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Network Theory and Predictive Analysis: The Case of Conclave

Using network theory and predictive analysis in the case of the conclave, researchers from Bocconi University accurately predicted the outcome of the papal conclave by examining relationships and patterns within digital ecosystems.
Network theory allows for the visualization of relationships and emergent patterns, identifying key influencers, hidden communities, and hierarchies of influence within a system.
Key concepts in network theory include nodes representing entities, edges representing relationships, centrality metrics like degree and betweenness, path analysis, and community detection.
By applying social network analysis to the College of Cardinals, researchers mapped human relationships, alliances, and power dynamics to predict conclave outcomes.
The study utilized various sources including episcopal consecration lines, informal relationships, and coalition-building metrics to understand networks of influence.
Network analysis has applications in legislative analysis, electoral campaigns, talent management, supply chain management, activism strategy, and impact analysis across various domains.
Challenges like privacy issues, bias concerns, and the evolving nature of networks are addressed through ethical frameworks and advanced analytical approaches.
Technological trends like relational big data and relational artificial intelligence are shaping the future of network analysis, enabling more sophisticated insights and predictions.
The success of predictive network analysis in the papal conclave case underscores the universal applicability and predictive power of network theory in diverse contexts.
Network theory emphasizes the relational nature of social reality, showcasing how human decisions and outcomes are influenced by interconnected relationships.
Understanding and navigating relational networks will be crucial in the connected future, offering advantages in comprehending and influencing complex systems.

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Dev

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Why Developers and Operations People Fight (And How to Stop Being Caught in the Middle)

DevOps is a collaboration between developers and operations to ensure successful outcomes in tech projects.
Developers focus on building features like login buttons, algorithms, and chat features, while operations ensure functionality and reliability.
Tension arises due to differing priorities: developers aim for speed and innovation, while operations prioritize stability and security.
High dev-ops collaboration leads to faster deployments, quicker incident recovery, and lower change failure rates.
Effective solutions involve promoting communication, setting shared goals, building common understandings, and learning both development and operations.
Tools like Docker, CI/CD, and monitoring tools help bridge the gap between developers and operations.
Successful engineers understand both development and operations, stay curious, and ask critical questions about system impacts.
Companies thrive when all team members work together towards common goals and understanding.
Beginners are advised to learn Docker basics, understand monitoring, practice deployments, and grasp incident response.
Continuous growth and progress are vital in tech, showcasing improvement through actions rather than just announcements.
Aiming for consistency and teamwork, understanding different perspectives, and aiming towards growth are essential in navigating dev-ops dynamics.

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Dev

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🚀 React 19: A Cleaner, Smarter Developer Experience — Here’s What I Found

React 19 is geared towards enhancing the developer experience by simplifying frontend development tasks.
Key improvements include stable Server Components for server-side logic, a new use() hook for asynchronous operations, and Server Actions for simplifying form handling.
The React Compiler in version 19 automates optimization tasks, resulting in cleaner code and reduced manual optimizations.
The update also focuses on enhancing UI experiences with smoother transitions and better Suspense functionality, ultimately streamlining the development process.

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Dev

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Refit in C# — The API Client That Writes Itself (Almost)

Refit is a REST library for .NET that auto-generates client code from OpenAPI/Swagger spec.
Using Refit eliminates the need for writing manual HttpClient logic and simplifies API integration.
Installing and using Refit involves generating client logic, models, and interfaces with minimal effort.
It emphasizes the importance of a clean Swagger spec for efficient API development and integration.

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Medium

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Satellite & Spaceborne Infrastructure Cybersecurity: Securing the Final Frontier

Satellites are crucial for various aspects of modern civilization, but they are vulnerable to digital threats due to their remote nature and outdated systems.
Threats to satellite infrastructure include jamming, spoofing of navigation signals, and potential control station compromises, necessitating a hybrid threat modeling approach.
Securing satellites requires a combination of cybersecurity measures, post-quantum cryptographic algorithms, authentication layers, and intrusion detection systems tailored for spaceborne assets.
Corporations are urged to prioritize satellite cybersecurity as breaches in space have existential consequences, emphasizing the need for collaboration and innovation in this critical domain.

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Dev

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🔥 FastAPI in Production: Build, Scale & Deploy – Series A: Codebase Design

The article is part of a series on building FastAPI codebases focusing on project structure, environment setup, dependency injection, and async I/O-bound API calls.
It emphasizes creating a clean, modular, and tested foundation for Python applications, drawing from real-world production experience.
The project structure overview includes modules like base, movies, tv series, shared, tests, and more, highlighting the organization of code and functionalities.
Project initialization involves setting up directories, files, and starting the FastAPI application using uvicorn with live reload enabled.
Request lifecycle in FastAPI involves routing, controllers, services, and tasks for handling HTTP requests, business logic, and async operations.
The testing section covers configuring pytest, unittest, and coverage tools to ensure comprehensive testing of controller and service modules.
In conclusion, the article focuses on project structure, request flow, and testing strategies to build a scalable FastAPI application.
Key takeaways include the importance of project organization, clear responsibility separation, and robust testing for code maintainability.
The article sets the stage for upcoming topics such as background tasks for CPU-bound operations in Part 2 of the series.
Overall, the article provides practical insights into building production-ready FastAPI applications with a focus on scalability and maintainability.
The author shares personal experiences and aims to bridge the gap between theoretical tutorials and real-world application development.

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Dev

257

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Play with BSD in 2025

BSD Unix continues to thrive in 2025, offering reliability, performance, and community-driven innovation.
Reasons to choose BSD Unix in 2025 include stability, performance, security features, cutting-edge networking capabilities, and a passionate community.
Modern developments in the BSD ecosystem include user-friendly interfaces, cloud integration, and enhanced package management systems.
Getting started with BSD Unix involves choosing a variant, downloading and installing it, mastering command line usage, and engaging with the community for support and learning.

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Dev

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Daily JavaScript Challenge #JS-196: Transform All Vowels to Uppercase in a String

Daily JavaScript Challenge: Transform All Vowels to Uppercase in a String
Create a function that changes lowercase vowels to uppercase in a given string while leaving other characters unchanged.
Difficulty: Easy, Topic: String Manipulation
Join the daily coding challenge to improve your programming skills and share your solutions and approaches.

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Dev

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Meridian Workflow – Build Type-Safe, Fluent Workflows in .NET +8 Without the Bloat

Meridian Workflow is a lightweight, developer-first engine for .NET 8+ that offers full control using clean, fluent, and type-safe definitions.
Meridian Workflow is fluent & type-safe, pluggable, secure, clean, and zero-dependency, making it ideal for automating approvals or managing state transitions.
The workflow can be defined, registered, and used with minimal effort in 5 steps using Meridian Workflow engine in .NET 8+.
Meridian Workflow comes with features like file upload support, custom business logic execution, task lifecycle management, action authorization, and hooks for adding logic cleanly.

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Medium

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Understanding DigiByte Core 8.22.2 and What’s Next

DigiByte Core 8.22.2 improves security, efficiency, and functionality, integrating enhancements from Bitcoin Core versions.
Taproot was activated on DigiByte blockchain at block height 21,168,000, enhancing privacy, scalability, and smart contract capabilities.
DigiByte Core 8.23.0 is required for full Taproot support within the core wallet, incorporating improvements from Bitcoin Core v23.
These upgrades aim to strengthen DigiByte's blockchain, making it more efficient, private, and capable of supporting new applications.

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Dev

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A Voyage through Algorithms using Javascript - Quick Sort

Quick Sort is a widely-used sorting algorithm known for its efficiency in computer science.
It follows a 'divide and conquer' approach by selecting a 'pivot' element and partitioning the array around it.
Quick Sort has an average-case time complexity of O(n log n) and is capable of in-place sorting.
However, its performance can degrade to O(n²) in worst-case scenarios, emphasizing the importance of pivot selection.
The algorithm recursively sorts sub-arrays on both sides of the pivot until everything is organized.
Quick Sort implementation in JavaScript involves selecting a pivot, partitioning, and recursive sorting.
The algorithm works by creating an invisible boundary and organizing elements in-place within the same array.
Quick Sort is not stable and can change the relative positions of equal elements during partitioning.
Its performance heavily depends on pivot selection, with good pivots leading to balanced partitions and optimal performance.
Advantages of Quick Sort include excellent average-case performance, in-place sorting, and cache efficiency.
Quick Sort is suitable for general-purpose sorting, memory-constrained environments, and performance-critical applications.

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Dev

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What Was Your First Programming Language — And Why Did You Start With It?

Many developers have a nostalgic memory of their first programming language, tied to discovery and problem-solving.
The first programming language can shape how we see technology and continue learning.
People start with programming languages through various ways like class assignments, tutorials, books, or curiosity.
It's interesting to reflect on your first programming language and whether it was a good starting point for beginners.

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Medium

155

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If Programming Languages were Named in Spanish

Learning Spanish and programming languages share similarities, but learning Spanish is considered harder due to less shared fundamentals.
Tiobe index will be used to translate programming language names from English to Spanish based on popularity.
Some Linux command translations from English to Spanish: kill - matar, sleep - dormir, make - hacer, cd - cambiar directorio, mkdir - crear directorio, touch - tocar, find - encontrar, sort - ordenar, uniq - `unic`, top - arriba, free - gratis, traceroute - trazarruta.
Considering creating aliases in Spanish for programming commands to practice Spanish while coding.

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Medium

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A very important topic to be discussed about the relationship between the roles in the mitosis…

The roles of Gakusei, Daigakusei, and Sensei in the Mitosis Discord community require meaningful contributions like helping others, creating content, or participating in events to earn them.
These roles follow a structured progression path of Gakusei → Daigakusei → Sensei, emphasizing increasing responsibility and expertise.
Nominations for role upgrades occur bi-weekly, ensuring that only consistent contributors advance to higher roles.
The roles are manually assigned through nominations by existing members, highlighting the importance of peer recognition and subjective evaluation of contributions.
Each role grants specific privileges within the community and access to exclusive rewards, with Sensei members having the most significant responsibilities.
The roles' names derive from Japanese terms, symbolizing a journey from student (Gakusei) to leader (Sensei) within the community.
Gakusei, Daigakusei, and Sensei roles are vital for community building, with Sensei members being described as the core offering guidance and support.
These roles serve as stepping stones to higher distinctions and opportunities like being recognized on leaderboards or earning exclusive roles.
Ongoing activity is necessary to maintain these roles, and inactivity can lead to revocation, aligning with the emphasis on community engagement.
The roles reflect a thematic choice by Mitosis, appealing to the crypto community's interest in culturally inspired frameworks and narrative progression.

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Dev

394

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How to use FFmpeg with C++ (Windows and GNU/Linux)

ffpp is a dynamic C++ library with an API for major FFmpeg tasks, designed for faster integration in GUI applications on both Windows and GNU/Linux.
On Windows, using ffpp library involves downloading libffppwin, creating a basic code, compiling with Clang, and running scripts to build and execute the program.
On GNU/Linux, after installing necessary dependencies and building ffpp from GitHub, a similar process for creating code, compiling, and running is followed.
The API examples with ffpp involve tasks like converting video formats, extracting frames, getting video information, and cutting a video from a specific time point with a specific duration.

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