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Medium

Stop Writing Messy React Code: Use These 10 Advanced Patterns Instead

The Compound Component pattern facilitates flexible component composition by allowing components to work together as a unit, sharing internal state implicitly.
Controlled components manage state with React, while uncontrolled components rely on the DOM for predictability in form behavior.
Utilizing render props in components enables reusable logic without the need for inheritance or higher-order components.
Higher Order Components (HOCs) help address cross-cutting concerns like logging, authorization, and theming by adding behavior to components.
Hooks in React, especially custom hooks, abstract complex behavior into reusable units, promoting logic reuse across functional components.
Allowing consumers control over state changes via reducer functions enhances component flexibility and customization.
To prevent unnecessary re-renders in large apps, leveraging libraries like use-context-selector or designing context values as separate slices in React context is recommended.
Dynamic rendering with access to internal state is achieved through a pattern where the child of a component is a function.
Separating concerns into 'smart' components for logic and 'dumb' components for UI improves testing and maintainability.
Making components truly reusable by allowing consumers to pass functions or options enhances component flexibility to fit various use cases.

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Knowridge

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Scientists create shape-shifting, color-changing materials for the future

Scientists have developed shape-shifting, color-changing materials called cholesteric liquid crystal elastomers (CLCEs), previously limited to flat surfaces, can now be 3D printed using Coaxial Direct Ink Writing (DIW).
CLCEs have a spiral-shaped inner structure that reflects light uniquely, allowing them to change color when under stress, opening up new applications in wearable tech, robotics, art, and sensors.
A new printing method surrounds the CLCE core with a transparent silicone shell, preserving its color-changing abilities and enabling complex 3D designs that react in real time to physical changes, offering feedback in healthcare settings and robotics.
The research team is exploring combining CLCEs with other smart materials and nature-inspired elements for self-repairing or biodegradable versions, envisioning a future where materials are responsive, intelligent, and can even adapt and redesign themselves over time.

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Tech Radar

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Been hiding from Windows 11 24H2 due to the fuss about all the bugs? There’s nowhere to run now as Microsoft’s made the update compulsory

Microsoft has made Windows 11's 24H2 update compulsory, entering the last phase of its rollout.
The update may be automatically pushed to some users' PCs soon, indicating Microsoft's confidence in its readiness.
However, PCs with compatibility issues will be blocked from receiving the 24H2 update for now.
Most Windows 11 Home and Pro edition devices will receive the update to version 24H2 automatically.
Users may encounter the update starting to download automatically in Windows Update.
Microsoft emphasizes the importance of updates for device security, indicating eventual installation regardless of settings.
Users have limited options to delay updates on Windows 11 Home and are encouraged to adjust update settings accordingly.
Avoiding the 24H2 update involves complex steps and usage of elements no longer present in Windows OS.
Despite concerns about bugs, Microsoft seems confident in the stability of the 24H2 update for broad deployment.
Windows 11 may see further updates such as 25H2, with ongoing improvements and changes to enhance user experience.

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Medium

292

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REST APIs Must Be Hypertext-Driven

REST is an architectural style for distributed systems, focusing on scalability, simplicity, and statelessness.
One of the key constraints introduced by Fielding for REST is HATEOAS (Hypermedia as the Engine of Application State).
HATEOAS mandates that a REST API must provide clients with hypermedia controls to interact with the application dynamically.
Without HATEOAS, an API might not be considered truly RESTful, as it should be hypertext-driven for flexibility and evolvability.

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Medium

192

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7 OOP Patterns That Will Make Your Flutter Code 5x More Maintainable

Flutter developers often face an architectural dilemma when dealing with Flutter projects.
A well-designed Flutter app might have a beautiful UI but could have a messy and unstable codebase.
Clean architecture is crucial for developers, as it impacts the everyday development experience and maintainability of the code.
Around 80% of bugs in Flutter projects are attributed to poor architectural decisions, highlighting the importance of implementing solid architectural patterns.

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Medium

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A Report on How We Keep Failing Faster: Why Are We Still Pretending Tech Works?

Tech projects continue to face high failure rates, with only 31% delivered successfully and 19% outright failing.
Despite advancements in technology and methodologies, the gap between promises and delivery persists.
The issue lies in building the right systems around technology, focusing on strategy, communication, and people.
Teams often prioritize output over outcomes, leading to short-term wins but long-term inefficiencies.
Poorly structured environments contribute to burnout, rework, and product failure, affecting even high-performing teams.
Success is correlated with skilled sponsors, structured discovery phases, and a focus on technical debt as a measurable liability.
Leadership incentives often neglect well-being, leading to burnout and erosion of focus and morale among developers.
Failure patterns are rooted in poorly designed workflows and a lack of clear communication protocols.
Pressure to deliver quickly results in cutting corners, accumulating technical debt, and increasing stress and confusion.
The reliance on euphemisms like 'pivoting' hides the underlying dysfunction in modern tech work, leading to broken products and promises.
To improve project success and team well-being, focus on leadership training, tracking technical debt, maintaining a balanced workload, and clarity in requirements.

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Webkul

403

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Complete Guide for Human Resource Management Systems (HRMS)

In today’s business world, companies are increasingly using HR Management Systems (HRMS) to effectively manage their teams and tasks.
An HRMS is software that centralizes key HR functions like employee information tracking, payroll, recruitment, time and attendance, performance management, and benefits management.
Key features of an HRMS include employee information management, payroll automation, hiring and onboarding support, time and attendance tracking, performance management tools, and compliance reporting capabilities.
HRIS (Human Resource Information System) handles basic employee data, while HCM (Human Capital Management) adds talent management features on top of HRIS functionalities.
HRMS, standing for Human Resource Management System, typically combines HRIS and HCM features and may include additional functionalities like payroll processing and detailed workforce planning.
Implementing an HRMS can benefit businesses by increasing efficiency, ensuring data accuracy and accessibility, improving employee experiences, enhancing compliance and security, and ensuring correct payroll processing.
When choosing an HRMS, consider factors like ease of use, scalability, integration capabilities, customization options, and available support tailored to your company's needs and goals.
The HR Management Development Cycle involves planning and analysis, design, development, quality assurance, launch and training, and ongoing support and updates to continuously improve the HRMS.
In conclusion, implementing an HR Management System can enhance HR processes, save time, facilitate better decisions, and contribute to overall organizational growth, efficiency, and employee satisfaction.

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Medium

259

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COTI Joins CBDC Project as “Pioneer” of ECB’s Digital Euro

COTI is helping the ECB with its Digital Euro project through conditional payments and Garbled Circuits technology.
COTI previously worked on the Digital Shekel Challenge for the Bank of Israel, enabling trustless transactions across borders.
The ECB's innovation platform aims to collaborate with various stakeholders for the Digital Euro project, focusing on retail payments and use cases.
The Digital Euro is set to be a digital complement to physical cash, providing secure and private payment options across the euro area.

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Beyondkey

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Everything To Know About Data Mesh Architecture

Data mesh architecture is a decentralized approach for large organizations to manage data without relying on a central system, allowing each team to manage their own data as a product.
It involves principles like treating data as a product, domain-oriented ownership, self-service data infrastructure, and federated data governance.
Data mesh architecture differs from a centralized data lake by enabling teams to publish and update their own data products, leading to faster sharing and collaboration.
Benefits include scalability, flexibility, collaboration, lower costs, improved data visibility, and support for remote work.
Various cloud providers offer data mesh architectures using tools like AWS Glue, Azure Data Lake, Google BigQuery, Snowflake, and Databricks.
Building a data mesh architecture involves forming data product teams, analyzing and defining data domains, designing data products, setting quality guidelines, implementing governance, choosing technology, and monitoring the system.
Challenges include ensuring data quality, managing security and compliance, integrating with legacy systems, and avoiding duplicated or conflicting data.
Data observability tools like Monte Carlo and DataBuck are essential for ensuring data quality and trustworthiness in a data mesh architecture.
Data mesh architecture is recommended for organizations struggling with slow reporting, siloed data, or scaling issues, especially those with multiple teams needing to collaborate.
Choosing the right data mesh architecture depends on factors like existing data locations, cloud tools, team structure, and security requirements.

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Beyondkey

353

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Everything to Know About AI/BI Genie

A 2024 survey found that over 80% of data science projects fail, rising to 90% for analytically immature organizations.
AI/BI genie from Databricks aims to make analytics faster and more accessible by using AI to provide insights in natural language.
The tool eliminates the need for writing queries or building charts, enabling quick access to data insights for all users.
AI/BI genie leverages the Lakehouse architecture of Databricks to analyze data, provide instant feedback, and suggest further insights.
It fills the gap for busy BI teams and enables business users to make faster decisions using AI-powered analytics.
AI/BI genie benefits various business functions like sales, finance, HR, and operations by offering faster answers and continuous learning capabilities.
Use cases for AI/BI genie include scenarios in healthcare and retail where natural language data insights play a vital role.
Databricks AI/BI genie is designed for the Databricks Lakehouse platform, providing unified data benefits and real-time data processing.
Implementing AI/BI genie is recommended for organizations seeking quicker data insights and broader user accessibility.
Beyond Key offers consulting services to help businesses set up and maximize the benefits of AI/BI genie for improved business intelligence.

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Beyondkey

219

Image Credit: Beyondkey

Artificial Intelligence Agents: The Digital Teammates Transforming Work

AI agents are transforming industries by moving from passive tools to proactive digital entities.
They learn, adapt, and interact naturally, reshaping work processes and enhancing efficiency.
AI agents predict delays, reroute shipments, and negotiate with suppliers autonomously.
These goal-driven and context-aware agents think, coordinate, and make decisions in real-time.
Businesses automate routine tasks, sync data, and provide round-the-clock support using AI agents.
AI agents optimize processes, streamline workflows, and enhance productivity across various sectors.
Advancements in AI capabilities include common sense understanding, human-like learning, and specialized expertise.
AI assistants in customer service and hiring exhibit proactive problem-solving and continuous improvement.
AI agents work proactively, pursue goals, solve problems efficiently, and constantly learn and improve.
The future of AI agents entails human-AI collaboration for amplified productivity and meaningful work.

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Dev

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Oasis Network: Building the Foundation for Privacy-Preserving AI on Web3

Oasis Network is leading the way in combining AI and blockchain technologies to prioritize privacy and security in decentralized applications.
Sapphire, the first confidential EVM, allows developers to create smart contracts with encrypted inputs, outputs, and state, supporting use cases like private DeFi bots and secure data analysis.
The recent introduction of zkTLS enables verifiable HTTPS data access for on-chain AI agents, ensuring secure interactions with off-chain APIs and web services without compromising trust or decentralization.
With mechanisms such as Runtime Off-chain Logic (ROFL) and ParaTime architecture, developers can now build AI systems that are scalable, context-aware, and prioritize user privacy, using ROSE as the core utility token.

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Bitcoinist

282

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Tropical Blockchain Boom: Maldives Unveils $9 Billion Crypto Investment Haven

The government of the Maldives has agreed on a $9 billion deal with a family office in Dubai to construct a blockchain and cryptocurrency hub in the capital city, Male, to attract investment and diversify the economy.
The project, larger than the Maldives' GDP, is planned to be completed in approximately five years and will cover 830,000 square meters, potentially employing 16,000 individuals.
Other places like Dubai, Singapore, and Hong Kong are already ahead in the crypto race, with initiatives like putting land records on blockchain and fostering ecosystems for tech and fintech companies.
Maldives' move towards building a financial center of this scale signals a significant departure for the nation, aiming to leverage the fast-growing crypto influence globally and attract investors.

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Scrum-Master-Toolbox

CTO Series: Jussi Mononen on the Human Side of Software Development and Technical Leadership

Jussi Mononen, CTO of CarbonLink, shares insights on software development, technical strategy alignment, and human elements in tech implementations through Agile principles.
Agile transformed Jussi's perspective on software development, emphasizing the importance of human dynamics over technical challenges.
Maintaining software is ongoing, with software truly 'done' only when it no longer exists.
Direct customer communication is vital for understanding core problems.
Creating a technical strategy aligning with business objectives requires maintainability and adaptability considerations.
Balancing technology choices includes evaluating familiarity, customer fulfillment, flexibility, and organizational speed.
Collaboration between tech and business thrives on respect, trust, focus on well-considered decisions, human potential maximization, and value for diverse viewpoints.
Strategic roadmapping entails weekly reviews, Trello use, seeking diverse signals, and communicating investment priorities.
Overcoming technical challenges involves handling conflicting needs, establishing shared direction, focusing on people, and attention to backlog items.
Jussi's leadership philosophy prioritizes context understanding, role models, continuous learning, and practical experiences.

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Educba

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eSIM for Remote Learning

eSIM for remote learning is playing a significant role in facilitating online education by ensuring seamless and flexible internet connectivity for students and teachers.
An eSIM, or embedded SIM, eliminates the need for physical SIM cards and allows easy activation of mobile data plans digitally.
Reliable internet connectivity is crucial for attending virtual classes, submitting assignments, accessing learning tools, and enabling smooth collaboration in remote learning.
eSIM benefits include seamless connectivity across different countries, flexibility in choosing networks, cost-effectiveness, and support for multiple devices.
eSIM technology reduces downtime with instant setup, encourages global collaboration, and offers practical benefits for schools and institutions providing online education.
Billion Connect is highlighted as a provider of eSIM solutions designed to support remote learners with coverage in over 190 countries.
eSIMs also contribute to environmental sustainability by reducing waste compared to traditional plastic SIM cards.
By bridging the gap between technology and education, eSIMs are essential for creating a connected and inclusive learning environment.
The future of remote learning looks promising with eSIM technology making education more accessible and convenient for all stakeholders.
eSIMs offer tangible benefits for students, teachers, and institutions, making remote learning more efficient and effective.

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