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I Have Really Bad Hay Fever, so I Built My Own Pollen Report to Remind Me to Take My Tablets

A hay fever sufferer developed a Python program to monitor pollen risks and remind them to take tablets.
Initially, the project aimed to fetch pollen data from Google's API and send reminder emails.
Challenges were faced due to Google's token expiration policy, prompting the need for token refresh automation.
The developer devised a method to bypass Google's authentication rules using creative token parsing techniques.
Classes were employed to structure JSON data for HTML email generation, including color-coding based on pollen level.
An algorithm was crafted to sort pollen data by color, enhancing the email's professional appearance.
The developer successfully automated the email generation process and scheduled daily execution using cron jobs.
The project highlighted the satisfaction of building without AI dependency and problem-solving through creativity.
The outcome ensures timely tablet reminders and awareness of pollen levels during the summer.
The full code for the project is accessible on the developer's GitHub repository.

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PlanetPython

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Everyday Superpowers: Why I Finally Embraced Event Sourcing��And Why You Should Too

The article discusses the author's experience with embracing event sourcing in a project involving file processing phases.
Traditional systems face challenges with data loss and inability to retroactively calculate certain metrics for processed data.
Event sourcing, a pattern storing every change as a sequence of events, enables retaining all data changes from the beginning.
Using event sourcing, the author was able to calculate file processing durations retroactively and update the status page in real-time.
Event sourcing ensures that no data is ever lost, offering a complete history of system changes.
Replaying events for entities in an event-sourced system is fast and efficient, aiding in data retrieval and analysis.
Event sourcing allows for easy adaptation to changing business needs without constraints on historical data.
The author highlights benefits of event sourcing including simplified microservice architecture, fast data views, and increased trust in data integrity.
The article encourages trying event sourcing on a small project to understand its benefits and practicality.
Event sourcing has transformed the author's approach to software development, providing a more reliable and efficient way to manage data.

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Dev

241

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Day 6:Parameters vs Arguments

Parameters, also known as formal parameters, are variables declared in the method signature. They act as placeholders for the values that will be passed. They are local to the method.
Arguments, also known as actual parameters, are the actual values passed to the method when it is invoked. They must match the parameter type and order.
Parameter passing mechanisms in Java include pass by value for primitive types and pass by reference value for objects. Changes to primitive types inside a method do not affect the original variable, while changes to an object's state are reflected outside the method.
Variable-length arguments, known as varargs, allow a method to accept any number of arguments of the same type. They are defined using the syntax 'Type... variableName'.

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Medium

364

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Debugging Is the Skill You’re Ignoring (And It’s Costing You Everything)

Debugging isn’t just about fixing code, it’s about fixing yourself.
The best code is worthless if you can't diagnose why it's broken.
Debugging is the great equalizer, demanding humility, curiosity, and a willingness to learn from mistakes.
Our culture focuses on shipping code rather than understanding it, preventing true problem-diagnosing skills.

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Dev

368

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Vibe Coding: Embracing Creativity and Chaos in Software Development

Vibe Coding is the concept of coding without constraints and formal requirements.
It allows for creativity and innovation but can lead to chaos if not controlled.
It is suitable for environments like Innovation Hubs or Hackathons, but caution is necessary outside these spaces.
Vibe Coding can be a powerful tool for innovation if used wisely and within a safe space.

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TechBullion

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The Future of Textile Testing: Why Chiuvention Stands Out as a Leading Textile Testing Equipment Manufacturer

Chiuvention is a leading textile testing equipment manufacturer.
Textile testing is crucial for ensuring fabric quality, complying with regulations, and assessing performance.
Chiuvention offers advanced testing solutions for color fastness, fabric strength, wear and tear, moisture management, and cooling effects.
The company stands out due to its commitment to innovation, global standards compliance, customizable solutions, and excellent customer support.

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Dev

285

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Google's Imagen and Veo 2 with C# .Net

Google's Imagen and Veo 2 are powerful generative models for image and video creation from text prompts.
Imagen excels at generating photorealistic images from complex textual descriptions.
Veo 2 aims to create high-quality, cinematic videos exceeding a minute in length.
To use these models, developers need API keys for Imagen and authentication for Veo 2.
The Google_GenerativeAI SDK simplifies interaction with Imagen and Veo 2 in .Net applications.
For Imagen, developers can easily generate images from text prompts using the SDK.
Veo 2, currently in private preview, enables users to create dynamic videos with ease.
Access to Veo 2 requires allowlisting for Vertex AI projects.
The SDK streamlines the process of setting up and using Veo 2 for video generation.
By following the guide, developers can leverage these generative models to enhance their creative projects.

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Medium

122

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Data Drift and Model Monitoring in Production: Why It Matters and How to Handle It

Concept drift, feature drift, and label drift are the main types of data drift that can occur in machine learning models.
Implementing model monitoring techniques, such as tracking various metrics and calculating distribution changes, can help detect data drift.
Retraining the model using updated data is an effective approach to handle data drift.
It is important to regularly monitor and address data drift in machine learning projects to ensure model accuracy and reliability.

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Logrocket

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Game development for frontend: Building with Excalibur.js

Excalibur.js is a game development engine written in plain JavaScript (or TS) to develop games without the need for special tools.
Developers familiar with JavaScript can use Node and npm with their favorite editor to work with Excalibur.js.
Excalibur.js eliminates the requirement of learning a new language like GDScript or C# by using JavaScript.
The game runs directly in the browser, allowing developers to test their games in a familiar environment.
This article provides a basic introduction to game development concepts in Excalibur.js for beginners.
It introduces creating game objects like 'Player' and handling user inputs for movement and interaction.
Scenes in Excalibur are discussed, explaining how to switch between levels or screens in a game.
The article covers implementations like handling collisions, sprites, animations, tile maps, and building game levels.
It emphasizes breaking down game development into manageable parts and using key questions to guide the process.
The article concludes with a demonstration of building a simple game with player movement, enemy interaction, attacks, and level completion.

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Hackernoon

343

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Programmers are Reportedly 3x’ing their Workloads Using SoftMine’s AI Software Developer

SoftMine's AI software developer, an intelligent assistant for programmers, is revolutionizing the industry.
SoftMine goes beyond generating code snippets and autocomplete suggestions; it acts as a full-stack AI software engineer.
The platform quickly develops minimum viable products (MVPs) by scaffolding project structures, configuring dependencies, and automating testing and deployment.
SoftMine's natural language interface understands human-like descriptions and customizes the output accordingly.

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Logrocket

373

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Why you should stop obsessing over story points

Story points aim to provide relative units of complexity in estimating tasks, replacing traditional time-based estimations.
Benefits of story points include improved predictability, faster velocity estimation, and applicable insights for team members.
However, challenges arise in practice, such as difficulties in communication and translating story points to stakeholders.
Agile frameworks' widespread use led to the misconception that story points are suitable for all situations, which may not be the case.
Story points work well for constantly changing teams and ambiguous projects but may not be ideal for stable and predictable projects.
A balanced approach is suggested where both time-based estimates and relative units like story points are used based on the context.
Using story points for high-level project scale and time-based estimates for detailed sprint planning can provide a more comprehensive view.
In making decisions on using story points, consider factors like team stability, project ambiguity, and the need for clarity in communication.
Story points are a valuable tool but should not be universally applied; adapt the estimation approach based on the specific project requirements.
It is important to not force the use of story points and to prioritize clarity and practicality in selecting the estimation method for each situation.

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Medium

272

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7 Tips to make your python code production ready!

Modular & Reusable — Break down code into reusable functions and classes.
Prevent Breakages — Small changes shouldn't disrupt the entire system.
Logging — Use Python's logging module for efficient error tracking.
Avoid Hardcoded Paths — Store config settings in dedicated files or environment variables.

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Ubuntu Handbook

364

Code::Blocks 25.03 Released! How to Install it in Ubuntu 24.04 | 22.04

The Code::Blocks IDE released version 25.03 after a 5-year gap, introducing various new features and improvements.
Version 25.03 of Code::Blocks supports MinGW64, MSYS2, MSVC17, and TDM compilers, and C++ standards 23 and 26.
Additional enhancements include Jens Lody’s DisplayEvent core plugin, support for Linux riscv64 architecture, and improved HI-DPI support.
New features in Code::Blocks 25.03 include the ability to import/export global variable sets, a 'Reset all' button in the color editor, and drag'n'drop file support.
Installation options for Code::Blocks 25.03 on Ubuntu include using the official Debian package, an unofficial Flatpak package, or compiling from source.
To install using the official Debian package, download the relevant package for your system, decompress it, and install the .deb packages using the terminal commands provided.
For installation via Flatpak, install the Flatpak daemon package first, then run the command to install Code::Blocks 25.03 as a Flatpak package.
Compiling Code::Blocks 25.03 from the source tarball involves installing build dependencies, configuring the source, compiling, and installing it using terminal commands.
Following the installation, launch Code::Blocks by running the appropriate command in the terminal or searching for it in the application menu.
To uninstall Code::Blocks 25.03, use commands specific to the installation method, such as removing .deb packages or using Flatpak uninstall commands.
Additionally, remove any residual run-time libraries to clean up disk space after uninstalling the IDE.

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Medium

219

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New Cypress.stop() command: Improve Testing Efficiency with Effective Control

Cypress has launched a powerful new command, Cypress.stop(), designed to programmatically stop test execution.
This addition gives testers greater control over their automation or test scripts, optimizing efficiency by preventing unnecessary executions and reducing time wasted on failed or irrelevant scenarios.
Cypress.stop() allows early termination of test execution, saving resources and improving test reliability.
While powerful, improper usage of Cypress.stop() can lead to unintended consequences, so it should be implemented strategically.

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Medium

272

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Key Differences Between authRoutes.js and userRoutes.js

Separating authentication and user management offers significant benefits.
Having a modular backend with distinct routes for authentication and user management leads to easier management and extension.
Authentication logic stays in authRoutes.js, while user management is handled by userRoutes.js, ensuring separation of concerns.
Keeping /login inside authRoutes.js instead of userRoutes.js is a best practice that makes the backend modular, maintainable, and secure.

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