
Have everything working in Y environment.
Scenario: Check services in new Plataform
Given The regression tests pointing to new servers
When The regression tests execution are completed
Then The reports result should not be changed
Describing USs and Acceptance Criteria for eOPS
12. ● Having documentation as tests, there is no chance of having tests and
implementation delivering something different than desired.
● The BDD documentation works as a contract that guarantee the client needs.
● The client could check the tests reports, in order to be updated about the
progress of features requested.
● An easy and centralized local to everyone clients and team consult the
feature status and descriptions.
The main results obtained from this approach