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Dev

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I Tested 200+ Color Palettes and Here's What Actually Makes People Buy

  • Color psychology plays a significant role in consumer behavior, influencing trust, urgency, and emotional responses.
  • Colors like red trigger hunger and urgency, while blue instills safety and trust, green signifies growth, and purple evokes luxury.
  • Choosing the right colors can lead to significant conversions, as seen with brands like McDonald's and effective A/B testing.
  • Contrast is crucial for color choices to stand out, with the overall design impacting the effectiveness of specific colors.
  • When selecting colors, consider your brand's personality, industry standards, target audience, and device compatibility.
  • Avoid using too many colors, ignoring industry norms, following trends blindly, and neglecting physical applications of colors.
  • A well-thought-out color palette can enhance brand perception and attract the right audience, but testing and adaptation are key.
  • Utilizing tools like color palette generators can simplify the process of creating harmonious color schemes for branding and design.
  • Successful color choices require a balance of intuition and data-driven decisions, learning from mistakes and evolving over time.
  • Understanding color psychology and making informed color choices can complement a brand's overall strategy and user experience.
  • Color selection should be deliberate, consistent across platforms, and aligned with brand identity, resonating with the intended audience.

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Test Reporting using Allure Server and GitLab CI

  • Test reporting is crucial for evaluating test automation strategy and providing feedback on product quality during development.
  • Allure is a popular reporting tool that offers graphs and visualizations based on test reports, suitable for modern test frameworks like Webdriver.io.
  • To upload test results to Allure Server using GitLab CI, configure necessary dependencies in project, set up Allure Server variables in GitLab project settings, and create a 'report' stage in gitlab-ci.yaml file.
  • After completing the configuration steps, including introducing a new job to upload results with Allure CLI, the pipeline stages should execute tests, generate reports, and upload results to the Allure Server for review.

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[AutoBE] Backend Vibe Coding Agent, generating 100% working code by Compiler Feedback Strategy

  • @autobe, developed by @wrtnlabs, is an AI agent for vibe coding that automatically generates backend applications using TypeScript, NestJS, and Prisma.
  • Integrating @autobe with @agentica or @autoview allows for automated backend, AI chatbot, and frontend application development.
  • @agentica is an AI function calling framework, while @autoview generates React components from TypeScript types for frontend applications.
  • The @autobe project incorporates a waterfall model with iterative improvements and feedback cycles for high-quality code production.
  • Pre-release phases for @autobe include an alpha version on 2025-06-01 and a beta version on 2025-07-01.
  • The official v1.0 release aims for 2025-08-01, with streamlined documentation and enhanced user experience.
  • @autobe principles involve five core functional agents, including Analyze, Prisma, Interface, Test, and Realize.
  • These agents collaborate to analyze requirements, generate database schemas, design API interfaces, create test code, and write realization code for backend applications.
  • The @autobe system emphasizes continuous validation, self-correction mechanisms, and iterative improvement loops to ensure code quality and reliability.
  • Overall, @autobe aims to revolutionize backend development by automating processes and integrating AI-driven solutions.
  • The project also outlines future plans for hosting services and comprehensive technical specifications to enhance user experience and deployment processes.

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My Generative Coding Workflow: How an Old School Coder is Adapting to AI (Let's Talk!)

  • Old school coders are adapting to the AI wave by embracing generative coding workflows.
  • The workflow includes AI brainstorming with tools like Gemini, human-led user flows, and iterative prompting with Claude and GPT.
  • Efficiency is a key focus, aiming for fewer re-prompts, tighter loops, and more time for big-picture design.
  • The developer is open to sharing insights and learning from others' AI-assisted workflows, tools, and strategies in this new era of coding.

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Medium

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The engineering Oracle prompt: Tap into 30 years of dev wisdom in one chat

  • The Engineering Oracle is a prompt designed to simulate a seasoned software engineer with 30 years of experience.
  • It emphasizes deep consultation over quick fixes, helping with complex architectural problems, debugging, and decision-making.
  • The Oracle focuses on context, logical thinking models, and customized solutions rather than hand-wavy responses.
  • It begins by asking insightful questions to understand the problem before offering solutions, mimicking how veteran engineers approach problems.
  • The Oracle not only looks at code issues but also considers business goals, user needs, and team dynamics.
  • It provides tailored solutions based on the specific problem, team dynamics, and technology stack, promoting clarity over mere code snippets.
  • This prompt is valuable for tackling complex problems, decision-making scenarios, and team-related dilemmas, offering practical advice grounded in experience.
  • The Oracle aims to guide through consequences, not just steps, avoiding the trial-and-error approach that may break systems.
  • It's not a replacement for developers but rather an AI that thinks like an experienced developer, offering strategic insights and considerations.
  • The Oracle excels in guiding through real-world engineering challenges beyond mere technicalities, considering factors like risks, team dynamics, and long-term implications.

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Here are the 8 programming languages to know to land a tech job on Wall Street

  • Python and SQL are two of the most popular programming languages used in the tech industry, including on Wall Street, due to their versatility and applicability to various tasks.
  • C++ remains relevant in the financial sector, particularly for high-frequency trading firms and exchanges where speed and control over hardware are crucial.
  • Tableau and Power BI are essential for data visualization in wealth management and data analysis roles on Wall Street.
  • Java, known for its security features and portability, is widely used by big banks and some buy-side firms.
  • Rust and Go, open-source languages, are increasingly in demand for app development in fintechs and banks, with companies like Blackrock and Stash adopting them.
  • Python is considered essential for data science and machine learning roles, offering a wide range of applications across finance firms.
  • SQL is crucial for working with databases and querying information, making it a common requirement in almost every financial firm.
  • Having expertise in C++ is beneficial for roles requiring low-latency applications, such as high-frequency trading, where speed is a competitive advantage.
  • Software advancements like C++26 and the move towards languages like Rust are shaping the tech landscape in finance, emphasizing the need for curiosity and adaptability in programming skills.
  • Understanding different programming languages is crucial for tech job seekers on Wall Street, with recruiters and industry insiders highlighting the importance of knowing languages like Python, SQL, C++, Java, Rust, and Go.

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Building AI with old software is like trying to make a car out of a horse-drawn carriage, says YC general partner

  • Y Combinator general partner Pete Koomen criticizes the current state of AI development, comparing it to building a car out of a horse-drawn carriage.
  • Koomen suggests that developers are using old software development techniques to implement AI, hindering its full potential.
  • He emphasizes the need to redesign systems to leverage AI effectively and maximize its capabilities.
  • Koomen highlights issues with AI integration in tools like Gmail and advocates for giving users more control over editing AI prompts.

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PlanetPython

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Python Bytes: #433 Dev in the Arena

  • git-flight-rules is a guide for programmers on using Git effectively with step-by-step procedures for common operations.
  • Unravelling t-strings explains Python expressions, conversions, and format specs, closely resembling an example in PEP 750.
  • neohtop offers blazing-fast system monitoring with real-time process tracking, modern UI, and advanced process management features.
  • Pyrefly, a new type checker and IDE experience for Python by Facebook/Meta, focuses on performance, IDE integration, inference, and is open source.

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Understanding and Mitigating JavaScript Memory Bloat

  • Memory management in JavaScript is crucial for performance and user experience, especially in complex applications with large datasets.
  • JavaScript memory bloat refers to inefficient memory usage leading to performance degradation in web applications.
  • JavaScript's evolution with ECMAScript standards introduced complexities in memory management due to the rise of SPAs and frameworks.
  • Garbage collection mechanisms like Mark-and-Sweep and Reference Counting are crucial for reclaiming memory in JavaScript.
  • Identification of memory bloat involves understanding closures, event listeners, and management of large objects.
  • Memory profiling tools like Chrome DevTools are essential for analyzing memory usage and identifying retained objects.
  • Mitigation strategies include limiting scope, managing event listeners, and utilizing object pooling for optimized memory usage.
  • Advanced techniques like using immutable data structures and debouncing or throttling events can further optimize memory management.
  • Real-world applications like Chromebook OS and Netflix utilize intricate memory management techniques to optimize performance.
  • Common pitfalls in memory management include failing to dispose event listeners and retaining reference cycles.
  • Developers should prioritize memory management alongside other concerns to ensure efficient and scalable web applications.

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Deploying UniHTML on Kubernetes: A Simpler Way to Scale HTML Rendering

  • UniHTML is a backend tool that simplifies dynamic HTML rendering using Go, focusing on speed and efficiency.
  • Combining UniHTML with Kubernetes offers enhanced performance and reliability without requiring deep infrastructure knowledge.
  • Deploying UniHTML on Kubernetes allows for seamless scaling, efficient resource utilization, and stable rendering even under heavy load.
  • This integration streamlines workflow, with developers focusing on UniHTML logic and operations teams managing smooth application running on Kubernetes.

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Hackernoon

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Don't Mix Data Access Concerns With Essential Business Behavior

  • Passing databases creates accidental coupling and breaks business encapsulation.
  • Problems include tight coupling, mixed responsibilities, bijection violation, testability issues, business logic pollution, and violations of separation of concerns.
  • Solutions recommended are to use dependency injection, avoid using the Repository Pattern, separate business logic, and design for decoupling.
  • Refactorings and sample code are provided in the article to address the issue of mixing data access concerns with essential business behavior.

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Let’s dive into three super useful JavaScript functions: map(), filter(), and reduce().

  • map() transforms each element of an array by applying a function and returns a new array with the transformed values.
  • filter() selects elements from an array based on a condition provided by a test function and returns a new array containing only the passing elements.
  • reduce() blends all elements of an array into a single output using a reducer function that combines each element with an accumulator.
  • map(), filter(), and reduce() are powerful higher-order functions in JavaScript that simplify array manipulation and make code cleaner and more readable.

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Tutorial: Running Your C# Code Without a Project File

  • The tutorial explains how to run C# code without a project file using the .NET 10 Preview SDK.
  • This approach is helpful for quick tests, learning, and simple scripts without a full project structure.
  • Using dotnet run file.cs, you can directly compile and run C# programs without a .csproj setup.
  • You start by creating a C# source file named app.cs with basic code like printing to the console.
  • The CLI implicitly creates a project definition based on the default dotnet new console template to compile and run the file.
  • You can reference NuGet packages directly within the source file using app directives like #:package.
  • Advanced options include specifying SDK, properties, and using directives for finer control.
  • On Unix-like systems, you can make C# files executable like shell scripts using a shebang line.
  • The file-based execution model in .NET 10 Preview is recommended for simplicity and quick tasks, not for complex applications.
  • To transition to a full project structure, you can use dotnet project convert app.cs.

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Medium

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Lifetimes in Rust aren’t that hard

  • Rust's lifetimes play a crucial role in memory management and preventing dangling references.
  • Generic lifetime annotations ensure that return values do not outlive their corresponding arguments.
  • Returning references to local variables can lead to dangling references if not handled correctly.
  • In Rust, 'static lifetimes are used for string literals and data intentionally leaked to live for the entire program duration.

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Federated Business Services: Escaping the Functional Monolith, One Event at a Time

  • Functional monoliths in organizations, such as central billing teams, create bottlenecks and dependencies on other departments for tasks like invoicing.
  • Federation in business services involves decentralizing ownership of processes like pricing, invoicing, and communication to enable autonomy and speed.
  • Central teams shift from doing the work to providing tools and rules for other teams to execute tasks within boundaries in a federated model.
  • Federated systems require clear ownership, well-defined events, and good observability to scale autonomy and reduce integration costs.
  • Events serve as the backbone of federated business capabilities, ensuring communication and coordination among different teams.
  • Contracts, clear ownership, and visibility are essential components for successful implementation of federated business capabilities.
  • Federation promotes a cultural transformation in organizations by fostering trust, autonomy, and shared language among teams.
  • The shift to federated business capabilities extends beyond invoicing to areas like pricing logic, communication triggers, document generation, and data ownership.
  • Organizations that embrace federated models move faster, reduce coordination costs, and improve scalability and flexibility in their core business operations.
  • Embracing federation in business services shifts the focus from control to empowerment, leading to more efficient, robust, and adaptable systems.

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