Angular Performance: Then, Now and the Future. Todd MottoFuture Insights
This document summarizes AngularJS performance features discussed by Todd Motto, a Google Developer Expert and lead engineer at Mozio. The summary includes:
1. Angular 1.2 to 1.3 brought major performance improvements like IE8 support being dropped, DOM manipulation being 4.3 times faster, and the $digest loop being 3.5 times faster.
2. New features in 1.3 like one-time bindings, ngModelOptions, and bindToController help optimize performance.
3. Todd Motto discusses techniques for improving Angular performance like minimizing $watches, using $applyAsync with $http, disabling debug info, and avoiding expensive DOM filters.
4. The
This document discusses AngularJS performance and limits. It begins by covering view watches and data bindings, noting that having too many can lag the UI. It recommends using single bindings where possible. It also discusses only displaying visible elements, avoiding polluting scopes, and being aware of the performance of directives and external components. The document notes some technical limits of AngularJS with large dynamic data sets, and that for real-time apps with frequent data changes, a lightweight framework may be preferable. It emphasizes thinking about performance during development and not assuming frameworks are inherently fast. In summary, the document provides tips on optimizing AngularJS performance by reducing watches, only updating visible elements, and avoiding scope pollution.
Building scalable applications with angular jsAndrew Alpert
This document discusses best practices for organizing AngularJS applications. It recommends organizing files by feature rather than type, with each feature having related HTML, CSS, tests, etc. It also recommends structuring modules to mirror the URL structure and listing submodules as dependencies. The document discusses using services for reusable logic rather than large controllers. It emphasizes writing tests, managing technical debt, following code style guides, and using task runners like Grunt or Gulp to automate tasks.
AngularJS uses a compile function to parse HTML into DOM elements and compile directives. The compile function sorts directives by priority and executes their compile and link functions to connect the scope to the DOM. It recursively compiles child elements. This allows directives to manipulate DOM elements and register behavior.
Good karma: UX Patterns and Unit Testing in Angular with KarmaExoLeaders.com
The document discusses unit testing in Angular with Karma. It provides examples of UX patterns in Angular like binding elements to variables, lists, and click handlers. It also covers what controllers and scopes are and examples of testing components in Angular like services, factories, and UI elements. Hands-on examples are provided for setting up a test environment and writing tests.
Top 10 Mistakes AngularJS Developers MakeMark Meyer
This document outlines 10 common mistakes that AngularJS developers make, including: not using dependency injection properly, allowing controllers to become bloated, not properly scoping $scopes, and not handling memory leaks. It also provides best practices for directory structure, using modules, testing, and recommendations for further reading on Angular style guides and the changes coming in Angular 2.0.
Presented at SCREENS 2013 in Toronto with Nick Van Weerdenburg
Save 10% off ANY FITC event with discount code 'slideshare'
See our upcoming events at www.fitc.ca
AngularJS is a hot, hot, hot topic. Building web and mobile apps in AngularJS is an ease but there is a learning curve. In this session, you’ll learn the ins and outs of AngularJS and leave the session knowing how to build killer AngularJS apps.
Some common AngularJS anti-patterns include:
- Using jQuery to manipulate the DOM instead of directives
- Checking $scope.$$phase instead of moving $apply calls appropriately
- Not making ng-model bindings objects which can break child scopes
- Creating bloated controllers that do too much like DOM manipulation instead of focusing on data
- Not programming in an "Angular way" by manipulating views instead of models
- Failing to encapsulate third party libraries in Angular services
This document provides a summary of the AngularJS framework. It discusses the following key points in 3 sentences:
1. AngularJS aims to make HTML better suited for building applications by teaching the browser new syntax like directives. This allows more of the application logic to be handled in the declarative HTML instead of JavaScript code.
2. Angular follows an MVC pattern where the controller contains the business logic and data, the view displays the data through bindings, and the scope acts as a synchronization mechanism between the model and view.
3. Features like data binding, directives, dependency injection and routing allow building dynamic and interactive single-page applications by synchronizing the model and view through declarative templates and separating concerns
AngularJS is a JavaScript MVC framework developed by Google in 2009. It uses HTML enhanced with directives to bind data to the view via two-way data binding. AngularJS controllers define application behavior by mapping user actions to the model. Core features include directives, filters, expressions, dependency injection and scopes that connect controllers and views. Services like $http are used to retrieve server data. AngularJS makes building single page applications easier by taking care of DOM updates automatically.
An introduction to the complex single page web application framework known as AngularJs. An attempt to overview the high-level aspects of the framework, and to supply references for further exploration.
This document discusses using Angular and Three.js together for 3D modeling and visualization. It covers:
1. Different versions of a 3D viewer app including using controllers as view models and prototypal components.
2. Benefits of separating Three.js code from Angular UI code for reusability and productivity.
3. Details of the viewer app architecture including services, directives, controllers and factories for loading models and handling user interactions.
AngularJS with TypeScript and Windows Azure Mobile ServicesRainer Stropek
In the coming two weeks I will do a series of talks at various conferences in Austria and Germany. I will speak about AngularJS, TypeScript, and Windows Azure Mobile Services. In this blog post I publish the slides and the sample code.
The document discusses how web pages are created using HTML, CSS, and JavaScript. It explains the Document Object Model (DOM) and how JavaScript can manipulate the DOM. It then provides an overview of AngularJS including what it is, how it works, and some key concepts like directives, dependency injection, services, and data binding.
The document discusses AngularJS and provides an introduction and overview. It describes AngularJS as an open source JavaScript framework developed by Google that uses MVC architecture and data binding. It discusses key AngularJS concepts like directives, scopes, controllers and views. It also covers communicating with servers using $http and $resource, and provides an example of writing a custom directive.
This document discusses AngularJS directives and scopes. It provides examples of:
- Defining directives with isolate scopes that bind to parent scope properties using '@' for interpolation, '=' for two-way binding, and '&' for function execution.
- How child/isolate scopes inherit from parent scopes but can overwrite properties, while objects and arrays are shared by reference between parent and child.
- Using $parent to reference properties on the parent scope from within an isolate/child scope.
- The compilation process where directives are sorted and linked.
So in summary, it covers the key concepts of isolate scopes, prototypal inheritance and how directives are compiled in AngularJS.
This document provides information about animations in AngularJS using the ngAnimate module. It lists directives that support animations like ngRepeat, ngView, etc. It describes how to define CSS styles for animations and the different animation events like enter, leave, etc. It also provides an example of a custom animation using the $animate service and defining an animation method.
The document outlines best practices for building applications with AngularJS. It discusses the differences between single page apps built with AngularJS and traditional apps, recommending approaches like following AngularJS style guides. The document also summarizes upcoming features for AngularJS 2.0 like improved directives and server-side rendering. Resources are provided for tools like Grunt, Bower, and techniques like search engine optimization for single page apps.
This document provides instructions for setting up a basic React.js application on a server. It details downloading the React and JSX files using wget, creating a js directory to store them, and writing an index.html file that includes the scripts and renders a simple <HelloWorld> component inside a <div> element. The <HelloWorld> component returns JSX to display an <h1> heading saying "Hello, world!".
The document discusses Angular directives. It defines directives as logic and behavior for the UI that can handle tasks like event handling, template insertion, and data binding. Directives are not where jQuery code goes. The key principles of directives are that they are declarative and model-driven, modular and reusable across contexts by keeping their logic local. The document provides examples of creating a basic directive using a configuration object with a link function, and covers topics like naming conventions, templates, and the restrict and replace properties.
AngularJS performance & production tipsNir Kaufman
This is the companion slides for the AngularJS-IL meetup 9 talk - that took place on January 13 2015 @ Google campus TLV.
Grab the code here: https://github.com/nirkaufman/angularjs-performance-tips
AngularJS is one of today's hottest JavaScript MVC Frameworks. In this session, we'll explore many concepts it brings to the world of client-side development: dependency injection, directives, filters, routing and two-way data binding. We'll also look at its recommended testing tools and build systems. Finally, you'll learn about my experience developing several real-world applications using AngularJS, HTML5 and Bootstrap.
This document discusses techniques for optimizing AngularJS performance. It begins by explaining how to measure performance using Chrome Dev Tools, Batarang, and console.time. It then discusses minimizing watchers, binding once, using filters and caching, optimizing ng-repeat, ng-model, ng-if vs ng-show, and $$apply vs $$digest. The document provides examples and references for further reading on each topic. It concludes by assigning a homework task to intentionally degrade an application's performance and then optimize it using the techniques described.
This document provides a summary of the AngularJS framework. It discusses the following key points in 3 sentences:
1. AngularJS aims to make HTML better suited for building applications by teaching the browser new syntax like directives. This allows more of the application logic to be handled in the declarative HTML instead of JavaScript code.
2. Angular follows an MVC pattern where the controller contains the business logic and data, the view displays the data through bindings, and the scope acts as a synchronization mechanism between the model and view.
3. Features like data binding, directives, dependency injection and routing allow building dynamic and interactive single-page applications by synchronizing the model and view through declarative templates and separating concerns
AngularJS is a JavaScript MVC framework developed by Google in 2009. It uses HTML enhanced with directives to bind data to the view via two-way data binding. AngularJS controllers define application behavior by mapping user actions to the model. Core features include directives, filters, expressions, dependency injection and scopes that connect controllers and views. Services like $http are used to retrieve server data. AngularJS makes building single page applications easier by taking care of DOM updates automatically.
An introduction to the complex single page web application framework known as AngularJs. An attempt to overview the high-level aspects of the framework, and to supply references for further exploration.
This document discusses using Angular and Three.js together for 3D modeling and visualization. It covers:
1. Different versions of a 3D viewer app including using controllers as view models and prototypal components.
2. Benefits of separating Three.js code from Angular UI code for reusability and productivity.
3. Details of the viewer app architecture including services, directives, controllers and factories for loading models and handling user interactions.
AngularJS with TypeScript and Windows Azure Mobile ServicesRainer Stropek
In the coming two weeks I will do a series of talks at various conferences in Austria and Germany. I will speak about AngularJS, TypeScript, and Windows Azure Mobile Services. In this blog post I publish the slides and the sample code.
The document discusses how web pages are created using HTML, CSS, and JavaScript. It explains the Document Object Model (DOM) and how JavaScript can manipulate the DOM. It then provides an overview of AngularJS including what it is, how it works, and some key concepts like directives, dependency injection, services, and data binding.
The document discusses AngularJS and provides an introduction and overview. It describes AngularJS as an open source JavaScript framework developed by Google that uses MVC architecture and data binding. It discusses key AngularJS concepts like directives, scopes, controllers and views. It also covers communicating with servers using $http and $resource, and provides an example of writing a custom directive.
This document discusses AngularJS directives and scopes. It provides examples of:
- Defining directives with isolate scopes that bind to parent scope properties using '@' for interpolation, '=' for two-way binding, and '&' for function execution.
- How child/isolate scopes inherit from parent scopes but can overwrite properties, while objects and arrays are shared by reference between parent and child.
- Using $parent to reference properties on the parent scope from within an isolate/child scope.
- The compilation process where directives are sorted and linked.
So in summary, it covers the key concepts of isolate scopes, prototypal inheritance and how directives are compiled in AngularJS.
This document provides information about animations in AngularJS using the ngAnimate module. It lists directives that support animations like ngRepeat, ngView, etc. It describes how to define CSS styles for animations and the different animation events like enter, leave, etc. It also provides an example of a custom animation using the $animate service and defining an animation method.
The document outlines best practices for building applications with AngularJS. It discusses the differences between single page apps built with AngularJS and traditional apps, recommending approaches like following AngularJS style guides. The document also summarizes upcoming features for AngularJS 2.0 like improved directives and server-side rendering. Resources are provided for tools like Grunt, Bower, and techniques like search engine optimization for single page apps.
This document provides instructions for setting up a basic React.js application on a server. It details downloading the React and JSX files using wget, creating a js directory to store them, and writing an index.html file that includes the scripts and renders a simple <HelloWorld> component inside a <div> element. The <HelloWorld> component returns JSX to display an <h1> heading saying "Hello, world!".
The document discusses Angular directives. It defines directives as logic and behavior for the UI that can handle tasks like event handling, template insertion, and data binding. Directives are not where jQuery code goes. The key principles of directives are that they are declarative and model-driven, modular and reusable across contexts by keeping their logic local. The document provides examples of creating a basic directive using a configuration object with a link function, and covers topics like naming conventions, templates, and the restrict and replace properties.
AngularJS performance & production tipsNir Kaufman
This is the companion slides for the AngularJS-IL meetup 9 talk - that took place on January 13 2015 @ Google campus TLV.
Grab the code here: https://github.com/nirkaufman/angularjs-performance-tips
AngularJS is one of today's hottest JavaScript MVC Frameworks. In this session, we'll explore many concepts it brings to the world of client-side development: dependency injection, directives, filters, routing and two-way data binding. We'll also look at its recommended testing tools and build systems. Finally, you'll learn about my experience developing several real-world applications using AngularJS, HTML5 and Bootstrap.
This document discusses techniques for optimizing AngularJS performance. It begins by explaining how to measure performance using Chrome Dev Tools, Batarang, and console.time. It then discusses minimizing watchers, binding once, using filters and caching, optimizing ng-repeat, ng-model, ng-if vs ng-show, and $$apply vs $$digest. The document provides examples and references for further reading on each topic. It concludes by assigning a homework task to intentionally degrade an application's performance and then optimize it using the techniques described.
What is AngularJS
AngularJS main components
View / Controller / Module / Scope
Scope Inheritance.
Two way data binding
$watch / $digest / $apply
Dirty Checking
DI - Dependence Injection
$provider vs $factory vs $service
angularjsmeetup-150303044616-conversion-gate01Teo E
AngularJS performance degrades as the number of watches increases. The document discusses several techniques to optimize AngularJS performance by reducing watches, such as one-way binding, manually triggering filters in controllers instead of templates, lazy loading data with infinite scroll, and removing watches on hidden elements. It also recommends limiting DOM manipulation and using built-in tools like ng-if, ng-repeat's track by, and limitTo to avoid unnecessary watches and digest cycles.
AngularJS performance degrades as the number of watches increases. This document outlines several techniques to optimize AngularJS performance by limiting watches, such as one-way binding, manually triggering filters in controllers instead of templates, lazy loading lists with ng-if instead of ng-show, and removing watches when elements are destroyed. It also discusses measuring performance through tools like Batarang and analyzing the digest cycle duration.
AngularJS scopes provide an execution context for expressions and allow for communication between controllers and views. Scopes are arranged hierarchically and mimic the DOM structure, with child scopes prototypically inheriting from parent scopes. Directives like ng-repeat and ng-controller create new child scopes, while others like ng-include use the parent scope. Scopes are created, register watchers, observe mutations during digest cycles, and are destroyed when no longer needed to clean up memory.
AngularJS Introduction (Talk given on Aug 5 2013)Abhishek Anand
This document provides an introduction and overview of AngularJS, including:
- The main components of Angular apps like modules, models, controllers, templates, directives, services, filters and routes.
- How Angular handles data binding, dependency injection and promises.
- Testing Angular apps with tools like Karma, Jasmine and Batarang.
- Best practices for Angular development and organizing code.
$scope - plays a crucial role in gluing the controllers, data & views in AngularJS. Apart from root scope that created by default with ng-app, various child scopes can be created.
Let's see in detail the crucial methods that scope play with.
Everything You Need To Know About AngularJSSina Mirhejazi
This is a basic information about AngularJS and what it is.
I made this for a workshop in my company, so needs more talking, but I think it's good to look at.
This document provides guidance on structuring real Angular app architecture to keep it simple but powerful. It discusses using modules to bundle controllers, directives, services, etc. It emphasizes making slim controllers and putting business logic in services. Services should not manipulate DOM. Directives are for repeated UI functionality and can manipulate DOM. Templates are used to generate DOM elements. The document provides an example app architecture with common modules and components like services for $http requests, offline syncing, state management, loading indicators, and notifications. Controllers publish instances to templates that bind to the DOM.
AngularJS 1.3 is by far the best version of Angular available today. It was just released a few weeks ago. It's chock full of bug fixes, feature enhancements and performance improvements.
YouTube link: - https://youtu.be/bghVyCbxj6g
A full weekend of hands-on instruction from a senior software engineer. Over 6 past classes instructed!
AngularJS is a modern Javascript MVC application framework which provides features such as dependency injection, unit-testable components, templates, view routing, easy access to REST-based resources, and much more. This weekend workshop focuses on teaching you the fundamentals and the advanced application of AngularJS. All weekend you will dig into AngularJS hands-on and work through labs and exercises designed to give you a full understanding of AngularJS.
Angular workshop - Full Development GuideNitin Giri
AngularJS provides powerful tools for building single page applications, including data binding, scopes, controllers, directives, filters and forms validation. It follows an MVC pattern with two-way data binding between models and views. Key features include directives for creating custom HTML elements, filters for formatting data and built-in validation for forms. AngularJS aims to improve frontend development by reducing code and server interactions.
This document provides answers to 15 questions from a final exam on Angular. The questions cover topics like the defer attribute, comparison operators, variable scoping, strict mode, the DOM, adding events, event bubbling, timeouts vs intervals, JSON parsing, AJAX calls, coding style guidelines, and more. For each question, a concise answer is provided explaining the key concept or resolving the example code provided.
This document provides 10 tips for improving JavaScript performance:
1. Define local variables instead of global variables to improve lookup speed.
2. Use closures sparingly since functions are objects that hurt performance.
3. Caching object properties and array items in variables improves performance over repeated lookups.
4. Avoid function-based iteration like forEach which creates a function per item.
Data binding in AngularJS, from model to viewThomas Roch
A short presentation about angular data binding, from model to view. A quick view of precesses involved and their limitations.
See https://github.com/troch/angular-data-binding for more information.
Zerobug Academy Provides best AngularJS Training in Chennai at reasonable cost and best placement support. The AngularJS training sessions are handled by top IT experts in Chennai who are capable of teaching concepts with real time examples.
Introduction to Angular JS by SolTech's Technical Architect, Carlos Muentes.
To learn more about SolTech's custom software and recruiting solution services, visit http://www.soltech.net.
Generative Artificial Intelligence and its ApplicationsSandeepKS52
The exploration of generative AI begins with an overview of its fundamental concepts, highlighting how these technologies create new content and ideas by learning from existing data. Following this, the focus shifts to the processes involved in training and fine-tuning models, which are essential for enhancing their performance and ensuring they meet specific needs. Finally, the importance of responsible AI practices is emphasized, addressing ethical considerations and the impact of AI on society, which are crucial for developing systems that are not only effective but also beneficial and fair.
FME for Climate Data: Turning Big Data into Actionable InsightsSafe Software
Regional and local governments aim to provide essential services for stormwater management systems. However, rapid urbanization and the increasing impacts of climate change are putting growing pressure on these governments to identify stormwater needs and develop effective plans. To address these challenges, GHD developed an FME solution to process over 20 years of rainfall data from rain gauges and USGS radar datasets. This solution extracts, organizes, and analyzes Next Generation Weather Radar (NEXRAD) big data, validates it with other data sources, and produces Intensity Duration Frequency (IDF) curves and future climate projections tailored to local needs. This presentation will showcase how FME can be leveraged to manage big data and prioritize infrastructure investments.
From Chaos to Clarity - Designing (AI-Ready) APIs with APIOps CyclesMarjukka Niinioja
Teams delivering API are challenges with:
- Connecting APIs to business strategy
- Measuring API success (audit & lifecycle metrics)
- Partner/Ecosystem onboarding
- Consistent documentation, security, and publishing
🧠 The big takeaway?
Many teams can build APIs. But few connect them to value, visibility, and long-term improvement.
That’s why the APIOps Cycles method helps teams:
📍 Start where the pain is (one “metro station” at a time)
📈 Scale success across strategy, platform, and operations
🛠 Use collaborative canvases to get buy-in and visibility
Want to try it and learn more?
- Follow APIOps Cycles in LinkedIn
- Visit the www.apiopscycles.com site
- Subscribe to email list
-
Revolutionize Your Insurance Workflow with Claims Management SoftwareInsurance Tech Services
Claims management software enhances efficiency, accuracy, and satisfaction by automating processes, reducing errors, and speeding up transparent claims handling—building trust and cutting costs. Explore More - https://www.damcogroup.com/insurance/claims-management-software
Design by Contract - Building Robust Software with Contract-First DevelopmentPar-Tec S.p.A.
In the fast-paced world of software development, code quality and reliability are paramount. This SlideShare deck, presented at PyCon Italia 2025 by Antonio Spadaro, DevOps Engineer at Par-Tec, introduces the “Design by Contract” (DbC) philosophy and demonstrates how a Contract-First Development approach can elevate your projects.
Beginning with core DbC principles—preconditions, postconditions, and invariants—these slides define how formal “contracts” between classes and components lead to clearer, more maintainable code. You’ll explore:
The fundamental concepts of Design by Contract and why they matter.
How to write and enforce interface contracts to catch errors early.
Real-world examples showcasing how Contract-First Development improves error handling, documentation, and testability.
Practical Python demonstrations using libraries and tools that streamline DbC adoption in your workflow.
Micro-Metrics Every Performance Engineer Should Validate Before Sign-OffTier1 app
When it comes to performance testing, most engineers instinctively gravitate toward the big-picture indicators—response time, memory usage, throughput. But what about the smaller, more subtle indicators that quietly shape your application’s performance and stability? we explored the hidden layer of performance diagnostics that too often gets overlooked: micro-metrics. These small but mighty data points can reveal early signs of trouble long before they manifest as outages or degradation in production.
From garbage collection behavior and object creation rates to thread state transitions and blocked thread patterns, we unpacked the critical micro-metrics every performance engineer should assess before giving the green light to any release.
This session went beyond the basics, offering hands-on demonstrations and JVM-level diagnostics that help identify performance blind spots traditional tests tend to miss. We showed how early detection of these subtle anomalies can drastically reduce post-deployment issues and production firefighting.
Whether you're a performance testing veteran or new to JVM tuning, this session helped shift your validation strategies left—empowering you to detect and resolve risks earlier in the lifecycle.
Best Inbound Call Tracking Software for Small BusinessesTheTelephony
The best inbound call tracking software for small businesses offers features like call recording, real-time analytics, lead attribution, and CRM integration. It helps track marketing campaign performance, improve customer service, and manage leads efficiently. Look for solutions with user-friendly dashboards, customizable reporting, and scalable pricing plans tailored for small teams. Choosing the right tool can significantly enhance communication and boost overall business growth.
14 Years of Developing nCine - An Open Source 2D Game FrameworkAngelo Theodorou
A 14-year journey developing nCine, an open-source 2D game framework.
This talk covers its origins, the challenges of staying motivated over the long term, and the hurdles of open-sourcing a personal project while working in the game industry.
Along the way, it’s packed with juicy technical pills to whet the appetite of the most curious developers.
The Future of Open Source Reporting Best Alternatives to Jaspersoft.pdfVarsha Nayak
In recent years, organizations have increasingly sought robust open source alternative to Jasper Reports as the landscape of open-source reporting tools rapidly evolves. While Jaspersoft has been a longstanding choice for generating complex business intelligence and analytics reports, factors such as licensing changes and growing demands for flexibility have prompted many businesses to explore other options. Among the most notable alternatives to Jaspersoft, Helical Insight stands out for its powerful open-source architecture, intuitive analytics, and dynamic dashboard capabilities. Designed to be both flexible and budget-friendly, Helical Insight empowers users with advanced features—such as in-memory reporting, extensive data source integration, and customizable visualizations—making it an ideal solution for organizations seeking a modern, scalable reporting platform. This article explores the future of open-source reporting and highlights why Helical Insight and other emerging tools are redefining the standards for business intelligence solutions.
Explore the professional resume of Pramod Kumar, a skilled iOS developer with extensive experience in Swift, SwiftUI, and mobile app development. This portfolio highlights key projects, technical skills, and achievements in app design and development, showcasing expertise in creating intuitive, high-performance iOS applications. Ideal for recruiters and tech managers seeking a talented iOS engineer for their team.
Invited Talk at RAISE 2025: Requirements engineering for AI-powered SoftwarE Workshop co-located with ICSE, the IEEE/ACM International Conference on Software Engineering.
Abstract: Foundation Models (FMs) have shown remarkable capabilities in various natural language tasks. However, their ability to accurately capture stakeholder requirements remains a significant challenge for using FMs for software development. This paper introduces a novel approach that leverages an FM-powered multi-agent system called AlignMind to address this issue. By having a cognitive architecture that enhances FMs with Theory-of-Mind capabilities, our approach considers the mental states and perspectives of software makers. This allows our solution to iteratively clarify the beliefs, desires, and intentions of stakeholders, translating these into a set of refined requirements and a corresponding actionable natural language workflow in the often-overlooked requirements refinement phase of software engineering, which is crucial after initial elicitation. Through a multifaceted evaluation covering 150 diverse use cases, we demonstrate that our approach can accurately capture the intents and requirements of stakeholders, articulating them as both specifications and a step-by-step plan of action. Our findings suggest that the potential for significant improvements in the software development process justifies these investments. Our work lays the groundwork for future innovation in building intent-first development environments, where software makers can seamlessly collaborate with AIs to create software that truly meets their needs.
Bonk coin airdrop_ Everything You Need to Know.pdfHerond Labs
The Bonk airdrop, one of the largest in Solana’s history, distributed 50% of its total supply to community members, significantly boosting its popularity and Solana’s network activity. Below is everything you need to know about the Bonk coin airdrop, including its history, eligibility, how to claim tokens, risks, and current status.
https://blog.herond.org/bonk-coin-airdrop/
Eliminate the complexities of Event-Driven Architecture with Domain-Driven De...SheenBrisals
The distributed nature of modern applications and their architectures brings a great level of complexity to engineering teams. Though API contracts, asynchronous communication patterns, and event-driven architecture offer assistance, not all enterprise teams fully utilize them. While adopting cloud and modern technologies, teams are often hurried to produce outcomes without spending time in upfront thinking. This leads to building tangled applications and distributed monoliths. For those organizations, it is hard to recover from such costly mistakes.
In this talk, Sheen will explain how enterprises should decompose by starting at the organizational level, applying Domain-Driven Design, and distilling to a level where teams can operate within a boundary, ownership, and autonomy. He will provide organizational, team, and design patterns and practices to make the best use of event-driven architecture by understanding the types of events, event structure, and design choices to keep the domain model pure by guarding against corruption and complexity.
Marketo & Dynamics can be Most Excellent to Each Other – The SequelBradBedford3
So you’ve built trust in your Marketo Engage-Dynamics integration—excellent. But now what?
This sequel picks up where our last adventure left off, offering a step-by-step guide to move from stable sync to strategic power moves. We’ll share real-world project examples that empower sales and marketing to work smarter and stay aligned.
If you’re ready to go beyond the basics and do truly most excellent stuff, this session is your guide.
Agentic Techniques in Retrieval-Augmented Generation with Azure AI SearchMaxim Salnikov
Discover how Agentic Retrieval in Azure AI Search takes Retrieval-Augmented Generation (RAG) to the next level by intelligently breaking down complex queries, leveraging full conversation history, and executing parallel searches through a new LLM-powered query planner. This session introduces a cutting-edge approach that delivers significantly more accurate, relevant, and grounded answers—unlocking new capabilities for building smarter, more responsive generative AI applications.
Traditional Retrieval-Augmented Generation (RAG) pipelines work well for simple queries—but when users ask complex, multi-part questions or refer to previous conversation history, they often fall short. That’s where Agentic Retrieval comes in: a game-changing advancement in Azure AI Search that brings LLM-powered reasoning directly into the retrieval layer.
This session unveils how agentic techniques elevate your RAG-based applications by introducing intelligent query planning, subquery decomposition, parallel execution, and result merging—all orchestrated by a new Knowledge Agent. You’ll learn how this approach significantly boosts relevance, groundedness, and answer quality, especially for sophisticated enterprise use cases.
Key takeaways:
- Understand the evolution from keyword and vector search to agentic query orchestration
- See how full conversation context improves retrieval accuracy
- Explore measurable improvements in answer relevance and completeness (up to 40% gains!)
- Get hands-on guidance on integrating Agentic Retrieval with Azure AI Foundry and SDKs
- Discover how to build scalable, AI-first applications powered by this new paradigm
Whether you're building intelligent copilots, enterprise Q&A bots, or AI-driven search solutions, this session will equip you with the tools and patterns to push beyond traditional RAG.
Online Queue Management System for Public Service Offices [Focused on Municip...Rishab Acharya
This report documents the design and development of an Online Queue Management System tailored specifically for municipal offices in Nepal. Municipal offices, as critical providers of essential public services, face challenges including overcrowded queues, long waiting times, and inefficient service delivery, causing inconvenience to citizens and pressure on municipal staff. The proposed digital platform allows citizens to book queue tokens online for various physical services, facilitating efficient queue management and real-time wait time updates. Beyond queue management, the system includes modules to oversee non-physical developmental programs, such as educational and social welfare initiatives, enabling better participation and progress monitoring. Furthermore, it incorporates a module for monitoring infrastructure development projects, promoting transparency and allowing citizens to report issues and track progress. The system development follows established software engineering methodologies, including requirement analysis, UML-based system design, and iterative testing. Emphasis has been placed on user-friendliness, security, and scalability to meet the diverse needs of municipal offices across Nepal. Implementation of this integrated digital platform will enhance service efficiency, increase transparency, and improve citizen satisfaction, thereby supporting the modernization and digital transformation of public service delivery in Nepal.
Integration Ignited Redefining Event-Driven Architecture at Wix - EventCentricNatan Silnitsky
At Wix, we revolutionized our platform by making integration events the backbone of our 4,000-microservice ecosystem. By abandoning traditional domain events for standardized Protobuf events through Kafka, we created a universal language powering our entire architecture.
We'll share how our "single-aggregate services" approach—where every CUD operation triggers semantic events—transformed scalability and extensibility, driving efficient event choreography, data lake ingestion, and search indexing.
We'll address our challenges: balancing consistency with modularity, managing event overhead, and solving consumer lag issues. Learn how event-based data prefetches dramatically improved performance while preserving the decoupling that makes our platform infinitely extensible.
Key Takeaways:
- How integration events enabled unprecedented scale and extensibility
- Practical strategies for event-based data prefetching that supercharge performance
- Solutions to common event-driven architecture challenges
- When to break conventional architectural rules for specific contexts
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4. How the $digest cycle works
When Angular (or you) calls $scope.$apply, this kicks off the $digest cycle.
$rootScope
$scope
$scope $scope.$apply
5. How the $digest cycle works
During the digest cycle, Angular will check every $scope for all Angular
bindings to see if any have changed.
$rootScope
$scope
ngBinding
ngBinding
$scope
ngBinding
Changed?
6. How the $digest cycle works
If any binding has changed, Angular will finish the current cycle and then start
the loop over again checking to see if the change affected other bindings.
$rootScope
$scope
ngBinding
ngBinding
$scope
ngBinding
Changed? Yes
Changed? No
Changed? No (restart cycle)
7. How the $digest cycle works
A $digest cycle will only complete when no Angular bindings have changed.
$rootScope
$scope
ngBinding
ngBinding
$scope
ngBinding
Changed? No
Changed? No
Changed? No ($digest completed)
8. How the $digest cycle works
This means that any change will cause the $digest cycle to run at least twice;
once to update the binding and again to ensure that no other bindings were
changed.
Example: If your app has 200 bindings, Angular will run at least 400 dirty
checks when a binding changes.
9. Improving $digest performance
● Reduce number of bindings
o use native DOM
o ng-if instead of ng-hide
o clean up $watchers when no longer needed
o avoid ng-repeat where possible
o avoid filters where possible
● Simplify logic in bindings
o use simple comparisons
o avoid binding to functions where possible
10. Use Native DOM
Just because you are using Angular as a framework does not mean you have
to do everything the “Angular” way.
One of the nice things about Angular is that you can choose when and when
not to use it.
If your DOM won’t change very often or only at certain, controllable times, you
can use native DOM manipulation instead of relying on Angular bindings.
Code Example
11. Use ng-if instead of ng-show
ng-show just hides the DOM using display:none; However, this keeps all the
bindings of the element and it’s children.
ng-if removes the DOM and all of it’s bindings.
caveat: ng-if manipulates the DOM, which can become more expensive if the
ng-if changes state a lot.
12. Clean up $watchers
Sometimes you only need to $watch for a change once and then no longer
need to watch for any changes anymore.
The $scope.$watch() function returns a function that you can use to remove the
watch binding.
var unWatch = $scope.$watch(‘contact’, function() {
// do some logic
unWatch(); // unbind watcher as no longer needed
});
13. Avoid ng-repeat
ng-repeat has some big performance problems, especially with large data sets.
ng-repeat adds lots of bindings to the DOM (1 for itself + n bindings inside the
repeat * num of items in collection)
<div ng-repeat=”item in list”>
<div>{{hello}} <span>{{goodbye}}</span></div>
</div>
bindings = (2 bindings * list length) + ng-repeat [list of 10 items = 21 bindings]
14. Avoid ng-repeat
Each of these bindings will be checked on every $digest, even if the list didn’t
change.
Even worse, when the list does change, it will manipulate the DOM, which
depending on what you are doing, can be expensive.
This is the exact same problem with filters.
15. Avoid filters
Filters will be run on every $digest, even if the binding attached to the filter
didn’t change.
Filters such as lowercase, date, and orderBy are bad because they will
transform the DOM at every $digest.
Instead, you can use the $filter provider and save the filtered result to be
displayed into the DOM.
Code Example
16. Use Simple Logic in Bindings
Because dirty-checking requires a comparison check of the old value to the
new value, the faster the comparison the faster the $digest cycle will run.
Comparisons to primitives and shallow equality of objects are the fastest.
Deep equality of objects are slow (so don’t do it).
17. Avoid Functions in Bindings
Functions in bindings are bad from a performance point of view.
A function inside a binding ( {{fn()}} ) will be called at every $digest (having
function call overhead).
A function inside an ng-repeat will be called for every item in the collection.
This doesn’t mean that functions inside ng-click are bad, since it will only be
called when the element is clicked on.
18. Avoid Functions in Bindings
Types of Functions:
● Just returns variable - get rid of the function and just use the variable
directly
● Performs some logic - try to pre-compute the logic once and then save the
result to be used in a binding