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Augmentcode ai review — large code base? This is your answer

  • Augmentcode ai review - large code base?
  • Switch off Copilot to access the full article for free.
  • Index your codebase to use Copilot.
  • Review of Augmentcode AI, which provides correct recommendations and relevant questions.

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Telling the Story Through your Sprint Backlog — Making Agile Transparent Again

  • Work item titles are more than simple labels, they carry weight.
  • Titles should convey purpose, scope, and context for a clear direction.
  • Titles should be structured like story chapters to provide intent and focus in planning.
  • When titles tell the story, the team owns the narrative and progress becomes visible.

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Educba

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Medical GUI Development

  • The medical GUI development course by Scythe Studio focuses on building a smooth, reliable, and user-friendly interface for medical devices using Qt, a powerful framework known for its reliability and usability in healthcare projects.
  • The course covers key topics such as the benefits of using Qt for medical devices, choosing embedded hardware, understanding operating systems for medical devices.
  • The course also addresses topics like medical software architecture, connectivity, Qt DICOM Viewer, and designing user interfaces that doctors and nurses want to use.
  • This course is suitable for professionals in the MedTech industry involved in medical software development, including founders, product leads, CTOs, and lead developers.

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Medium

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How to Strip Characters From a Python String

  • Python provides the .strip() method to remove characters from the beginning and end of a string.
  • To remove characters from only one side of a string, use .lstrip() or .rstrip().
  • You can pass a string of characters to .strip(), .lstrip(), or .rstrip(). This tells Python what characters to remove.
  • NOTE: This does not remove the exact sequence “///”. Instead, it removes all instances of the characters '/' from…

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When Personal Convenience Compromises National Security: The Hidden Dangers of Using Gmail for…

  • Personal email accounts are vulnerable to phishing attacks, credential theft, and man-in-the-middle exploits.
  • Mixing personal and professional tools leads to cascading risks and potential security meltdowns.
  • Gmail's Confidential Mode is not a comprehensive solution for secure communication.
  • To improve security, measures such as automated archiving, cyber drills, encryption, and zero-trust architecture are recommended.

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How MCP Turns Dmail and Subhub Into Smart Web3 Assistants

  • The Model Context Protocol (MCP) enables Dmail and Subhub to become smart web3 assistants.
  • MCP allows Dmail to analyze wallet activity, trigger actions from messages, and adapt to user behavior.
  • MCP turns Subhub into a self-optimizing growth engine by sending reminders, suggesting reward tiers, and providing AI-generated tips.
  • MCP brings less spam, more value, time saved, and simplifies complex actions in the web3 platforms.

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Your UI Feels Slow Even If It’s Fast : Design UI That Feels Instantly Responsive

  • Even a fraction of a second of delay can make a UI feel sluggish.
  • Acknowledge user actions immediately to make the UI feel responsive.
  • Optimistically update the UI before receiving the API response.
  • Reserve space for dynamic content and use skeleton loaders for better user experience.

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Javacodegeeks

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Green Cloud Computing Practices 2025: Measuring & Reducing Energy Consumption

  • By 2025, sustainable cloud practices will be critical for enterprises aiming to reduce energy costs and meet ESG goals.
  • This guide explores the latest tools for measuring cloud energy use, AI-driven optimization strategies, case studies from AWS, Azure & Google Cloud, and carbon-aware computing techniques.
  • Key metrics to monitor include kilowatt-hour (kWh) per workload, carbon intensity (grams CO2e per kWh), and PUE (Power Usage Effectiveness) of data centers.
  • Energy optimization strategies include scheduling workloads for renewable energy, right-sizing underutilized resources, and adopting sustainable architectures.

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Dmail: Where Emails Earn You Crypto (and Spam Doesn’t Stand a Chance)

  • Dmail is a blockchain-based email service that encrypts emails end-to-end and stores them across a decentralized network.
  • Dmail uses Zero-Knowledge proofs to ensure legitimacy without revealing personal information.
  • Dmail's SubHub feature allows project updates to be sent directly to users' wallet addresses, eliminating spam.
  • Dmail offers a MailtoEarn feature that rewards users with tokens for reading emails and plans to launch an AI-powered Marketing Hub and mobile app in the future.

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They start next week, what are you going to have them work on?

  • In smaller teams without a pod structure, it can be challenging to shift junior designers from a 'feature factory' mindset.
  • Encouraging new hires to bring feature ideas can help spot talent and provide unique perspectives on product direction.
  • Structuring the workload of junior UI/UX designers involves dissection and exploration of the product.
  • Product dissection helps designers understand the product surface and possible opportunities.
  • Having junior designers diagram the product and discuss their findings with the product team can lead to valuable insights.
  • Exploration involves meeting with leadership and cross-functional teams to address business needs through user research and prototyping.
  • Using both dissection and exploration strategies instills a culture of ownership in the design team.
  • An example of exploration led to a successful feature idea at a weight loss startup, leveraging patient progress photos for organic growth.
  • Sharing features designed by the team allowed the company to use comparison photos effectively on social media without cost.
  • Encouraging exploration and dissection empowers design teams to uncover impactful features for a business.

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Designveloper

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What Is SQL: Definitions, Strengths & Usages

  • SQL is a programming language used to interact with databases, enabling users to store, change, and retrieve data.
  • Initially developed by IBM in the 1970s, SQL has become a standard for relational database management.
  • It is widely used by companies like Facebook, WhatsApp, and Instagram for data processing and storage.
  • SQL's growth has been substantial, with 72% of developers using it regularly according to a 2024 Stack Overflow survey.
  • It offers benefits such as portability, speed, beginner-friendliness, and standardized language.
  • SQL can be used for querying, data retrieval, insertion, updating records, and creating databases.
  • It uses keywords, clauses, expressions, predicates, and queries to manipulate and extract data efficiently.
  • SQL is crucial for secure and efficient digital product development, remaining a cornerstone of modern database systems.
  • Designveloper, a development company, highlights SQL's importance in their projects, such as LuminPDF.
  • With over 100 projects completed, Designveloper utilizes SQL for scalable and accurate software solutions.

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Why Tauri is the Future(Everything you need to know)

  • Tauri is the future of application development and offers a powerful solution for developers.
  • Rust, the programming language used in Tauri, provides high speed and safety.
  • Tauri's Rust backbone keeps apps lean and significantly reduces app size compared to Electron.
  • Rust's zero-cost abstractions ensure high performance, outperforming JavaScript by up to 300% in CPU-intensive tasks.

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From Single Server to Global Scale: A Journey Through System Evolution

  • Many systems evolve differently in reality than ideal scenarios, often necessitating multiple rewrites.
  • Systems typically move up one or two stages and remain there throughout their lifespan.
  • Avoiding full-application rewrites is crucial due to time and complexity concerns.
  • The journey of system evolution begins with a single server handling all tasks.
  • As a system grows, limitations emerge, such as overwhelmed servers and slower database querying.
  • Vertical scalability involves hardware upgrades without architectural changes.
  • Vertical scaling becomes costly and has limitations in terms of memory and CPU cores.
  • Functional partitioning involves separating services like web servers and databases onto different machines.
  • Horizontal scalability splits different components of a web app across multiple machines.
  • Global scalability involves distributing data centers worldwide for improved latency and disaster recovery.

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Mastering Delegates in C#: A Developer’s Guide to Best Practices

  • Delegates in C# are a fundamental concept that powers events, callbacks, LINQ, and modern async patterns.
  • Delegates are more than just type-safe function pointers - they allow you to pass functions as parameters and return types from methods.
  • Understanding delegates is crucial for mastering events, callbacks, and other advanced language features in C#.
  • This deep dive article explores delegates in C# and provides guidance on how to effectively use them.

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Towards Data Science

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The Case for Centralized AI Model Inference Serving

  • AI models are increasingly being used in algorithmic pipelines, leading to different resource requirements compared to traditional algorithms.
  • Efficiently processing large-scale inputs with deep learning models can be challenging within these pipelines.
  • Centralized inference serving, where a dedicated server handles prediction requests from parallel jobs, is proposed as a solution.
  • An experiment comparing decentralized and centralized inference approaches using a ResNet-152 image classifier on 1,000 images is conducted.
  • The experiment focuses on Python multiprocessing for parallel processing on a single node.
  • Centralized inference using a dedicated server showed improved performance and resource utilization compared to decentralized inference.
  • Further enhancements and optimizations can be made, including custom inference handlers, advanced server configurations, and model optimization.
  • Batch inference and multi-worker inference strategies are explored to improve throughput and resource utilization.
  • Results show that utilizing an inference server can significantly boost overall throughput and efficiency in deep learning workloads.
  • Optimizing AI model execution involves designing efficient inference serving architectures and considering various model optimization techniques.

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