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Dev
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⚡The Ultimate Choice for Building Modern Web Services: A Lightweight Rust HTTP Framework
- Hyperlane is a lightweight and high-performance Rust HTTP server library designed to simplify web service development.
- Key features include support for HTTP request parsing, response construction, middleware, WebSocket, and Server-Sent Events (SSE).
- Getting started with Hyperlane involves adding it to your project using 'cargo add hyperlane' and utilizing the provided quick start project.
- Hyperlane showcases excellent performance in benchmarks, positioning itself among the top frameworks for web service development.
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Medium
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125
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How an AI Bot System Helped Me Earn Daily Profits
- An individual shares their experience with an AI bot system that helped them earn daily profits with minimal effort.
- The AI bot system automated trading activities and generated significant profits, with the user earning $150 on the first day and $500 in the first week.
- The system utilizes smart algorithms based on real-time market data, leading to impressive earnings for users like John who made $1,200 in one month.
- The user highlights the user-friendly interface, reliability, and community support of the AI bot system, emphasizing the potential for substantial passive income and reclaiming valuable time.
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Medium
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133
GuardianNet: A Global Proposal for Ethical and Safe Use of Artificial Intelligence
- Artificial intelligence (AI) is prevalent in various aspects of modern life and can be used for both positive and negative purposes, leading to the proposal of GuardianNet to ensure ethical and safe AI use.
- Current issues include AI being used for scams, deception, fake content creation, lack of supervision, and insufficient awareness about ethical technology use.
- GuardianNet is a proposed global system to monitor and block inappropriate AI use by unifying platforms, companies, and applications, featuring AI monitoring, smart filters, and automatic reporting.
- Sanctions for misuse include warnings, temporary access blocks, permanent suspensions, and a cross-platform registry to prevent banned users from returning, along with the emphasis on responsible digital education for all ages.
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Medium
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164
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You Need to Build the Right Foundation
- Chad, who launched an AI startup, suffered setbacks due to a poorly designed website, leading to high bounce rates and lost investor interest.
- Recognizing the common issue of startups lacking a solid foundation, alpha-level designers created Hirevision, a website template tailored for AI-powered companies and startups.
- Hirevision is strategically designed as a conversion-focused template with sleek design, clear CTAs, smart layout, responsiveness, and fast loading times to enhance credibility and drive sales.
- It serves as the ideal foundation for AI startups to present themselves effectively, ensuring a professional image and a compelling online presence.
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Dev
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115
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[📝LeetCode #88] Merge Sorted Array
- Given two sorted integer arrays nums1 and nums2, merge them into a single array in non-decreasing order.
- Approach involves initializing pointers and comparing elements to merge efficiently.
- The initial solution provided is optimized using a 'Two Pointer' approach.
- The code snippet for the optimized solution is shared along with key learnings from the task.
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Dev
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360
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Best Way to Learn TypeScript & JavaScript for Playwright in Test Automation
- Mahesh, a career changer from chef to IT, is new to programming and currently working in test automation using Playwright for UI testing.
- He aims to learn TypeScript/JavaScript to enhance his automation skills by writing clean test code, handling async operations, and understanding best practices for Playwright.
- Mahesh faces challenges with debugging due to timing issues, flaky selectors, and unexpected behaviors and seeks to improve his debugging skills.
- Mahesh is looking for the best learning resources for TypeScript and JavaScript, Playwright-specific tutorials, debugging techniques and tools, and ways to bridge the gap between using Playwright at work and understanding the framework deeply.
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Dev
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369
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Corpus & Vocabulary
- Corpus is a collection of text, which can range from multiple paragraphs to an entire book.
- In Natural Language Processing, preprocessing steps for corpus analysis include tokenization, stop word removal, special character removal, and converting text to lowercase.
- Tokenization involves breaking down text into individual words for analysis using libraries like nltk.tokenize.
- Stop word removal and converting text to lowercase helps in reducing noise and focusing on meaningful words in the corpus.
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Medium
4w
88
No Country for Irrelevant Developers
- AI-assisted development tools like GitHub Copilot, ChatGPT, Cursor, Windsurf, Claude 4, Gemini 2.5, o3, o4, and Codex are changing the landscape of software development.
- Developers not leveraging AI tools are being outpaced by those who do, leading to increased efficiency and cost-effectiveness in development tasks.
- The focus is shifting from manual coding tasks to higher-level responsibilities like architecture, strategy, and value delivery, where human creativity and decision-making are essential.
- The future of skilled developers lies in their ability to collaborate with AI, automate repetitive tasks, and deliver results faster, highlighting the importance of evolving with technology.
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Dev
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231
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Escape the Container Chaos: Deploy Docker Apps to ECS, Cloud Run & Swarm Without Losing Your Mind 🐳🚀
- Docker containers solve build chaos but create deployment chaos, leading to challenges in getting containers to production smoothly.
- Options for deploying containers: AWS ECS for complex apps and AWS-focused teams, Google Cloud Run for simplicity and serverless capabilities, Docker Swarm for on-premises and smaller teams.
- Comparative analysis: ECS suitable for enterprise compliance, Cloud Run for serverless enthusiasts, Swarm for DIY enthusiasts.
- Real-world wins include cost savings by switching from ECS to Cloud Run, and choosing Swarm for on-prem hardware to save money.
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Medium
4w
315
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Assessment: causality system.
- The article discusses the concept of time and individual spacetime, emphasizing patience and deep thought in understanding things.
- Linking martial arts to mental and physical harmony, it highlights the importance of balancing body and mind through sports and intellectual activities.
- The article delves into the dynamics between active and passive states, symbolized by + and –, and their role in movement creation and redirection.
- It explores the concept of black holes as states of activity and passivity within a nucleus, suggesting the creation of dual operation modes for each state.
- The idea of simplicity and complexity in logic is discussed, emphasizing the need to explore both aspects to understand the true nature of things.
- The article challenges traditional arithmetic operations, proposing abstract approaches like 1 1 = A A, encouraging thinking beyond defined limits.
- Emphasizing transformation and understanding, it suggests that comprehension leads to action, with learning paving the way for new possibilities.
- The article delves into causality, tying it to physical and mental training, and emphasizes the importance of asking questions before acting.
- It touches on the interplay of action and truth, using examples like dropping a glass to illustrate the consequences of actions and responsibilities.
- Exploring causality zones and causality mirrors, it suggests the potential for creating spiritual mirrors reflecting the spirit based on one's understanding of things.
- The article discusses the interplay of passive and active states in transformation, highlighting the need for flexibility and exchange for evolution and development.
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Dev
4w
369
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Falzz AI: A Bold African AI Platform Challenging ChatGPT, Gemini & Grok
- Falzz AI, an ambitious AI platform, has been developed by Anzolo Kpazhi Hope from Lagos, Nigeria.
- It offers various features like FileChat, Embeddable Chatbots, Image Generator, Voice AI, and AI-Powered Social Media Automation, tailored for emerging markets and African languages.
- Built without VC funding, Falzz has gained traction and is already being utilized by communities, churches, schools in Nigeria.
- Falzz showcases that African developers can build world-class tools without the need for billion-dollar budgets, emphasizing the importance of localization.
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Medium
4w
8
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Welcome to Code Applied
- Code Applied is a blog created to provide simple, up-to-date, and practical posts for individuals working with Python, Data Science, Machine Learning, AI Agents, and automation.
- The blog aims to offer quick solutions and tools that can be readily utilized, rather than just being bookmarked and forgotten.
- Each post on Code Applied is designed to be useful, fast to implement, and based on real-world problems to cater to Data Scientists, Python developers, and anyone interested in coding.
- The blog is a repository of production-ready knowledge shared in bite-sized pieces, focusing on providing hands-on solutions for various topics.
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Dev
4w
48
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🔌 Building Playwright Framework Step By Step - Implementing API Fixtures
- API testing ensures APIs meet functionality, reliability, performance, and security standards by sending calls to the API and analyzing responses.
- Key aspects of API testing include functionality, reliability, performance, security, and integration testing for seamless user experiences.
- Implementing API fixtures involves using the Zod package for schema declaration and validation to maintain data integrity in applications.
- Setting up the 'api' folder in the fixtures directory improves code organization and maintainability for API-related code.
- Creating files like 'plain-function.ts', 'schemas.ts', and 'types-guards.ts' streamline the process of making API requests and defining schemas.
- The 'api-request-fixtures.ts' file extends Playwright test fixtures to implement custom API fixtures for clean and reusable test setups.
- Updating 'test-options.ts' file with the API fixtures enables the use of both page objects and API utilities in test cases seamlessly.
- API testing helps identify issues early in the development cycle, leading to a cost-effective and streamlined approach to ensuring software quality and security.
- By combining TypeScript's compile-time safety with runtime validation, Zod offers a robust solution for ensuring data consistency and preventing runtime errors.
- Next steps involve implementing API tests using the fixtures to enhance testing capabilities and drive further refinement in software development.
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Dev
4w
342
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Stop Words Removal
- Stop words are common words like 'a', 'the', and 'is' that are often removed from text before analysis as they don't carry much meaning on their own.
- Examples of stop words include articles like 'a', 'an', 'the', conjunctions like 'and', 'but', 'or', prepositions like 'in', 'on', 'at', pronouns like 'he', 'she', 'it', 'they', and common verbs like 'is', 'am', 'are', 'was', 'were', 'be', 'being', 'been'.
- Stop words removal helps in reducing unnecessary words in the text that don't contribute much to the analysis or understanding of the content.
- By removing stop words, the focus shifts to the keywords that are more relevant for processing and analysis, improving efficiency and accuracy in text processing tasks.
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Medium
4w
329
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An Introduction to Hypothesis Testing (One-Sample T-test Specific)
- Hypothesis testing is crucial for making data-based decisions by determining if there is enough evidence to reject a hypothesis.
- Understanding a One-Sample T-test involves comprehending the t-statistic, standard deviation, and p-value for interpreting results accurately.
- Knowing the main steps of hypothesis testing ensures valid conclusions, informed decisions, and effective communication of findings.
- The significance level (α) is typically set at 0.05 in hypothesis testing.
- Importing a dataset and calculating metrics like population mean and sample variance are essential steps in hypothesis testing.
- Different formulas are used depending on whether the hypothesis test is right-tailed, left-tailed, or two-tailed.
- Interpreting p-values relative to the significance level helps in deciding whether to reject the null hypothesis or not.
- Failing to reject the null hypothesis does not prove it true; further analysis may be needed for more definitive conclusions.
- Hypothesis testing is fundamental in data science for data-driven decision-making, evaluating statistical significance, and validating results.
- Understanding and applying hypothesis testing techniques equip individuals to assess claims, validate strategies, and drive decisions with evidence.
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