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Why I Replaced Node.js with Go — And Regretted It at First

The author replaced Node.js with Go due to performance bottlenecks, dynamic typing challenges, and npm dependency issues.
The transition to Go was not smooth initially, leading to regrets, but ultimately resulted in a happy ending.
The article discusses the reasons for switching from Node.js to Go, the challenges faced during the transition, and the long-term benefits.
The author shares their experience for those interested in backend technology choices and the realities of making a significant switch.

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Medium

188

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The Philosophy of Compound Components in React

Compound Components in React allow small parts to work together seamlessly to create a smart and complete system, emphasizing more than just visual design.
This approach focuses on creating a shared understanding and belonging between different UI elements, enabling a coordinated behavior.
By using Compound Components, developers can create a main component that manages the state and distribute it to child components for a simpler logic and better control over UI components like tab lists or dropdowns.
The Compound Components pattern facilitates clean separation between components, with one part defining the logic and others functioning as integrated elements for cohesive behavior.
This structured system involves coordinating components through shared context or props, allowing each component to fulfill its specific role without needing to understand the entire logic.
It offers developers the ability to hide complexity internally while providing a user-friendly interface, supporting a clear API design and enabling control over the component's inner workings.
The repeatability of the Compound Components pattern enables its application to various components within a design system, fostering a scalable and consistent approach to building UI components.
This pattern promotes teamwork and collaboration in coding by defining a shared structure where developers can work together on different parts of a component, reducing errors and easing feature additions.
To effectively utilize Compound Components, a systematic design approach is required, focusing on connections between parts, visibility of elements, and thoughtful architecture for better system design.
While Compound Components offer thoughtful and intentional coding for building meaningful relationships within a UI, developers need to be cautious of managing complex states and performance issues to ensure optimal functionality.
Alternative patterns like Render Props or Custom Hooks can be considered based on project needs, team dynamics, and goals, emphasizing the importance of understanding various tools for making informed choices.

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Medium

401

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Build a RAG system for your codebase in 5 easy steps

RAG (Retrieval-Augmented Generation) enhances LLMs by grounding them in external knowledge sources like specified documents such as code files.
It allows AI systems to retrieve relevant information from the codebase before generating answers, improving accuracy and reliability.
Setting up a RAG system for a codebase involves steps like creating a Vertex AI RAG Corpus, importing staged code files, defining tools for models like Gemini, and using SDK clients for queries.
Vertex AI RAG Engine provides a managed platform for handling data ingestion, vectorization, indexing, and retrieval, transforming how developers interact with and understand code.

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Medium

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Going Terminal- A Basic, Slightly Detailed Guide to Terminal Commands

The gist is being updated regularly to enhance the knowledge about terminal commands.
It acknowledges the vastness of computer science and the numerous commands available for use.
The list provides basic commands and their simple applications, with room for further exploration.
Sources include Brad Traversy's similar compilation and suggestions from Chat-GPT for structure and additional information.

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Medium

233

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Go’s Simplicity Saved Our Startup — Until We Needed Flexibility

A startup bet on Go, Google's minimalist programming language, for its simplicity which helped in creating a functional Minimum Viable Product (MVP) quickly.
As the startup's ambitions grew and requirements became more complex, Go's rigid design started to feel limiting, leading to the realization that flexibility was needed.
Founded in early 2022 with a lean team aiming to disrupt supply chain inefficiencies, the startup prioritized speed to build a platform for real-time data ingestion and actionable insights within six months.
The story highlights how the startup balanced Go's strengths in simplicity with the need for flexibility as the project evolved and requirements became more intricate.

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Medium

147

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How Testing Became My Code’s Lifeline

Testing code is crucial to respect users' experience, team's sanity, and future self.
Well-named tests communicate critical business rules effectively.
Structuring test logic using Given-When-Then pattern aids in readability.
Test-Driven Development (TDD) methodology emphasizes writing failing tests first, then code to pass them.

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Medium

381

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CSS Time Travel: Animate Historical UI States Like a Pro with @keyframes + State Machines

CSS Time Travel is a new approach to handling animations that allows interfaces to move back in time through historical states.
The technique uses CSS state machines, @keyframes, and class toggling to create directional, reversible, and context-aware transitions between UI states.
It enables components to have unique animations for different states and to move both forward and backward in time while playing the correct animations each way.
CSS Time Travel teaches developers to create logic-rich animations that behave like intelligent flows, making UIs feel more alive and responsive.

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Medium

260

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Communication in Code

Choosing good variable names is crucial in making your code readable and understandable.
Whitespace in your code acts as paragraphs, helping to group related pieces of code and improve readability.
When struggling to come up with good names, take your time and think about the purpose and context of the variable or function.
Writing good comments is essential in complex code to explain the reasoning and functionality clearly.

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Dev

219

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The Emergence and Impact of Gitcoin Token (GTC) in the Web3 Ecosystem

The Gitcoin Token (GTC) bridges blockchain innovation and community-driven governance within the Web3 ecosystem.
GTC serves as a governance and incentive tool in the Gitcoin ecosystem, emphasizing decentralized governance and quadratic funding.
Introduced in May 2021, GTC empowers developers, promotes transparency, and fosters collaboration in open-source projects.
Key milestones include its introduction as a governance token, focus on community involvement in decision-making, and integration with Web3 applications.
Core features like decentralized governance, quadratic funding, incentivizing developers, and integration with decentralized applications set GTC apart.
GTC enables decentralized participation, transparent funding allocation, enhanced developer rewards, and scalability across multiple platforms.
Practical applications include funding open-source projects, decentralized governance for dApps, and cross-platform collaborations.
Challenges for GTC include user adoption, market volatility, governance vulnerabilities, and regulatory considerations.
Future trends focus on scalability, educational initiatives, interoperability, evolving incentive models, and community empowerment.
GTC's promising future lies in innovations such as layer 2 integration, cross-chain adaptability, hybrid token models, and enhanced educational initiatives.
Overall, GTC reshapes decentralized innovation, governance, and funding models in the Web3 era, offering a vision of collaborative and sustainable digital ecosystems.

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Knowridge

148

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Scientist find way to turn banana stems into fabrics and hair extensions

Researchers in Uganda are repurposing waste from banana plants into textiles, hair extensions, and sanitary pads to capitalize on the global trend toward eco-friendly materials.
The Banatex-EA project at Busitema University, led by Edwin Kamalha, has successfully transformed banana stems into spinable fibers for creating various items, offering a new income source for farmers.
Challenges include the stiffness of banana fibers, restricting their use, as well as regulatory obstacles in Uganda inhibiting genetic engineering for enhancing fiber-producing banana plants and exporting products due to lack of international product codes.
Despite hurdles, supporters like TEXFAD see vast potential in banana fiber, aiming to boost Uganda's textile industry by training youth and generating demand for these innovative products.

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Idownloadblog

157

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Nugget v5.2.1 update released with additional bug fixes & improvements

iOS developer LeminLimez released Nugget version 5.2 earlier this week for macOS and Windows with new enhancements and bug fixes.
A smaller bug fix update, version 5.2.1, was released on Friday evening, addressing additional bugs to improve user experience.
Changes in Nugget version 5.2.1 include embedding ffmpeg into the Windows app, fixing conversion issues, and resolving set option problems.
Nugget utilizes the SparseRestore exploit to offer jailbreak tweak-like functionalities on iOS 17 and 18, making it popular among users unable to jailbreak, with features like custom animated wallpapers.

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Medium

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A Self-Guided Performance Assessment for Agile Delivery Teams

Teams often neglect to address failing builds and tests, lacking curiosity and follow-through into production.
This article proposes a self-guided performance assessment for agile delivery teams to evaluate how they work together.
Focusing on team dynamics and collaboration, the assessment aims to complement existing delivery performance metrics like DORA and Flow Metrics.
The framework encourages teams to assess themselves across key dimensions such as collaboration, planning, code quality, and operational readiness.
It provides reflection prompts and signs of struggle in various categories to help teams identify areas for improvement.
Teams are advised to use the tool during retrospectives, make it their own by customizing dimensions, and leverage metrics to enrich discussions.
The assessment promotes self-awareness, open conversations, and a focus on continuous improvement for high-performing teams.
Teams can decide their performance level and explore actionable insights to enhance their working dynamics.
This reflective framework serves as a resource for enhancing team cohesion, fostering trust, and strengthening overall capability.
By initiating intentional reflection, teams can adapt, improve, and succeed not just in meeting deadlines but in evolving together.
The focus is on enhancing team performance by considering not just the 'what' but also the 'how' of delivery.

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Dev

192

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Embracing Rich Domain Objects: A Practical Guide

Rich Domain Objects (RDO) advocate for encapsulating both state and behavior within domain entities, promoting a cohesive architecture.
RDOs in Domain-Driven Design (DDD) model software entities based on data structure, domain responsibilities, and behavior.
Benefits of RDOs include encapsulation of business logic, improved domain consistency, self-validation, and business-aligned code.
A practical example demonstrates implementing an Athlete class using RDO principles in Java, ensuring valid and synchronized data.
Through automatic category assignment based on age rules, the Athlete class maintains consistency and avoids invalid object states.
Rich Domain Objects facilitate easier testing due to embedded business logic, resulting in more reliable unit tests.
Embracing RDOs leads to more robust, behavior-oriented domain modeling, aligning systems with real-world business processes.
By embedding business logic in domain entities, applications become more resilient and expressive, reducing bugs and enhancing testing.
A fundamental question to consider is whether an object should only store data or also manage and validate that data for a more effective design.
RDOs enable developers to create maintainable systems aligned with stakeholder language, offering clearer APIs and better testing.

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Medium

273

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Animation Evolves: AI, Cloud, and VR Reshape Creative Boundaries

Animation is undergoing a transformation driven by AI, cloud computing, and virtual reality technologies, redefining traditional tools and workflows.
AI is serving as an 'intelligent brush' in animation, automating tasks, suggesting creative directions, and enhancing the artistic process without replacing human creativity.
Adobe Sensei, an AI framework, streamlines animation workflows by automating tasks like content-aware fill and rotoscoping, allowing artists to focus on creativity.
Cloud-based animation software is democratizing the field, offering affordable access to professional tools and enabling global collaboration among artists.
Motion capture technology combined with advanced editing tools is pushing the boundaries of character realism in animation.
Virtual reality uses animation to create immersive environments and interactive experiences, emphasizing the importance of high-quality animation for user engagement.
AI, cloud computing, and VR are driving innovation in animation, with future advancements expected to enhance collaborative capabilities and immersive storytelling.
The future of animation is predicted to be more creative, accessible, and immersive, offering audiences new ways to engage with stories and virtual worlds.

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Medium

421

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How to Vibe Code without breaking everything

Vibe coding can lead to chaos when AI helpers rewrite code, but Task Master AI can help manage tasks effectively.
Task Master AI is a free, open-source tool that transforms vague AI prompts into clear and sequenced tasks to prevent codebase disruptions.
The tool enables building automated, agent-based research loops with detailed tasks, tests, and self-healing documentation.
By defining small, clear tasks, Task Master AI reduces the risk of AI models rewriting entire projects and ensures task boundaries are understood.

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