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Tech Radar
6d
321
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I didn’t care about Copilot, but this massive upgrade could make Microsoft’s AI the personal assistant I’ve always wanted
- Microsoft unveiled a new vision for Copilot, now called 'Your AI Companion', at its 50th Anniversary Event.
- The AI chatbot has received major upgrades including a memory to learn important information about users.
- Copilot will have on-screen awareness and access to the camera in mobile apps.
- The new agentic capabilities called 'Actions' make Copilot an interesting AI personal assistant for daily use.
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Medium
6d
272
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Software Development Life Cycle (SDLC): Process Steps, Team Roles, and Common & Alternative Models
- SDLC is a well-defined roadmap involving multiple roles and steps that impact the success of each other.
- The process steps in SDLC include requirement analysis, design, development, testing, deployment, and maintenance.
- Different SDLC models include Waterfall, V-Model, Spiral, Prototyping, Agile, Baroque, Ad Hoc, and Big Bang, each with its pros and cons.
- Choosing the suitable SDLC model for a project directly influences the success of the software development journey.
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Medium
6d
74
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JavaScript Frameworks: Top Picks for Developers
- Developers look for simple, fast, and flexible software tools.
- JavaScript libraries have improved performance and rendering best practices.
- Astro, HTMX, and Alpine.js are popular frameworks for simplicity and power.
- Alpine.js offers a reactive UI in a small package.
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Tech Radar
6d
297
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Microsoft Copilot is getting a huge update that'll make it more of a proactive AI companion
- Microsoft has enhanced Copilot to transform it into a proactive AI companion with various new features.
- The upgraded Copilot introduces chatbot memory, a research tool, and on-screen awareness as part of the update.
- These improvements, announced during Microsoft's Copilot/50th Anniversary event, aim to enhance user experience and functionality.
- The new Copilot version will maintain memory of previous conversations, allowing it to build richer user profiles and learn user preferences.
- Additionally, Copilot's 'Actions' feature enables it to perform tasks like booking reservations or arranging appointments based on user prompts.
- The update partners with services like OpenTable, Priceline, and TripAdvisor to enable seamless actions through relevant apps.
- Copilot's enhanced awareness on Windows and mobile apps allows it to utilize phone cameras and observe on-screen activities within apps.
- New capabilities like 'Pages' organize project files, while 'Deep Research' aids in conducting complex research tasks effectively.
- Copilot ventures into generating podcasts and acting as a proactive personal shopper for users, offering product research and deal monitoring.
- Furthermore, the update integrates Bing Search into the Copilot experience, providing in-depth generative insights within search results.
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Javacodegeeks
6d
334
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Building Multi-Region Firebase Applications for Global Scalability
- To achieve global scalability with Firebase, it is essential to configure multi-region settings for high availability and performance.
- Core Firebase services like Realtime Database and Cloud Firestore have single-region limitations by default.
- Strategies such as database replication, regional microservices, and data partitioning can enhance multi-region architecture.
- Steps include configuring Multi-Region Firestore, deploying Functions to multiple regions, and implementing regional routing.
- Performance optimization techniques for multi-region Firebase apps focus on data localization, connection optimization, and monitoring.
- Monitoring a multi-region Firebase app involves setting up alerts, tracking latency, and implementing failover strategies.
- Cost considerations for global deployments include managing data transfer fees, compute costs, and network traffic.
- Balancing performance, reliability, and cost is crucial for delivering a seamless global experience with Firebase applications.
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20 Likes
Medium
6d
341
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Improving Pinterest Search Relevance Using Large Language Models
- Pinterest Search is a key platform for users to discover content aligned with their needs.
- The article focuses on enhancing the search relevance model at Pinterest.
- A 5-level guideline is used to measure relevance between queries and Pins.
- The model architecture involves using a cross-encoder language model for classification.
- Various text features like Pin titles, descriptions, and image captions are utilized for representation.
- Knowledge distillation is employed to create a lightweight student relevance model from the teacher model.
- Semi-supervised learning is utilized to train the student model on a large dataset with billions of rows.
- Offline experiments demonstrate the effectiveness of different language models and text features.
- Online A/B experiments show a significant improvement in search feed relevance with the new model.
- The article concludes with plans for future work to enhance the Pinterest search relevance system.
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Knowridge
6d
12
Image Credit: Knowridge
Scientists develop fungi tiles that mimic elephant skin to cool buildings without power
- Scientists in Singapore have developed special wall tiles made from fungi that can cool buildings naturally.
- The tiles are inspired by the cooling mechanism of elephants' skin and are designed to mimic its texture.
- Tests have shown that the textured tiles cool down 25% faster than flat ones and 70% faster in wet conditions.
- The tiles are made from mycelium mixed with bamboo waste, and they are also biodegradable and eco-friendly.
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TheStartupMag
6d
305
Image Credit: TheStartupMag
As the EdTech sector matures, this US tech enterprise is looking to deliver impact with Classroom Manager
- EdTech sector expected to grow by 16% between this year and 2029, offering opportunities for startups.
- A US EdTech startup is focused on delivering long-term impact for educators with its software products.
- The startup launches Classroom Manager, a software solution to keep students engaged and focused during online learning.
- Classroom Manager offers features to guide students to relevant content, monitor browser activity, and provide personalized learning.
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18 Likes
Pcgamer
6d
86
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You won't have to leave the Amazon app even when buying from other retailers thanks to the company's new 'Buy for Me' agentic AI bot
- Amazon has introduced a new 'Buy for Me' function that allows users to purchase non-Amazon goods directly from the Amazon app.
- The feature uses 'agentic AI', enabling sophisticated reasoning and iterative planning to simplify the shopping experience.
- Customers can search for specific items, select desired brands, and place orders within the Amazon app in the US.
- While the system aims to make users feel like they are shopping on Amazon, promo codes cannot be applied to third-party items.
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5 Likes
Medium
6d
148
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No-code: A Beginner’s Guide and how to start
- No-code development is revolutionizing website creation, allowing anyone to build and launch websites without coding skills.
- To get started with no-code, familiarize yourself with different types of no-code tools and explore free resources and tutorials available online.
- Start with a simple project, join no-code communities, and choose the right no-code platform for your website creation.
- Some popular no-code platforms for building websites include Wix, Squarespace, Webflow, Carrd, and Bubble.
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8 Likes
Medium
6d
392
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Detecting Code Smells: Your First Step Toward Refactoring ️
- A “code smell” is any symptom in the source code that potentially indicates a deeper design problem.
- Identifying code smells helps developers plan targeted refactorings that align better with software design principles.
- One common code smell is having long methods, which can increase cognitive load and make code harder to maintain.
- Another code smell is duplicated code, which can lead to bugs and inconsistencies and indicates a need for tightening the design.
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23 Likes
Popsci
6d
156
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Would you play basketball on a glass floor? This German startup thinks you should.
- ASB GlassFloor, a German company, is selling glass basketball courts that have received enthusiasm from NBA and college teams.
- The glass courts are designed with high-strength tempered safety glass and a double-spring aluminum substructure for shock absorption.
- The surface of the glass floor is etched with a matte texture for low friction and features a final layer of ceramic dots for controlled sliding in wet conditions.
- The customizable glass courts, with LED paneling, can display various graphics and eliminate the need for multiple hardwood floors.
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Sdtimes
6d
359
Image Credit: Sdtimes
April 4, 2025: AI updates from the past week — Claude for Education, new website for exploring Amazon Nova models, and Solo.io’s MCP Gateway
- Anthropic announces Claude for Education with a 'Learning mode' to aid students in problem-solving alongside the AI.
- Amazon launches a new website nova.amazon.com to explore Amazon Nova models, including Nova Micro, Nova Pro, and Nova Canvas.
- Amazon introduces Amazon Nova Act and releases a preview of the SDK for developers to experiment with the new model.
- Solo.io unveils MCP Gateway to address AI agent sprawl by facilitating discovery, security, and integration of MCP-compatible tools.
- Kong updates AI Gateway with features like RAG Injector to mitigate LLM hallucination and enhance data protection.
- Env0 announces Cloud Analyst, an AI agent offering insights into cloud infrastructure for organizations.
- CodeSignal introduces AI skills assessments, including AI Literacy, Prompt Engineering, and AI Researcher assessments.
- Zencoder releases new AI coding and unit testing agents compatible with various development tools for software engineers.
- The AI updates aim to enhance AI capabilities, security, efficiency, and insights across different software platforms.
- These AI advancements cater to the growing need for reskilling due to AI and automation in the workforce.
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21 Likes
Pymnts
6d
20
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Mastercard and Unipaas Partner on Embedded Payments for Vertical SaaS Platforms
- Mastercard and Unipaas have partnered to help providers of vertical SaaS platforms integrate card processing capabilities.
- The collaboration aims to digitize and streamline transactions in industries where digital payments are underused.
- By embedding modern card processing capabilities, the partnership will help transition SMBs from manual invoicing to card-based payments.
- The collaboration brings together Unipaas' payment infrastructure and Mastercard's global payment network and fraud protection.
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1 Like
Medium
6d
41
Image Credit: Medium
BeeAI Framework: Building Production-Ready Multi-Agent Systems
- BeeAI Framework is an open-source multi-agent system development framework.
- It supports both Python and TypeScript, providing ease of development for application programmers.
- The framework enables the design of advanced Artificial Intelligence programs capable of scaling.
- BeeAI Framework allows the implementation of various multi-agent patterns, from simple reactionary agents to complex collaborative workflows.
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