VDS vs Shared vs Dedicated vs Cloud. What is The Best Option for You?
Infrastructure
26.10.2021
10 min read
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There are many technologies used to deploy projects on the web. Some are cheap and simple to configure. Others are more complex but capable of many things.
Let us take a closer look at them. VDS versus Shared versus Cloud and Dedicated servers. How they are different and which is the best.
What is Hosting?
Hosting is a platform that provides developers, webmasters, and administrators with a special combination of software and hardware (this combination is also called a "server") that is used to publish applications and websites on the internet (this process is called "deploying").
What is Shared Hosting?
This is a very affordable solution which allows many beginners to host their websites on the Internet fairly easily. Functionally they’re restricted but essentially quite close to more powerful servers so you’ll be on par with most of the developers and webmasters out there. You will have a database, a domain name, access to a FTP-server to deploy files on your site, and everything else that is necessary to host a fully functional website.
But there are two massive caveats. First of all, you won’t have any control of the apps and services you run on your "kinda server". Moreover, you don’t get robust performance using sharing-hosting because of its technical nature.
How Does Shared Hosting Work?
Shared hosting is not real hosting (and is not even close to a fully-fledged server). That is why people sometimes call it "virtual". When you rent Shared hosting you get a certain amount of space on SSD and a piece of software running on a remote computer and emulating workspace for website deployment. And your website will be on the same hard drive as many other websites. Why is this considered a problem?
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Even on best shared web hosting the hardware power is noticeably restricted because you share it with others. Also, when one user’s site from one virtual hosting is "stress-tested" by a big chunk of an audience, your website will be affected too.
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Moreover, webmasters renting Shared hosting have no control over the used server. It is managed by an administrator provided by the host. So, there’s no real privacy.
What is Shared Hosting Used For?
The technology itself has no specific purpose. You can deploy any type of website on Shared hosting.
In most cases, it is used for publishing static pages (portfolios, landing pages, etc.) and has limited performance and functionality. But some webmasters successfully use it to maintain large projects based on a popular (and resource-demanding) site builder called WordPress.
It can’t be used to run complex web applications because you need a lot of tools to launch them and hosts will never let you install them on shared hardware.
How to Choose the Best Shared Hosting?
Shared hosts are usually not so different from each other. When considering what is the best solution for your project you should pick a host with a good reputation. Something big in terms of the user base.
This approach guarantees the safety of files stored on the server and qualified help from the host’s support team.
Also, you should rent a server with enough space and a fast CPU, so visitors of deployed sites do not experience constant performance drops.
Best shared web hosts are:
What is VPS Hosting?
VPS stands for Virtual Private Server. You might notice that we are once again talking about virtual servers but there is a difference that lies deep inside a technological implementation of VPS.
An alternative way of configuring such servers opens many new opportunities for anyone who rents a VPS. You can deploy it on fully functional web applications, databases of any size, and even operating systems like Windows and work with it remotely. Anything you want. And in most cases without performance drops and privacy issues.
And at the same time, such hosts are not too pricey, so they become one of the most common solutions for any developer or webmaster.
How Does VPS Hosting Work?
Under the hood of VPS, a curious person might discover technology called virtualization. As is the case with shared hosts you have a piece of software that imitates a server. But more advanced software makes it possible to create a totally isolated workspace for every developer and it feels and works like an actual computer even though it is not.
There are different tools to virtualize PCs but the most common are OpenVZ and KVM.
The first one works on Linux and lets webmasters quickly add or remove hardware components from virtual servers adapting it to the ever-changing criteria of an actual server. The last one gives you extremely profound access to system components. Even BIOS. And lets you use a Windows Server.
What is a VPS Server Used For?
For anything you would like. A tremendous amount of exaggerated corporations and small online shops use VPS’s to host their projects online. You can deploy on it WordPress-based sites and their counterparts like Drupal or Joomla. It is possible to publish Node.js or Flask applications. Also, webmasters might avail themselves of VPS’s to access remote databases.
Whatever you can do with the real thing, you can do using a Virtual Private Server with KVM technology virtualization utilized.
How to Choose the Best VPS Hosting
First of all, you have to choose what virtualization technology to use. If you need something cheaper but less functional and secure, it would be better to rent a server with OpenVZ-hypervisor preinstalled. If you need something more robust, performant, and functionally unrestricted, you should choose a server with KVM- or VMWare-hypervisor preinstalled.
Characteristics like the reputation of the host and hardware are also important.
Furthermore, if you are happy with the price for renting your chosen VPS, you might find options with a free domain name and better support for different control panels, etc.
Some of them, like Hostman, offer machines with preinstalled software (gaming servers, databases, analytics systems, etc.) and without any need to manually configure the remote OS.
Best VPN hosts are:
What is VDS hosting?
What does VDS stand for? Virtual Dedicated Server. Another virtual server? I would say the same because it is actually identical technology overall. But some webmasters for an unknown reason decided that VPS are servers that use OpenVZ (and similar software) exclusively and dedicated virtual servers are ones that use KVM, XEN, VMWare, and more similar technologies.
If you are more comfortable with such a definition try to imagine VPS as a Linux-based virtual server with more flexible hardware settings but less control and VDS to be the one with unprecedented control and the opportunity to choose any OS to install on a rented remote PC.
What is a Dedicated Server?
Here we finally have an actual computer. No virtualization, no shared hardware. It is a server in its pristine form. You just ask the host to rent you a PC with all the components inside belonging to you when you pay.
The good thing about dedicated servers (or bare-metal servers) is that they are completely independent. You are protected from other's mistakes and your server will not shut down because webmasters and developers broke stuff using the same piece of SSD that was rented by you.
You get as much power as a rented PC can give, and the same thing goes for privacy.
How Does a Dedicated Server Work?
There is no reason to implement technologies like virtualization to manipulate dedicated servers. It is a computer, so the only application you need is some kind of utility that helps access the rented server remotely.
In the case of a Linux server, you might want to use a built-in OpenSSH client. This is a program used by developers and webmasters to pass commands to the terminal inside the Linux system running on a remote computer through a secure protocol that protects the connection between you and the host.
In the case of Windows Server or macOS Server, you need to find proprietary software (first-party or third-party is not so important) that can establish a connection between two PCs from different networks.
What is a Dedicated Server Used For?
It is a much more powerful type of hosting than VPS so you can naturally deploy any kind of site or application that is supported by a virtual server.
But usually developers rent such powerful hardware platforms to deploy especially resource-demanding projects. The first thing that comes to mind is gaming servers. Virtual worlds where the success of skilled players depends heavily on a strong network connection and overall stability of the gaming platform.
The best choice for those who need a lot of power without any limitations.
How to Choose the Best Dedicated Server?
Choosing a dedicated server is like choosing an actual computer for your needs. A lot of attention should be paid to the hardware itself. If you know that your app needs about 16 GBs of RAM to run smoothly, consider renting a more powerful server so it will not falter after launching.
Try to find a host that not only gives you a capable machine but also offers a security certificate and a free domain name. Also, good hosts can boast of a proactive and effective support team.
Best dedicated servers are:
What is Cloud Hosting?
The last solution in our guide is cloud hosting. Think of it as a VPS but on a larger scale. They are quite close to each other in terms of usability and even technical aspects. The main difference is the potential performance of both.
Cloud hosting has no limits in terms of power and capability. It is such a flexible structure that you can adapt it to be the best platform for a website or application of any type. And this one will be easy to operate and profitable as well.
How Does Cloud Hosting Work?
This one is similar to a VPS because cloud hosting is an ephemeral segment of virtual resources but Shared hosting, VPS and VDS do not come close to matching the flexibility of clouds.
When you rent a VPS you get a certain amount of "power" accessible once you buy more on the same or another physical server. Cloud is different because it is not a server at all but a vast number of computers around the globe that together form a network of available resources to deploy and maintain an application or database of any scale and purpose.
And what is also important, one provider can offer cloud hosting for thousands of clients but they never affect each other’s projects in any way. You get complete isolation.
What is Cloud Hosting Used For?
The effortless scalability of cloud-hosted servers makes them perfect for any type of task. Any developer or webmaster can set up a unique configuration of his own cloud to meet the renter’s demands. And the cloud itself will be altered so the hosted application always works best for any user trying to access it.
The other good thing about clouds is you get the benefits of capabilities of physical devices. You can use the system components of many of them.
And that is why cloud hosting is just an uncompromising solution to create virtual workspaces, large archives of data, dynamically changing apps, giant gaming servers, etc.
How to Choose the Best Cloud Host?
There aren’t that many providers of clouds that are considered good. You should probably look at solutions from the best cloud hosting providers like Google, Amazon, IBM, and Microsoft as the most reliable and functional.
All four corporations offer amazing solutions for any kind of project.
That is it. Now you know what the difference is between different types of hosting and what type to choose for your individual project so there will be no reliability issues.
Infrastructure
26.10.2021
10 min read
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Infrastructure
VMware Cloud Director: What It Is and How to Use It
VMware Cloud Director (formerly vCloud Director, or “vCD”) is a modern solution for cloud providers, mainly designed for building virtual data centers on top of physical infrastructure. The platform allows combining all of a data center’s physical resources into virtual pools, which are then offered to end users on a rental basis.
It integrates tightly with VMware’s own technologies: vCenter and vSphere. vCenter is a set of tools for managing virtual infrastructure, and vSphere is the virtualization platform for cloud computing.
Key Capabilities of VMware Cloud Director
Creation of virtual data centers (vDCs) with full isolation of virtual services and resources.
Migration of virtual machines (VMs) between clouds, and self-deployment of OVF templates.
Snapshots and rollback of VM changes.
Creation of isolated and routable networks with external access.
Integrated, tiered storage with load balancing between virtual machines.
Network security: perimeter protection and firewalling.
Encryption of access to cloud resources to secure the virtual infrastructure.
Unified authentication across all VMware services (single sign-on) so users don’t need to re-authenticate.
Deployment of multi‑tier applications as ready-made virtual appliances, with VMs and OS images.
Allocation of isolated resources for different departments within a single virtual structure.
How VMware Cloud Director Works
VMware Cloud Director uses a multi-tenant model. Rather than building a dedicated environment for every customer, it creates a shared virtual environment. This reduces infrastructure maintenance costs massively: for large cloud providers, savings can reach hundreds of thousands or even millions of dollars per year, which in turn lowers the rental cost for end users.
Resource consumption model:
Using vCenter and vSphere, the provider aggregates physical resources into a shared pool called a “virtual data center” (vDC).
From that pool, resources are allocated into Org vDCs (Organizational Virtual Data Centers), which are the fundamental compute units consumed by customers.
VMware Cloud Director syncs with the vSphere database to request and allocate the required amount of resources.
Org vDCs are containers of VMs and can be configured independently. Customers can order different numbers of Org vDCs for different purposes, e.g., one Org vDC for marketing, another for finance, a third for HR. At the same time, interconnectivity can be established between these Org vDCs, forming a large, virtual private data center.
It’s also possible to combine Org vDCs into multiple networks. Additionally, within those networks, one can create vApps (virtual applications) made up of VMs, each with their own gateways to connect to Org vDCs. This setup allows building virtual networks of any architecture, isolated or routable, to match various business needs.
When such a network is created, the provider assigns a user from the customer organization to the role of network administrator. A unique URL is also assigned to each organization. The administrator is responsible for adding or removing users, assigning roles and resources, creating network services, and more. They also manage connections to services provided by the cloud provider. For instance, VM templates or OVF/OVA modules, which simplify backup and VM migration.
Resource Allocation Models in VMware Cloud Director
VMware Cloud Director supports several models for allocating resources, depending on how you want to manage usage:
Allocation Pool: You set resource limits and also define a guaranteed percentage of the shared pool for a user. This model is good when you want predictable costs but don’t need full reservation.
Pay-As-You-Go: No guaranteed resources, only consumption-based; ideal if usage is variable. The model is flexible and fits users who want to grow gradually.
Reservation Pool: You reserve all available resources; user requests are limited only by what the provider’s data center can supply. Reservation Pool is suited for organizations that need fixed performance and large infrastructure.
Useful Features of VMware Cloud Director
Here are several powerful features that optimize resource usage, routing, and tenant isolation:
Delegation of Privileges
You can assign network administrators from the users of each organization. These admins get broad rights: they can create and manage VMs, deploy OVF/OVA templates, manage VM migration, set up isolated/routable networks, balance VM workloads, and more.
Monitoring and Analytics
Cloud Director includes a unified system for monitoring and analyzing VM infrastructure: VMs, storage, networks, memory. All data is logged and visualized in a dedicated dashboard, making it easier to detect and resolve problems proactively.
Networking Features
Networking in vCloud Director supports dynamic routing, distributed firewalls, hybrid cloud integration, and flexible traffic distribution. Many of these features are now standard in the newer versions of Cloud Director. If you don’t already have some of them, you may need to upgrade your NSX Edge and convert it to an Advanced Gateway in the UI.
Dynamic routing improves reliability by eliminating manual route configuration. You can also define custom routing rules based on IP/MAC addresses or groups of servers. With NSX Edge load balancing, incoming traffic can be distributed evenly across pools of VMs selected by IP, improving scalability and performance.
Access Control and More
You can create custom user roles in the Cloud Director UI to control access tailored to organizational needs.
VMs can be pinned to specific ESXi host groups (affinity rules), which helps with licensing or performance. If Distributed Resource Scheduler (DRS) is supported, Cloud Director can automatically balance VMs across hosts based on load.
Additional useful features include automatic VM discovery and import, batch updating of server cluster cells, and network migration tools.
25 November 2025 · 5 min to read
Infrastructure
Why Developers Use the Cloud: Capabilities and Advantages
Today, up to 100% of startups begin operating based on providers offering services ranging from simple virtual hosting to dedicated servers. In this article, we will examine the advantages of cloud computing that have led to its dominance over the “classic” approach of having a dedicated server in a separate room.
Cloud Use Cases
Typical scenarios for using cloud technologies include:
Full migration of a business application to a remote server. For example, enterprise resource planning or accounting software. These applications support operation via remote desktop interfaces, thin clients, or web browsers.
Migration of specific business functions. Increasingly, archival copies are stored in the cloud while software continues running locally. Alternatively, a backup SQL server node can be hosted remotely and connected in case the local server fails.
Implementation of new services. Businesses are increasingly adopting automated systems for data collection and analytics. For example, Business Intelligence (BI) technologies have become popular, helping generate current and comparative reports.
Interaction between local and cloud environments. Hybrid services are well established in large networks. For example, a retail store may operate a local network with an on-site server, receive orders from an online store, and send requests back to transport companies, and so on.This setup allows offline operation even if the internet is fully disconnected: processing sales, receiving shipments, conducting inventories, with automatic synchronization once connectivity is restored.
These examples represent foundational scenarios, giving developers plenty of room to innovate. This is one reason more and more coders are attracted to the cloud.
Advantages
Now let’s examine the advantages and disadvantages of cloud computing. Yes, the technology has some drawbacks, including dependency on internet bandwidth and somewhat higher requirements for IT specialists. Experienced professionals may need retraining, whereas younger personnel who learn cloud technologies from the start do not face such challenges.
Speed
Software development often requires significant time and effort for application testing. Applications must be verified across multiple platforms, resolutions, and device types. Maintaining local machines dedicated to testing is inefficient.
Cloud computing solves this by enabling rapid deployment of virtually any environment, isolated from other projects, ensuring it does not interfere with team development. High deployment speed and access to cloud services also encourage IT startups to launch almost “from scratch,” with minimal resource investment.
The advantages of cloud services are especially critical when development volumes periodically expand. Purchasing hardware consumes a developer’s most valuable resource: time. In the cloud, selecting a plan takes just a few minutes, and the setup of a remote host for specific tasks can begin immediately. Hardware resources on the remote server, such as CPU cores, memory, and storage, can also be easily adjusted.
Security
Building a private server is expensive. Besides the powerful machines, you will need backup power and internet lines, a separate room with air conditioning and fire protection, and security personnel to prevent unauthorized access. Cloud providers automatically provide all these features at any service level.
Other security advantages include:
Easier identity and access management (IAM).
Higher reliability for continuous business operations.
Protection against theft or seizure of storage devices containing sensitive data.
On a cloud server, users cannot simply plug in a USB drive to download files. Data does not reside on local machines, and access is controlled according to company policy. Users only see what their role allows. This approach reduces the risk of viruses and accidental or intentional file deletion. Antivirus software runs on cloud platforms, and backups are automatically maintained.
Cost Efficiency
Purchasing server hardware is a major budget burden, even for large corporations. Before the cloud boom, this limited IT development. Modern developers often need test environments with unique infrastructure, which may only be required temporarily. Buying hardware for a one-time test is inefficient.
Short-term rental of cloud infrastructure allows developers to complete tasks without worrying about hardware maintenance. Equipment costs directly impact project pricing and developer competitiveness, so cloud adoption is advantageous. Today, most software is developed for cloud infrastructure, at least with support for it.
Maintenance, storage, and disposal costs for IT equipment also add up. Hardware becomes obsolete even if unused. This makes maintaining developer workstations for “simple” desktop software costly. Offloading this to a cloud provider allows developers to always work with the latest infrastructure.
Convenience
Another cloud advantage is ease of use. Cloud platforms simplify team collaboration and enable remote work. The platform is accessible from any device: desktop, laptop, tablet, or smartphone, allowing work from home, the office, or even a beach in Bali. Clouds have become a foundation for remote work, including project management.
Other conveniences include:
Easy client demonstrations: Developers can grant access and remotely show functionality, or run it on the client’s office computer without installing additional components.
Quick deployment of standard solutions: Setting up an additional workstation takes only a few minutes, from registering a new user to their trial login. New developers can quickly join ongoing tasks.
Easy role changes: In dynamic teams, personnel often switch between projects. Access to project folders can be revoked with a few clicks once a task is completed.
This also applies to routine work: adding new employees, blocking access for former staff, or reassigning personnel. A single administrative console provides an overview of activity and simplifies version tracking, archiving, and rapid deployment during failures.
Stability
Another factor affecting developer success is the speed of task completion. Beyond rapid deployment, system stability is critical. On local machines, specialists depend on hardware reliability. A failure could delay project timelines due to hardware replacement and configuration.
Moving software testing to the cloud enhances the stability of local IT resources, particularly in hybrid systems. Cloud data centers provide Tier 3 minimum reliability (99.982% uptime) without additional client investment. Resources are pre-provisioned and ready for use according to the chosen plan. Development, testing, and operation are typically conducted within a single provider’s platform, in an environment isolated from client services.
Conclusion
Cloud technologies offer numerous advantages with relatively few drawbacks. Businesses and individual users value these benefits, and developers are encouraged to follow trends and create new, in-demand products. Virtually all commerce has migrated to the cloud, and industrial sectors, especially those with extensive branch networks and remote facilities, are also adopting cloud solutions.
25 November 2025 · 6 min to read
Infrastructure
PostgreSQL vs MySQL: Which Database Is Right for Your Business?
PostgreSQL and MySQL are among the most popular relational databases. In this article, we will examine the functional differences between them and compare their performance so that you can choose the database that is suitable for your business.
PostgreSQL vs MySQL
Despite the increasing similarity in features between PostgreSQL and MySQL, important differences remain. For example, PostgreSQL is better suited for managing large and complex databases, while MySQL is optimal for website and online-application databases because it is oriented toward speed. This follows from the internal structure of these relational database systems, which we will examine.
Data Storage in PostgreSQL and MySQL
Like any other relational databases, these systems store data in tables. However, MySQL uses several storage engines for this, while PostgreSQL uses only a single storage engine. On one hand, this makes PostgreSQL more convenient, because MySQL’s engines read and write data to disk differently. On the other hand, MySQL offers greater flexibility in choosing a data engine.
However, PostgreSQL has an advantage: its storage engine implements table inheritance, where tables are represented as objects. As a result, operations are performed using object-oriented functions.
Support
The SQL standard is over 35 years old, and only the developers of PostgreSQL aim to bring their product into full compliance with the standard. The developers of MySQL use a different approach: if a certain feature simplifies working with the system, it will be implemented even if it does not fully conform to the standard. This makes MySQL more user-friendly compared to PostgreSQL.
In terms of community support, the number of MySQL developers still exceeds those working with PostgreSQL, but you can receive qualified help in both communities. In addition, many free guides and even books have been written about PostgreSQL, containing answers to most questions. It is also worth noting that both platforms are free, but MySQL has several commercial editions, which can sometimes lead to additional expenses.
Programming Languages
Both systems support a wide range of programming languages. Among the popular ones are C++, Java, Python, lua, and PHP. Therefore, a company’s development team will not face difficulties implementing features in either system.
Operating Systems
MySQL is a more universal system that runs on Windows, Linux, macOS, and several other operating systems. PostgreSQL was originally designed for Linux, but with the REST API interface, it becomes an equally universal solution that operates on any OS.
Data Processing
PostgreSQL provides more capabilities for data processing. For example, a cursor is used for moving through table data, and responses are written to the memory of the database server rather than the client, as in MySQL. PostgreSQL also allows building indexes simultaneously for several columns. It supports different index types, allowing work with multiple data types. This database also supports regular expressions in queries. However, new fields in PostgreSQL can only be added at the end of a table.
Parallel data processing is better organized in PostgreSQL because the platform has a built-in implementation of MVCC (multiversion concurrency control). MVCC can also be supported in MySQL, but only if InnoDB is used. Concerning replication, PostgreSQL supports logical, streaming, and bidirectional replication, while MySQL supports circular replication as well as master-master and master-standby. Replication refers to copying data between databases located on different servers.
PostgreSQL and MySQL: Performance Comparison
Testing is fair only when comparing two clean, “out-of-the-box” systems. Indexed testing provides the following results:
Insertion: PostgreSQL is more than 2.7× faster, processing a 400,000-record database in 5.5 seconds versus 15 seconds for MySQL.
Inner join: PostgreSQL processes 400,000 records in 1.1 seconds, MySQL in 2.8 seconds: a gain of more than 2.5×.
Indexed sorting: PostgreSQL processes the same number of records in 0.9 seconds, MySQL in 1.5 seconds.
Grouping: For the same 400,000-record database, PostgreSQL achieves 0.35 seconds, MySQL 0.52 seconds.
Indexed selection: PostgreSQL is 2× faster: 0.6 seconds vs. 1.2 seconds.
When it comes to updating data, PostgreSQL’s update time increases gradually as the number of records grows, while MySQL processes them in roughly the same time, starting from 100,000 records. This is due to different data-storage implementations. Nevertheless, PostgreSQL holds a significant advantage over MySQL even with large data volumes: 3.5 seconds versus 9.5 seconds for 400,000 records—more than 2.7× faster.
Without indexes, PostgreSQL also shows surprisingly high performance, processing a 400,000-record database in 1.3, 0.7, and 2.2 seconds for inner join, selection, and update operations, respectively.
Thus, PostgreSQL delivers an average performance advantage of about 2× (2.06). Although MySQL was originally positioned as a high-performance platform, constant optimization by the PostgreSQL development team has resulted in greater efficiency.
Advantages for Developers
Here we consider only the unique features characteristic of each platform. Therefore, we will not discuss support for MVCC or ACID, as these features are present in both systems.
From a developer’s perspective, MySQL is advantageous because it:
Provides increased flexibility and is easily scalable, with more than ten storage engines based on different data-storage algorithms.
Handles small read-oriented databases more efficiently (i.e., without frequent writes).
Is easier to manage and maintain, because it requires less configuration and fewer preparatory steps before starting work.
From a developer’s perspective, PostgreSQL is advantageous because it:
Offers an object-oriented approach to data, enabling inheritance and allowing the creation of more complex table structures that do not fit the traditional relational model.
Handles write-oriented databases better, including validation of written data.
Supports object-oriented programming features, enabling work with NoSQL-style data, including XML and JSON formats.
Can support databases without limitations on data volume. Some companies use PostgreSQL to run databases as large as several petabytes.
PostgreSQL and MySQL Comparison
For clarity, the main features of both systems can be presented in a table:
PostgreSQL
MySQL
Supported OS
Solaris, Windows, Linux, OS X, Unix, HP-UX
Solaris, Windows, Linux, OS X, FreeBSD
Use cases
Large databases with complex queries (e.g., Big Data)
Lighter databases (e.g., websites and applications)
Data types
Supports advanced data types, including arrays and hstore
Supports standard SQL data types
Table inheritance
Yes
No
Triggers
Supports triggers for a wide range of commands
Limited trigger support
Storage engines
Single (Storage Engine)
Multiple
As we can see, several features are implemented only in PostgreSQL. Both systems support ODBC, JDBC, CTE (common table expressions), declarative partitioning, GIS, SRS, window functions, and many other features.
Conclusion
Each system has its strengths. MySQL handles horizontal scaling well and is easier to configure and manage. However, if you expect database expansion or plan to work with different data types, it is better to consider implementing PostgreSQL in advance. Moreover, PostgreSQL is a fully free solution, so companies with limited budgets can use it without fear of unnecessary costs.
24 November 2025 · 6 min to read
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