This is the presentation to go along with the talk for the 2019 South Dakota Code Camp by Harshith Keni
https://2019.southdakotacodecamp.com/schedule/sessions/mobile-development-with-flutter-and-dart/
Flutter is a mobile app SDK for building high-performance, high-fidelity, apps for iOS and Android, from a single codebase.
The goal is to enable developers to deliver high-performance apps that feel natural on different platforms. We embrace differences in scrolling behaviors, typography, icons, and more.
Flutter is a mobile app SDK developed by Google that allows creating native mobile apps for Android, iOS, and Fuchsia using a single codebase. It uses the Dart programming language and is based on widgets that are similar to but more powerful than views. Apps are built using stateless and stateful widgets where stateful widgets can update their state through setState calls to trigger rebuilds. Flutter uses a widget-based navigation system called Navigator for navigating between screens rather than using activities and fragments like on Android. It supports platform-specific code through platform channels to access native features and asynchronous programming through async/await.
Flutter is a new cross-platform mobile app development framework created by Google. It allows building high-performance native apps for Android and iOS from a single codebase using the Dart programming language. The document discusses Flutter's advantages like reactive views without a JavaScript bridge, native performance through AOT compilation, rich customizable widgets, and hot reload capabilities. It provides a quick overview of setting up Flutter development environments and building a basic "Hello World" app. The presenter demonstrates building a simple counter app widget in both Flutter and React Native. He closes by discussing some use cases for Flutter and pointing to further reading resources.
This document provides an introduction to Flutter, an open-source SDK for building mobile, desktop and web applications from a single codebase. It discusses Flutter's history and development, how to set up the development environment in Android Studio, and how to create a basic "Hello World" Flutter app. It also briefly mentions Hot Reload, which allows instant reloading of code changes in the app without restarting the entire process.
My presentation about Flutter on Google I/O 2018 Extended hosted by d3stud.io in Baghdad (#gdgbaghdad). It shows how Flutter outperforms ReactNative and other cross-platform frameworks. It also shows how Flutter handles Arabic (RTL languages) at best. At the end, it concludes with a small project called Tourism Demo, that shows the capabilities of Flutter, like animations and i18n, among others.
https://github.com/bluemix/flutter-tourism-demo
Flutter is a mobile UI framework for building cross-platform apps. It allows creating apps for both Android and iOS using a single codebase. The framework uses widgets to build user interfaces - everything in a Flutter app is a widget. To get started, developers install Flutter, then use the flutter create command to generate a new app project. They can then build the app UI using various widget types like Text, Container, Column and more.
Flutter is Google's UI toolkit for building beautiful, natively compiled applications from a single codebase. It allows creating mobile, web, and desktop apps. The document provides an overview of getting started with Flutter and common widgets like text, buttons, lists, and more. It also describes data management using Moor and shared preferences as well as connecting to REST APIs with packages like Retrofit and Dio.
Flutter overview - advantages & disadvantages for businessBartosz Kosarzycki
After half a year experience with Fluttter, two internal projects and one commercial one, we'd like to share our view on what FLUTTER as a framework gives developers and businesses alike.
Developing Cross platform apps in flutter (Android, iOS, Web)Priyanka Tyagi
Sharing slides from my Flutter talk at SV Code Camp: https://www.siliconvalley-codecamp.com/Session/2019/developing-cross-platform-applications-using-flutter-web-android-and-ios
#Code2Create:: Introduction to App Development in Flutter with DartGDGKuwaitGoogleDevel
This is an introductory workshop in Flutter with Dart. Through which attendees will learn to construct a mobile GUI application for Android and iOS devices using the latest tools and practices.
Objectives:
1. Use good graphical interface design principle to build a user interface
2. Code event procedures in a GUI program
3. Produce tested code that executes correctly and consistently
4. Ability to debug program using manual and programmatic tools
*Workshop level: Beginners, but must have programming background with any OOP language.
**Prerequisites: In order to participate in this workshop, you need:
- a laptop with Android Studio 4.0 or higher installed*
- Flutter SDK and dart plugins downloaded and installed on Android Studio*
- Setup an Android Emulator for testing purposes*
- Do a test drive to make sure all is running properly
For help on the above go to : https://flutter.dev/docs/get-started/install
Flutter Installation document provides instructions on:
- Installing Flutter SDK and configuring environment variables on Windows.
- Creating a simple Flutter project in Android Studio.
- Describing the basic folder structure of a Flutter project.
- Introducing some Dart language basics like variables, functions, lists, and maps.
Cross Platform Mobile Development using Flutter by Wei Meng Lee at Mobile foc...DevClub_lv
Maintaining multiple code bases for the same application is often a pain in the neck for mobile developers. In the recent years, different frameworks have appeared in the market that aim to reduce the workload of developers by offering them a write-once-run-everywhere approach. In this session, Wei-Meng will take a quick look at the different frameworks available – Xamarin, React Native, and Flutter. He will focus on using Flutter and see how it makes your life as a mobile developer easier.
(Language – English)
Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net).
Developing cross platform apps in Flutter (Android, iOS, and Web)Priyanka Tyagi
Learn how to get started with building cross-platform mobile apps using Flutter framework. Checkout the YouTube video: https://youtu.be/NRoZUVrbwPM
Flutter is a new mobile app development framework created by Google that allows building high-performance, native apps for iOS and Android from a single codebase. It uses Dart as its programming language. Flutter compiles code to native ARM machine code rather than interpreting it, allowing apps built with Flutter to perform similarly to those built natively with Swift or Java. Flutter provides widgets that are analogous to HTML/CSS elements, allowing developers to build custom user interfaces easily. Flutter also supports features like hot reload, which instantly pushes code and UI changes to the emulator or device.
This document introduces Flutter, an open-source mobile application development framework created by Google. It discusses why hybrid mobile apps are useful, and how Flutter addresses this through its ability to write once and deploy to both Android and iOS. Key features of Flutter that are highlighted include it being owned by Google, using the Dart programming language, and its widget-based architecture. The document then provides an overview of various Flutter development topics such as code editors, state management, animations, plugins, and profiling.
FlutterEgypt is a community group focused on helping Arab and Egyptian developers learn about Google Flutter, a framework for building mobile apps using a single codebase for both Android and iOS. The group holds meetups and collaborates with Google Developers to teach about Flutter. The founder, Ahmed Abu Eldahab, is a mobile developer with over 15 years of experience who started the group to promote Flutter in the region.
Flutter is an open-source SDK for building high-performance, cross-platform apps from a single codebase. It allows developers to build mobile apps for iOS and Android from Dart code. The document discusses what Flutter and Dart are, commonly used widgets in Flutter like MaterialApp and basic widgets, advanced widgets like Silver and gestures. It also compares React Native to Flutter and discusses non-visual features, web support, companies using Flutter and the future scope for Flutter developers.
Flutter is Google's cross-platform mobile development framework that allows building native Android and iOS apps from a single codebase using the Dart programming language. It uses widgets to build apps with rich animations and designs, and provides plugins to access native platform features through platform channels. Flutter is well-suited for apps targeting both platforms with complex UI, though it has limitations around app size and 3D support.
This is PPT for Info session regarding Flutter Festival.
It is is a follow along PPT for Flutter Festival Bhopal. Conducted and organized by GDSC UIT RGPV and Flutter Bhopal 2022
Flutter is an open-source mobile app SDK developed by Google that allows building high-performance apps for iOS and Android from a single codebase. It uses Dart as its programming language, has beautiful Material and Cupertino widgets, supports hot reload for fast development, and compiles to native ARM code for high performance across both platforms. Flutter apps are fully reactive and use widgets to define all visual elements, making for a simple and consistent development experience.
Android Study Jams are community-organized study groups
for people to do hands-on learning for Android app development.
Android Basics is a series of sessions focused specifically on learning how to build Android apps without prior Android experience.
Flutter allows building beautiful native apps for iOS and Android from a single codebase. It uses Skia for rendering and widgets as basic building blocks. Dart is the programming language used, which is easy to learn and supports JIT and AOT compilation. Everything in Flutter is represented as a widget, from structural elements to layout properties. Widgets are composed together rather than using inheritance. Stateful widgets create State objects that can rebuild when the state changes. Flutter focuses on composition over inheritance and uses widgets as the fundamental building blocks.
This document introduces Flutter, a UI toolkit from Google that allows building mobile, web, and desktop applications from a single codebase. It is presented by Akassharjun Shanmugarajah, an Android and Flutter enthusiast. Key features of Flutter highlighted are fast development, expressive and flexible UI, native performance, and using a single codebase. Common widgets like Container, Column, Row, Text, Align, List View, Raised Button and Floating Action Button are also mentioned.
Flutter is an open-source SDK developed by Google that allows building high-performance mobile apps for both Android and iOS from a single codebase. It uses its own rendering engine instead of webviews or native widgets, and has a thin C/C++ layer with most code implemented in Dart. Flutter supports hot reload which allows code changes to take effect instantly without losing app state. It is optimized for building 2D apps and supports features like camera, geolocation, and third-party SDKs.
Cross-platform Mobile Development on Open SourceAll Things Open
This document provides an overview of cross-platform mobile development using open source tools. It discusses hybrid mobile frameworks like Apache Cordova that allow building mobile apps with web technologies that are deployed to native app stores. While early hybrid apps had performance issues, newer frameworks discussed like React Native and NativeScript claim to generate truly native apps with high code reuse across platforms using JavaScript. The document also covers adjacent native frameworks like Xamarin that compile to native apps from C# instead of web technologies. Overall it introduces a variety of open source options for cross-platform mobile development.
Flutter overview - advantages & disadvantages for businessBartosz Kosarzycki
After half a year experience with Fluttter, two internal projects and one commercial one, we'd like to share our view on what FLUTTER as a framework gives developers and businesses alike.
Developing Cross platform apps in flutter (Android, iOS, Web)Priyanka Tyagi
Sharing slides from my Flutter talk at SV Code Camp: https://www.siliconvalley-codecamp.com/Session/2019/developing-cross-platform-applications-using-flutter-web-android-and-ios
#Code2Create:: Introduction to App Development in Flutter with DartGDGKuwaitGoogleDevel
This is an introductory workshop in Flutter with Dart. Through which attendees will learn to construct a mobile GUI application for Android and iOS devices using the latest tools and practices.
Objectives:
1. Use good graphical interface design principle to build a user interface
2. Code event procedures in a GUI program
3. Produce tested code that executes correctly and consistently
4. Ability to debug program using manual and programmatic tools
*Workshop level: Beginners, but must have programming background with any OOP language.
**Prerequisites: In order to participate in this workshop, you need:
- a laptop with Android Studio 4.0 or higher installed*
- Flutter SDK and dart plugins downloaded and installed on Android Studio*
- Setup an Android Emulator for testing purposes*
- Do a test drive to make sure all is running properly
For help on the above go to : https://flutter.dev/docs/get-started/install
Flutter Installation document provides instructions on:
- Installing Flutter SDK and configuring environment variables on Windows.
- Creating a simple Flutter project in Android Studio.
- Describing the basic folder structure of a Flutter project.
- Introducing some Dart language basics like variables, functions, lists, and maps.
Cross Platform Mobile Development using Flutter by Wei Meng Lee at Mobile foc...DevClub_lv
Maintaining multiple code bases for the same application is often a pain in the neck for mobile developers. In the recent years, different frameworks have appeared in the market that aim to reduce the workload of developers by offering them a write-once-run-everywhere approach. In this session, Wei-Meng will take a quick look at the different frameworks available – Xamarin, React Native, and Flutter. He will focus on using Flutter and see how it makes your life as a mobile developer easier.
(Language – English)
Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net).
Developing cross platform apps in Flutter (Android, iOS, and Web)Priyanka Tyagi
Learn how to get started with building cross-platform mobile apps using Flutter framework. Checkout the YouTube video: https://youtu.be/NRoZUVrbwPM
Flutter is a new mobile app development framework created by Google that allows building high-performance, native apps for iOS and Android from a single codebase. It uses Dart as its programming language. Flutter compiles code to native ARM machine code rather than interpreting it, allowing apps built with Flutter to perform similarly to those built natively with Swift or Java. Flutter provides widgets that are analogous to HTML/CSS elements, allowing developers to build custom user interfaces easily. Flutter also supports features like hot reload, which instantly pushes code and UI changes to the emulator or device.
This document introduces Flutter, an open-source mobile application development framework created by Google. It discusses why hybrid mobile apps are useful, and how Flutter addresses this through its ability to write once and deploy to both Android and iOS. Key features of Flutter that are highlighted include it being owned by Google, using the Dart programming language, and its widget-based architecture. The document then provides an overview of various Flutter development topics such as code editors, state management, animations, plugins, and profiling.
FlutterEgypt is a community group focused on helping Arab and Egyptian developers learn about Google Flutter, a framework for building mobile apps using a single codebase for both Android and iOS. The group holds meetups and collaborates with Google Developers to teach about Flutter. The founder, Ahmed Abu Eldahab, is a mobile developer with over 15 years of experience who started the group to promote Flutter in the region.
Flutter is an open-source SDK for building high-performance, cross-platform apps from a single codebase. It allows developers to build mobile apps for iOS and Android from Dart code. The document discusses what Flutter and Dart are, commonly used widgets in Flutter like MaterialApp and basic widgets, advanced widgets like Silver and gestures. It also compares React Native to Flutter and discusses non-visual features, web support, companies using Flutter and the future scope for Flutter developers.
Flutter is Google's cross-platform mobile development framework that allows building native Android and iOS apps from a single codebase using the Dart programming language. It uses widgets to build apps with rich animations and designs, and provides plugins to access native platform features through platform channels. Flutter is well-suited for apps targeting both platforms with complex UI, though it has limitations around app size and 3D support.
This is PPT for Info session regarding Flutter Festival.
It is is a follow along PPT for Flutter Festival Bhopal. Conducted and organized by GDSC UIT RGPV and Flutter Bhopal 2022
Flutter is an open-source mobile app SDK developed by Google that allows building high-performance apps for iOS and Android from a single codebase. It uses Dart as its programming language, has beautiful Material and Cupertino widgets, supports hot reload for fast development, and compiles to native ARM code for high performance across both platforms. Flutter apps are fully reactive and use widgets to define all visual elements, making for a simple and consistent development experience.
Android Study Jams are community-organized study groups
for people to do hands-on learning for Android app development.
Android Basics is a series of sessions focused specifically on learning how to build Android apps without prior Android experience.
Flutter allows building beautiful native apps for iOS and Android from a single codebase. It uses Skia for rendering and widgets as basic building blocks. Dart is the programming language used, which is easy to learn and supports JIT and AOT compilation. Everything in Flutter is represented as a widget, from structural elements to layout properties. Widgets are composed together rather than using inheritance. Stateful widgets create State objects that can rebuild when the state changes. Flutter focuses on composition over inheritance and uses widgets as the fundamental building blocks.
This document introduces Flutter, a UI toolkit from Google that allows building mobile, web, and desktop applications from a single codebase. It is presented by Akassharjun Shanmugarajah, an Android and Flutter enthusiast. Key features of Flutter highlighted are fast development, expressive and flexible UI, native performance, and using a single codebase. Common widgets like Container, Column, Row, Text, Align, List View, Raised Button and Floating Action Button are also mentioned.
Flutter is an open-source SDK developed by Google that allows building high-performance mobile apps for both Android and iOS from a single codebase. It uses its own rendering engine instead of webviews or native widgets, and has a thin C/C++ layer with most code implemented in Dart. Flutter supports hot reload which allows code changes to take effect instantly without losing app state. It is optimized for building 2D apps and supports features like camera, geolocation, and third-party SDKs.
Cross-platform Mobile Development on Open SourceAll Things Open
This document provides an overview of cross-platform mobile development using open source tools. It discusses hybrid mobile frameworks like Apache Cordova that allow building mobile apps with web technologies that are deployed to native app stores. While early hybrid apps had performance issues, newer frameworks discussed like React Native and NativeScript claim to generate truly native apps with high code reuse across platforms using JavaScript. The document also covers adjacent native frameworks like Xamarin that compile to native apps from C# instead of web technologies. Overall it introduces a variety of open source options for cross-platform mobile development.
The Mobile Web Revealed For The Java Developerbalunasj
This document summarizes a presentation about developing for the mobile web using Java technologies. It discusses native mobile apps, mobile web apps, and hybrid apps. It recommends using a framework like JSF 2 and RichFaces which provides standard-based mobile support today and advanced features in development, allowing the use of as much or as little of the Java EE stack as needed. It also discusses HTML5, CSS3, device detection, and orientation support to optimize mobile web experiences.
Lets Flutter - Talk on flutter in Google IO Extended in Google Developer Group Mumbai.
This has a detailed view of flutter and comparison of React native vs Flutter vs Native app development
Angular: Go Mobile!
How could you develop a mobile app across iOS, Android or windows devices? We’ll show how Apache Cordova opens the world of mobile app development to web developers. In the session, a “To Do” app using Angular will be explored and then it will be demonstrated step by step on how to turn it into a mobile app, with access to native device capabilities. Along the way, you'll also learn what kind of apps are best-suited for the hybrid architecture and when to make the switch from web app to mobile app.
This ppt is of flutter explained by gravin of avantika university for gdg students of ujjain engineering college. If explains all the basic concepts of flutter
Build beautiful native apps in record time with flutterRobertLe30
The document discusses Flutter, an open-source SDK developed by Google that allows building high-quality, high-performance mobile apps for both Android and iOS from a single codebase. Flutter uses its own widget system to provide pre-built, customizable UI components and handles rendering more efficiently than traditional frameworks. It also offers productive developer tools like hot reload for quick iteration and the Dart programming language for a sound development experience. The document argues Flutter can help reduce development costs while building native-quality apps for both platforms.
How can you create games and how can you do it with Flutter, and what are the available Flutter games engines, a session delivered in the Global Game Jam at ITI
This document discusses mobile web apps and the Intel XDK development tools. It provides an overview of the Intel XDK, which allows developers to create hybrid mobile apps using HTML5 that can be deployed to various platforms. The Intel XDK includes features like emulation, debugging tools, and APIs to access device capabilities. It also discusses using Cordova plugins and Crosswalk to bring newer web standards and features to older Android devices.
This document discusses cross-development for mobile platforms using PhoneGap. PhoneGap allows developers to write apps using HTML, CSS, and JavaScript, then cross-compile them to run as native apps on iOS, Android, BlackBerry and other platforms. It reviews best practices for mobile design, and demonstrates how to install PhoneGap, compile an app, and deploy it to an Android device or emulator. Common PhoneGap APIs allow access to device capabilities like the accelerometer, camera, contacts and more from a cross-platform codebase.
- Cordova allows developers to build mobile apps using HTML, CSS and JavaScript that can be deployed across platforms like iOS, Android, Windows Phone etc.
- It works by wrapping web content in a native container, allowing access to native device capabilities through JavaScript APIs.
- Developers can write code once and deploy it to multiple app stores, avoiding the need to learn different languages for each platform.
HTML5 is the Future of Mobile, PhoneGap Takes You There Todaydavyjones
PhoneGap allows developers to build mobile apps using HTML, CSS and JavaScript instead of relying on platform-specific languages like Objective-C or Java. The document discusses PhoneGap's capabilities and advantages, including writing apps once that run on multiple platforms, using web technologies that are widely known by developers, and leveraging growing browser capabilities on mobile through HTML5. It also outlines PhoneGap's APIs, tools, libraries, and community to help developers get started building cross-platform mobile apps.
Flutter is a mobile app SDK that allows developers to build high-quality native apps for iOS and Android from a single codebase. It uses its own rendering engine instead of a webview, providing fast performance. Flutter apps are written in Dart, a language designed for mobile development that compiles to efficient ARM code. This allows developers to build beautiful, high-performance apps across platforms more easily and with a shorter development cycle compared to traditional native development. Many companies like Google now use Flutter internally to build their mobile apps.
Flutter is a mobile app SDK developed by Google that allows building high-performance apps for both iOS and Android from a single codebase. It uses the Dart programming language and allows for fast development, an expressive and flexible UI, and native performance. Flutter supports most IDEs and code editors and runs on most platforms. Dart is used to create mission-critical apps for mobile, web, and server environments. Resources for learning Flutter and Dart include codelabs, tutorials, and courses.
This document discusses cross-platform development using HTML, CSS, and JavaScript. It covers JavaScript engines, the differences between JavaScript and Node.js, and frameworks like Electron, PhoneGap/Cordova, and Ionic that allow building cross-platform desktop and mobile applications with web technologies. It also provides an overview of creating a basic Cordova application, installing required tools, adding platforms, and deploying to devices.
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!
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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 .
TestMigrationsInPy: A Dataset of Test Migrations from Unittest to Pytest (MSR...Andre Hora
Unittest and pytest are the most popular testing frameworks in Python. Overall, pytest provides some advantages, including simpler assertion, reuse of fixtures, and interoperability. Due to such benefits, multiple projects in the Python ecosystem have migrated from unittest to pytest. To facilitate the migration, pytest can also run unittest tests, thus, the migration can happen gradually over time. However, the migration can be timeconsuming and take a long time to conclude. In this context, projects would benefit from automated solutions to support the migration process. In this paper, we propose TestMigrationsInPy, a dataset of test migrations from unittest to pytest. TestMigrationsInPy contains 923 real-world migrations performed by developers. Future research proposing novel solutions to migrate frameworks in Python can rely on TestMigrationsInPy as a ground truth. Moreover, as TestMigrationsInPy includes information about the migration type (e.g., changes in assertions or fixtures), our dataset enables novel solutions to be verified effectively, for instance, from simpler assertion migrations to more complex fixture migrations. TestMigrationsInPy is publicly available at: https://github.com/altinoalvesjunior/TestMigrationsInPy.
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Adobe Master Collection CC (Creative Cloud) is a comprehensive subscription-based package that bundles virtually all of Adobe's creative software applications. It provides access to a wide range of tools for graphic design, video editing, web development, photography, and more. Essentially, it's a one-stop-shop for creatives needing a broad set of professional tools.
Key Features and Benefits:
All-in-one access:
The Master Collection includes apps like Photoshop, Illustrator, InDesign, Premiere Pro, After Effects, Audition, and many others.
Subscription-based:
You pay a recurring fee for access to the latest versions of all the software, including new features and updates.
Comprehensive suite:
It offers tools for a wide variety of creative tasks, from photo editing and illustration to video editing and web development.
Cloud integration:
Creative Cloud provides cloud storage, asset sharing, and collaboration features.
Comparison to CS6:
While Adobe Creative Suite 6 (CS6) was a one-time purchase version of the software, Adobe Creative Cloud (CC) is a subscription service. CC offers access to the latest versions, regular updates, and cloud integration, while CS6 is no longer updated.
Examples of included software:
Adobe Photoshop: For image editing and manipulation.
Adobe Illustrator: For vector graphics and illustration.
Adobe InDesign: For page layout and desktop publishing.
Adobe Premiere Pro: For video editing and post-production.
Adobe After Effects: For visual effects and motion graphics.
Adobe Audition: For audio editing and mixing.
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PDF Reader Pro is a software application, often referred to as an AI-powered PDF editor and converter, designed for viewing, editing, annotating, and managing PDF files. It supports various PDF functionalities like merging, splitting, converting, and protecting PDFs. Additionally, it can handle tasks such as creating fillable forms, adding digital signatures, and performing optical character recognition (OCR).
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https://dr-up-community.info/
"YouTube by Click" likely refers to the ByClick Downloader software, a video downloading and conversion tool, specifically designed to download content from YouTube and other video platforms. It allows users to download YouTube videos for offline viewing and to convert them to different formats.
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.
https://arxiv.org/abs/2501.16495
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
Landscape of Requirements Engineering for/by AI through Literature ReviewHironori Washizaki
Hironori Washizaki, "Landscape of Requirements Engineering for/by AI through Literature Review," RAISE 2025: Workshop on Requirements engineering for AI-powered SoftwarE, 2025.
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
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Avast Premium Security is a paid subscription service that provides comprehensive online security and privacy protection for multiple devices. It includes features like antivirus, firewall, ransomware protection, and website scanning, all designed to safeguard against a wide range of online threats, according to Avast.
Key features of Avast Premium Security:
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Firewall: Controls network traffic and blocks unauthorized access to your devices, as noted by All About Cookies.
Ransomware protection: Helps prevent ransomware attacks, which can encrypt your files and hold them hostage.
Website scanning: Checks websites for malicious content before you visit them, according to Avast.
Email Guardian: Scans your emails for suspicious attachments and phishing attempts.
Multi-device protection: Covers up to 10 devices, including Windows, Mac, Android, and iOS, as stated by 2GO Software.
Privacy features: Helps protect your personal data and online privacy.
In essence, Avast Premium Security provides a robust suite of tools to keep your devices and online activity safe and secure, according to Avast.
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.
Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev
If we were building a GenAI stack today, we'd start with one question: Can your retrieval system handle multi-hop logic?
Trick question, b/c most can’t. They treat retrieval as nearest-neighbor search.
Today, we discussed scaling #GraphRAG at AWS DevOps Day, and the takeaway is clear: VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval.
GraphRAG builds a knowledge graph from source documents, allowing for a deeper understanding of the data + higher accuracy.
Adobe Lightroom Classic Crack FREE Latest link 2025kashifyounis067
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Adobe Lightroom Classic is a desktop-based software application for editing and managing digital photos. It focuses on providing users with a powerful and comprehensive set of tools for organizing, editing, and processing their images on their computer. Unlike the newer Lightroom, which is cloud-based, Lightroom Classic stores photos locally on your computer and offers a more traditional workflow for professional photographers.
Here's a more detailed breakdown:
Key Features and Functions:
Organization:
Lightroom Classic provides robust tools for organizing your photos, including creating collections, using keywords, flags, and color labels.
Editing:
It offers a wide range of editing tools for making adjustments to color, tone, and more.
Processing:
Lightroom Classic can process RAW files, allowing for significant adjustments and fine-tuning of images.
Desktop-Focused:
The application is designed to be used on a computer, with the original photos stored locally on the hard drive.
Non-Destructive Editing:
Edits are applied to the original photos in a non-destructive way, meaning the original files remain untouched.
Key Differences from Lightroom (Cloud-Based):
Storage Location:
Lightroom Classic stores photos locally on your computer, while Lightroom stores them in the cloud.
Workflow:
Lightroom Classic is designed for a desktop workflow, while Lightroom is designed for a cloud-based workflow.
Connectivity:
Lightroom Classic can be used offline, while Lightroom requires an internet connection to sync and access photos.
Organization:
Lightroom Classic offers more advanced organization features like Collections and Keywords.
Who is it for?
Professional Photographers:
PCMag notes that Lightroom Classic is a popular choice among professional photographers who need the flexibility and control of a desktop-based application.
Users with Large Collections:
Those with extensive photo collections may prefer Lightroom Classic's local storage and robust organization features.
Users who prefer a traditional workflow:
Users who prefer a more traditional desktop workflow, with their original photos stored on their computer, will find Lightroom Classic a good fit.
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
Meet the Agents: How AI Is Learning to Think, Plan, and CollaborateMaxim Salnikov
Imagine if apps could think, plan, and team up like humans. Welcome to the world of AI agents and agentic user interfaces (UI)! In this session, we'll explore how AI agents make decisions, collaborate with each other, and create more natural and powerful experiences for users.
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• Object Oriented
• Statically Typed
• C-Style Syntax
• Multiple Runtime Environments
• Transpiled into JS to run in the browser
• Runs in the ‘Dart VM’ when executed from a
command line
• Compiled to machine code to run on mobile
devices
• Strong Standard Library
What is Dart
void main() {
print('Hello World!');
}
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• Cross-platform UI SDK
• Native apps for mobile, web and desktop
• Native Performance
• Compiled to native machine code
• 120 FPS animations
• Powerful UI widgets
• Material Design (Android Style)
• Cupertino Widgets (iOS Style)
What is Flutter
import 'package:flutter/material.dart’;
void main() => runApp(HelloWorldApp());
class HelloWorldApp extends StatelessWidget {
@override
Widget build(BuildContext context) {
return MaterialApp(
title: 'Hello World App’,
home: Scaffold(
appBar: AppBar(
title: Text('Hello World App’),
),
body: Center(
child: Text('Hello World’),
),
),
);
}
}
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MacOS
• Download and setup SDK
• Install XCode and setup the iOS Simulator
• Install Android Studio and SDKs
• Setup an editor:
• VSCode with Flutter and Dart Plugins
• Android Studio/IntelliJ with Flutter and Dart
Plugins
Setup
Setup Instructions at: flutter.dev
Windows/Linux
• Download and setup SDK
• Install Android Studio and SDKs
• Setup an editor:
• VSCode with Flutter and Dart Plugins
• Android Studio/IntelliJ with Flutter and Dart
Plugins
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• Build and compose widgets that control UI elements on the screen
• Flutter has a lot of default widgets – Text, Column, Container, Appbar, and many more
• https://flutter.dev/docs/development/ui/widgets
• Widgets are similar to Components in React
• Stateless Widgets ~ Function Components
• Stateful Widgets ~ Class Components
Flutter Fundamentals
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Flutter
• Created by Google
• Smaller enthusiastic
community support
• Great Documentation
• Easiest to get started
• Open source
Background and Community
React Native
• Created by Facebook
• Huge community support
• Documentation average at
best
• Fairly easy to get started
• Open source
Native
• Platform specific
• Huge but scattered
community support
• Proprietary
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• Flutter web and desktop support in active development
• Flutter apps open you up to Fuschia OS
• Fuschia could be Android’s replacement in the future
• Flutter apps are Fuschia-ready
• Major support from Google behind it
• Dart 2.6 just released with support for compiled self-contained native executables
Future