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The Punk Ethos of Open Source: How Linux Bridges Political Divides

The open source movement, particularly exemplified by Linux, shares similarities with the punk ethos, challenging traditional power structures and emphasizing community collaboration.
Both punk and open source advocate for DIY approaches, empowering individuals to create without the need for corporate control or hierarchical permissions.
Linux development incorporates both hierarchical elements like Linus Torvalds' authority and meritocracy, as well as distributed components allowing anyone to contribute.
Eric S. Raymond's comparison of the 'cathedral' and 'bazaar' models in software development reflects the blend of hierarchical and decentralized aspects seen in Linux.
The creation of Git by Linus Torvalds in response to a constraint showcases the punk attitude of building alternative systems when faced with limitations.
The evolution of Linux and open source to include collaborations with corporations demonstrates a complex relationship between principles and commercial interests.
Linux's success transcends political frameworks by combining effective organizational elements from different ideologies.
The Linux community embodies a balance between structure and rebellion, showing that pragmatic approaches can be effective in creating impactful systems.
In a politically divided world, Linux's refusal to be categorized along traditional political lines is akin to a punk rock rebellion.
The core message reflected by the Linux community is the importance of people and collaboration in building functional systems.

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Arstechnica

155

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AI isn’t ready to replace human coders for debugging, researchers say

AI models are not proficient in debugging and cannot replace human coders in this aspect, according to researchers at Microsoft Research.
Microsoft Research has developed a tool called debug-gym to evaluate and enhance AI models' debugging capabilities. It provides AI models with access to debugging tools that were previously unavailable for them.
Researchers found that, without the use of debug-gym, AI models perform poorly in debugging tasks. Even with the tool, they are still far from matching the expertise of experienced human developers.
Although AI has been integrated into varios aspects of software development, it is not yet ready to replace human coders for debugging purposes.

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Medium

202

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The 7 Python Mindsets That Took Me from Copy-Paste Coder to Confident Developer

Transitioning from a copy-paste coder to a confident developer involves adopting certain mindsets.
The first mindset is to focus on writing readable code that is not only executable but also maintainable and understandable.
The second mindset emphasizes the importance of hands-on learning and building projects, even if you don't have all the knowledge upfront.
Rather than waiting to feel ready, the key is to choose a problem of interest and challenge yourself to build a solution.

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Medium

138

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API Gateways with Ocelot in .NET

API gateways act as intermediaries that intercept incoming requests and route them to the appropriate destination.
Ocelot is an Open Source .NET Core based API Gateway especially useful for microservices architecture that need unified points of entry into their system.
Ocelot can transform claims in various ways, such as adding them to query string parameters or changing the downstream path template based on the claims.
Using Delegating Handlers in Ocelot allows injecting custom logic into the request/response pipeline before forwarding the request to the downstream service.

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Dev

142

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Breaking The Unbreakable: Bypassing Arkose Labs on iOS

This article focuses on the 'Orchestrated Visual Relay' bypass methodology developed to overcome an obscured WebView CAPTCHA encountered during iOS automation research.
The author utilized techniques like Frida diagnostics and an externalized CAPTCHA solving approach using Appium, OCR, image processing, and Python scripting.
The 'Orchestrated Visual Relay' concept involved capturing screenshots, OCR for text extraction, external CAPTCHA solving, and coordinating screen taps through Appium.
The core loop involved capturing, analyzing OCR results, sending tasks to external solvers, applying solutions via screen taps, and iterating through the process until completion.
While the technique was successful with a high individual puzzle success rate, challenges like API latency, complexity variations, timing detection, and OCR inaccuracies affected overall success rates.
The author highlighted key takeaways on CAPTCHA implementation, security implications, and emphasized the need for multifaceted defense strategies against automated attacks.
The 'Orchestrated Visual Relay' technique demonstrated the automation of visually interactive CAPTCHAs within obscured WebViews by combining Appium, OCR, and external solving methods.
This approach showcased the importance of innovating beyond traditional defenses in mobile automation and security contexts.
The author's research journey, spanning from Frida diagnostics to the Visual Relay solution, underlines the evolving challenges and opportunities in advanced mobile security research.
The article concludes by inviting readers to explore the author's full research on GitHub and LinkedIn, emphasizing the continual need for defenders to anticipate visual attack vectors.
Copyright © 2025 Neverlow512. All Rights Reserved.

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Dev

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Liquid vs Hydrogen: What Shopify Devs Should Know in 2025

Liquid and Hydrogen are two powerful tools for building Shopify storefronts.
Liquid is Shopify's traditional templating language, easy to start without hosting.
Hydrogen is a React-based framework, built for headless commerce, requires self-hosting.
Liquid is recommended for building or editing Shopify themes, while Hydrogen is suitable for high-performance, custom UI, and headless commerce experiences.

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Medium

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A Costly Lesson in DigiAsset Management: Protecting Your Assets on the DigiByte Blockchain

The DigiByte blockchain and DigiAssets offer a secure ecosystem for digital asset management.
Using a non-DigiAsset-supported wallet alongside a DigiAsset-compatible wallet with the same seed phrase can lead to asset loss.
Burning DigiAssets can occur when sweeping funds from a non-supported wallet to another wallet.
To prevent asset loss, it is essential to use a DigiAsset-supported wallet and verify transactions before executing.

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Dev

362

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Using Grammatical Evolution to Discover Test Payloads: A New Frontier in API Testing

Grammatical Evolution (GE), when fused with Genetic Algorithms (GA), opens up a beautifully chaotic new approach to payload discovery in API testing.
Genome, Grammar, Fitness Function, and Operators are the core components of Grammatical Evolution.
Grammatical Evolution allows meaningful payload structure with randomness, enabling injections, formatting errors, anomalies, and memory/delay triggers.
The system tracks payloads, finds vulnerabilities, and offers regression discovery, making it useful for QA engineers, security testers, and automation engineers.

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21 Likes

Dev

120

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How Vite resolves relative and absolute paths

When working with Vite, understanding path resolution for static assets is crucial for project success.
After building your project with Vite, the dist/ folder contains optimized files for deployment.
Vite utilizes absolute paths starting with / to reference files from the root of the site.
In development, Vite serves files in the public/ directory at the root level.
Relative paths in Vite point to files based on the current file's location.
Using absolute paths ensures consistency across different environments in Vite projects.
A real-life bug example demonstrates the importance of choosing the correct path structure.
Switching from a relative path to an absolute path resolved the bug encountered in the project.
Understanding path resolution in Vite can save time and prevent issues during development and deployment.
Recommendations include using absolute paths for public files, relative paths for src files, and testing in both dev and build environments.

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Dev

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Realms API: Isolated Execution Contexts

The Realms API in JavaScript allows for creating isolated execution contexts, offering a new way to manage module isolation and enhance security.
Realms help address global namespace conflicts and enable the creation of standalone modules or libraries in JavaScript.
Inspired by isolation mechanisms in other languages like Python and Java, Realms offer a solution to modularization challenges in JS applications.
The Realms API enables the creation of distinct execution environments with separate global objects, preventing interference from the global context.
By using Realms, developers can handle multiple versions of libraries without conflicts through isolated modules.
Realms do not share built-in objects like Promises, requiring specific handling for asynchronous code execution across realms.
Combining Proxies with Realms allows for advanced use cases such as tracking access to isolated variables or providing validation.
To communicate data between Realms while maintaining isolation, serialization can be used to safely send objects.
While Realms offer isolation benefits, they come with performance overhead which can be managed through optimization strategies like minimizing cross-realm calls and lazy initialization.
Developers should be cautious about pitfalls like circular references and security concerns when working with Realms, and consider using personalized logging mechanisms for debugging.

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Mjtsai

185

CSS “text-wrap: pretty” in WebKit

Support for text-wrap: pretty has been shipped in Safari Technology Preview, enhancing typography on the web.
WebKit is the first browser to evaluate and adjust the entire paragraph, improving readability and accessibility.
While other browsers also support this feature, their implementation is more limited.
The text-wrap: pretty algorithm may have performance concerns if dealing with exceptionally long text elements.

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11 Likes

Dev

384

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10 Top Rich Text Editors for React Developers in 2025

Draft.js: Backed by Facebook, highly customizable and extensible. Steeper learning curve.
Slate.js: Flexible and deeply customizable, great for handling large documents. Sparse documentation.
Quill: Quick to integrate, supports multiple formats, customizable. May consume more resources for complex needs.
CKEditor 5: Real-time collaboration, sleek user-friendly UI, feature-rich. Large bundle size.

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23 Likes

Dev

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Exploring Promises: .all vs .allSettled / .race vs .any

Promise.all vs Promise.allSettled: focus on result
Promise.race vs Promise.any: focus on speed

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2 Likes

Medium

397

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How to Add Optional Claims to an App in Microsoft Entra

To add optional claims to an app in Microsoft Entra, follow these steps:
Navigate to the App Registration portal and go to the Token Configuration pane.
Select the token type (ID, Access, or SAML) and choose the desired optional claim from the list.
For custom claims, go to the Enterprise Application portal, create an optional claim, and specify the claim conditions.

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Medium

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React vs Next.js vs Java: Which Stack Should You Choose for Your Next Project?

React.js is a JavaScript library developed by Facebook for building user interfaces.
Next.js is a React framework developed by Vercel, which enhances React with additional features.
React.js is suitable for building Single Page Applications (SPAs) and provides full control over routing and data fetching.
Next.js is ideal for server-side rendering, file-based routing, API routes, and offers full-stack capabilities.

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