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How WhatsApp Business API Works: Official vs Unofficial

Blog Cover 02 How the Official vs. Unofficial WhatsApp Business API Works

The WhatsApp API is one of the main solutions for companies that want to scale their customer service and communication automation. 

WhatsApp, being one of the most popular messaging apps in the world, allows direct and efficient interactions with customers. However, when it comes to automation and integration, using the WhatsApp API becomes essential.

So, there are two main options for this integration: the Official WhatsApp Business API and the Unofficial APIs. But which one should you choose? 

In this article, we’ll explore the differences, advantages, disadvantages, pricing models, and costs to help you make the best decision for your project. Keep reading and find out which WhatsApp API makes the most sense for your business!

Types of WhatsApp available on the market: discover the options

types of whatsapp available in the market

Before we talk about WhatsApp APIs, it is important to understand the three main types of WhatsApp available:

Personal WhatsApp

WhatsApp Personal is the traditional version of the app, used by billions of people around the world. Intended for individual users, it does not include business-oriented features or automation.

WhatsApp BusinessVersion 

Version aimed at small and medium businesses. This version has features such as a product catalog, automatic messages and business profiles, but still relies on manual interactions. 

Furthermore, it allows the simultaneous use of two numbers on the same device, one in the personal application and the other in the Business application, in a completely legal manner and in line with Meta's guidelines.

WhatsApp Business API

Unlike previous versions, WhatsApp Business API is not an application, but a cloud-based solution that allows WhatsApp integration to different systems, enabling automation and personalization of interactions.

Companies that manage a large volume of messages use this API to optimize communication with customers, ensuring efficiency and scalability. With this solution, it is possible to:

  • automate the sending of messages and notifications;
  • to create chatbots for customer service;
  • integrate WhatsApp with CRMs, ERPs and other business platforms;
  • use artificial intelligence to personalize interactions.

How does the WhatsApp Business API work?

The WhatsApp Business API acts as a bridge between different systems, allowing softwares to communicate automatically. Since it is not an application installed on the cell phone, the entire operation takes place in the cloud, ensuring scalability and reliability for companies that need high-performance communication.

Although initially aimed at developers, today there are several solutions that simplify the implementation of the WhatsApp Business API, making it accessible to companies of different sizes.

Now that we understand the concept, let's explore the differences between the Official WhatsApp API and Unofficial WhatsApp APIs.

Official API vs. Unofficial API: Know the main differences

official api vs unofficial api differences

Businesses can choose between two types of WhatsApp API for integration:

  • Official WhatsApp Business API (provided directly by Meta or licensed companies);
  • Unofficial APIs (provided by third parties, without any connection to Meta, but within the law).

Next, we will understand the main differences between them.

Official WhatsApp Business API

The Official WhatsApp Business API is provided by Meta (Facebook) itself or by licensed companies. Meta recently began offering this service directly to end users, without the need for licensed intermediaries. 

This API can be integrated directly via Facebook's Business Manager (BM), ensuring security and compliance with Meta's policies. Among the main features of the Official API:

  • integration via Facebook Business Manager;
  • mandatory use of pre-approved message templates to start conversations;
  • billing based on conversations initiated;
  • restriction on sending messages outside of Meta's rules;
  • lower risk of blocking, as long as you follow the guidelines/

Please note that Meta does not allow unrestricted sending of messages. To start a conversation, it is mandatory to use approved message templates, ensuring that the contact complies with WhatsApp policies. The template categories are:

  • marketing: promotions, coupons and offers;
  • utility: order confirmations, delivery tracking;
  • authentication: sending verification codes;
  • service: user-initiated messages at no additional cost.

After the first template is sent, the conversation can continue normally for up to 24 hours without the need for a new template.

And how does billing work on the Official API?

The pricing for the Official WhatsApp API is based on conversations initiated and varies depending on the message category:

  • marketing messages: about R$ 0.36 per conversation started;
  • utility messages: approximately R$ 0.04 per conversation initiated;
  • authentication messages: around R$ 0.015 per conversation initiated;
  • client initiated messages: at no additional cost.

Other important points about billing include the 24-hour validity for each conversation initiated by the company, which means that if it is necessary to continue the interaction after this period, a new paid template will be required. 

Additionally, starting in April 2025, authentication and utility messages sent within this 24-hour window will no longer be charged.

Unofficial APIs

Unofficial APIs are solutions offered by third parties, with no direct relationship with Meta. Although they are not licensed, many of these APIs are completely legal and follow security standards. The main characteristics of Unofficial APIs include: 

  • simplified integration via QR Code;
  • allows sending messages without the need for pre-approved templates;
  • fixed price per integrated WhatsApp number;
  • greater flexibility for shipping and automation;
  • higher risk of ban in case of spam or inappropriate use.

Unlike the Official API, which requires template approval and follows strict rules, Unofficial APIs allow messages to be sent freely, without category restrictions or prior approval. This allows for more dynamic contact with customers, ideal for companies that need freedom in communication.

And how does the billing work? Unofficial APIs?

The pricing of Unofficial APIs varies depending on the provider. Some operate with fixed monthly plans, while others charge per connected WhatsApp number.

  • some companies offer plans starting from R$99 per integrated WhatsApp number;
  • others offer packages for multiple numbers, reducing the cost per account;
  • There are open-source options, which can be used free of charge, but require their own infrastructure.

Despite the freedom offered by Unofficial WhatsApp APIs, it is essential to consider the risks involved. Since there is no direct link to WhatsApp, these APIs are more prone to blocking, especially when used for mass sending without the proper consent of users.

Furthermore, Meta support and warranty are not available, which means that any technical issues or blockages will depend solely on the API provider.

Sending messages without the recipients' authorization can also result in restrictions, compromising the company's continued communication with its customers.

So which API to choose?

which whatsapp api to choose

Choosing between the Official WhatsApp API and Unofficial WhatsApp APIs depends on your business needs. While the Official API provides greater security and compliance, Unofficial APIs offer more freedom and predictable costs.

Evaluate your options based on your message volume, need for automation, and level of risk you are willing to take.

To learn more about automation and other efficient strategies for integrate chatbots, automatic notifications and artificial intelligence to your business, explore more at our YouTube channel and in the NoCode StartUp website.

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Neto Camarano

Neto specialized in Bubble due to the need to create technologies quickly and cheaply for his startup. Since then, he has been creating systems and automations with AI. At the Bubble Developer Summit 2023, he was listed as one of the greatest Bubble mentors in the world. In December, he was named the largest member of the global NoCode community at the NoCode Awards 2023 and first place in the best application competition organized by Bubble itself. Today, Neto focuses on creating AI Agent solutions and automations using N8N and Open AI.

Also visit our Youtube channel

Learn how to create AI Applications, Agents and Automations without having to code

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Did you know that integrating WhatsApp with N8N using an Unofficial WhatsApp API can transform your business automation?

WhatsApp's unofficial APIs are an interesting alternative for those looking for more flexibility and savings, without compromising legality. 

Although Meta does not directly link these APIs, they do, however, make it possible to create robust automations, send messages, configure chatbots, and integrate systems with WhatsApp in a practical and efficient way. In this article, you will learn how to:

  • Create your account on the unofficial API;
  • Configure the integration with N8N;
  • Automatically send messages via WhatsApp;
  • Trigger smart automations with chatbots and AI;
  • Use webhooks to receive and process messages.

All this using accessible tools, such as ZAPI and N8N, to transform your communication on WhatsApp into an automated and efficient process! Enjoy reading! 

Unofficial WhatsApp API: What are they? 

unofficial whatsapp api what are they

Unofficial WhatsApp APIs are developed by companies with no direct connection to Meta (the company responsible for WhatsApp). This does not mean that they are illegal, but rather that third parties offer solutions to integrate WhatsApp with automated systems.

While the official API is directly linked to Meta and has strict usage rules, unofficial APIs offer more flexibility and cost-effectiveness. Many companies use them extensively to create automations, chatbots, and send bulk messages.

If you want to understand more about the differences between the Unofficial WhatsApp API and Official WhatsApp Business API, check out the full article on the NoCode Startup blog. 

Among the most popular Unofficial WhatsApp API options are: 

  • Z-API: tool widely used for its simplicity and advanced features;
  • MegaAPI: known for its stability and technical support;
  • Evolution API: stands out for its easy integration with other systems.

Why use Unofficial APIs on N8N?

Using an Unofficial WhatsApp API in N8N allows you to create robust and customized integrations, ensuring flexibility and savings in customer communication. Using unofficial WhatsApp APIs in N8N, you gain:

  • Flexibility: customize message sending, create automated flows and integrate with other systems; 
  • Economy: use affordable alternatives without compromising functionality 
  • Speed of implementation: unofficial APIs are easy to configure and have detailed documentation; 
  • Full automation: send messages, automatic responses and create chatbots in a practical way.

In other words, with the Unofficial WhatsApp API, you can set up automated flows, send messages automatically, and even create smart chatbots.

Additionally, you can integrate these features with other tools to further expand their capabilities.

Next, you will understand how to configure your Z-API account and start integrating with N8N to optimize sending messages via WhatsApp.

How does the integration with the unofficial WhatsApp API work? Check out the step-by-step guide 

Integrate WhatsApp with N8N Using an Unofficial WhatsApp API is a simple and straightforward process. The main advantage of this method is flexibility, as it allows create custom automations for sending and receiving messages. 

This in addition to enabling the creation of chatbots and artificial intelligence (AI) agents. Let's understand how it works?

To perform the integration, we will use Z-API, one of the most popular unofficial APIs. ZAPI allows you to send messages and configure them automatically via WhatsApp. Here are the essential steps to configure it:

Step 1 – Registration on the Z-API API:

The first step is to register on the platform. To do this, follow the steps below:

  • Go to the official Z-API website and click on the “Take a free trial” option. If you do not have an account yet, click on the link provided to start the registration process;
  • Fill in the required fields with your information and, when finished, you will be directed to the Z-API control panel;
  • In the Z-API dashboard, you will see a dashboard that displays your instances. Each instance corresponds to a linked WhatsApp number. To connect your number to the Z-API dashboard, click on the instance you want to use;
  • On the instance screen, you will find a QR Code. To connect your number, open WhatsApp on your device, go to settings, click on “Connected Devices” and then “Add a device”. 
  • Point the camera at the QR Code displayed on the Z-API, in the same way you do to use WhatsApp Web;
  • Once the number is successfully linked, the Z-API dashboard will indicate that the instance is “Connected”. 

Now you are ready to start integrate WhatsApp with N8N and use the features of the unofficial API.

Step 2 – Configuring the API on N8N

How does unofficial WhatsApp API integration work? Check out the step by step

So the next step is configure API on N8N for the integration with WhatsApp to work correctly. To do this, follow the steps below:

  • Access your N8N account and click on the option to create a new workflow;
  • Add a manual trigger by clicking the add button and selecting “manual trigger” from the list of options;
    Within the workflow, add a node of type “HTTP Request” to make the WhatsApp API call;
  • Set the method to “POST” and enter the URL provided by Z-API, which contains the endpoint to send messages (e.g., “api.z-api.io/instances/{your-instance}/sendText“);
  • In the “Headers” field, add the authentication information, including the client token and the account security token, as indicated in the Z-API documentation; 
  • In the “Body” field, enter the mandatory parameters, such as the recipient’s number and the message to be sent.
  • After configuring the necessary fields, click “Run” to test sending the message. N8N will display a success confirmation.

Once you successfully send the message, the N8N interface will display the response, confirming that the integration is working correctly.

Step 3 – Testing Message Sending:

Now that you have configured the API in N8N, it is time to test sending the message to ensure that the integration is working correctly. Follow the steps below:

  • In N8N, click on the “Run” option to run the workflow you just configured;
  • Check the N8N interface to see if the message “Node executed successfully” appears. This indicates that the flow was executed correctly;
    Now, open WhatsApp on the device you linked to the Z-API and check if the message sent through the workflow reached the recipient;
  • If the message was not sent, therefore, review the API settings in N8N, especially the URL, Headers and Body fields;
  • If the message arrived correctly, congratulations! The integration between WhatsApp and N8N using the unofficial API was successful.

Step 4 – Automating Message Receiving:

So far your integration is working correctly, the next step is to automate the receipt of messages in N8N: 

  • In N8N, open the workflow you created earlier or, if you prefer, create a new workflow.
  • Add a trigger node of type “Webhook” to receive messages automatically;
  • Set the webhook method to “POST” and choose a name for the path, such as “webhook-api-whatsapp”;
  • Copy the webhook address that will be generated automatically;
  • In the Z-API dashboard, access the linked instance and go to the Webhook settings;
  • Paste the copied webhook address into the field indicated for receiving messages;
  • Save your changes and return to N8N to verify that the webhook is active and ready to receive messages.

Then, whenever a new message is received on the linked WhatsApp, N8N will automatically capture it. In addition, you can configure additional actions, such as automatic replies or processing of the received data.

Conclusion

step by step how to integrate whatsapp with unofficial api n8n conclusion 1

Integrating WhatsApp with N8N using an Unofficial WhatsApp API like Z-API is a practical and efficient solution to automate processes and improve communication with your customers. 

By following the step-by-step instructions in this article, you are ready to transform your business's communication management with advanced and accessible resources.

So, how about starting now, becoming an automation expert with N8N? Take advantage now and access the NoCode Startup N8N course. A free 100% course that will teach you how to create incredible integrations and automate processes efficiently!

Don't miss this opportunity to learn from experts and enhance your automation skills. 

AI Coding technology, also known as AI Code or Vibe Coding, is changing the way we code and develop software. Furthermore, this new approach uses artificial intelligence to simplify the coding process. But how does it do this?

In this content, you will understand what AI Coding is and the possibilities it offers.

Also, learn about the best Vibe Coding tools available. They will allow you to start exploring this innovation and create your own solutions with ease. Happy reading!

What is Vibe Coding?

what is vibe coding

AI Coding, or Vibe Coding, transforms software development. It enables people without advanced skills to create applications, websites, or automations using only simple natural language descriptions.

The term “Vibe Coding” was coined by Andrej Karpathy, one of the founders of OpenAI. It refers to the process of using large language models, such as those in generative AI, to generate application code almost autonomously. This happens from simple commands or descriptions.

The core idea of automation is that the programmer simply “describes the vibe” of what they want, and AI translates that intent into working code. In other words, Vibe Coding offers a more intuitive way to develop applications.

To do this, it uses MVVM (Model-View-View-Model) models, which facilitate interaction with artificial intelligence. As a result, it is possible to generate and adapt the code according to the user's needs.

Why is Vibe Coding the ideal programming for non-developers? 

Vibe Coding is revolutionizing the startups by providing a more accessible and agile approach to software development. 

The main attraction of Vibe Coding for non-developers is its ease of use. 

Since it uses AI to generate code from simple natural language descriptions as I mentioned earlier, anyone, regardless of their technical background, can create anything from applications to complex automations. 

In other words, the need to understand complicated programming languages is practically eliminated.

Why vibe coding is the ideal programming for non-developers

Furthermore, Vibe Coding's accessibility allows professionals from areas such as marketing, design or operations, who would not normally have access to the world of programming, can create their own technological solutions intuitively and without technical barriers. 

This allows companies and startups to innovate more quickly and cost-effectively. These changes make Vibe Coding an excellent opportunity for those who want to get involved in technological development, even without formal programming training. 

In this way, with the help of the best Vibe Coding tools, this revolution can become even more accessible and efficient. But what are they? We will see below.

What can you create with Vibe Conding? Explore the possibilities

Vibe Coding offers a wide range of creative possibilities, allowing professionals, even no programming experience, develop various applications and technological solutions. The main possible creations include:

  • Web and mobile applications: with Vibe Coding, it is possible create custom applications for web or mobile devices, meeting specific needs without the complexity of traditional development;
  • Automations and bots: artificial intelligence makes it easier to create bots and automations that can perform repetitive tasks, such as responding to emails or processing data, increasing operational efficiency;
  • Productivity tools: users can develop tools that help with personal organization or project management, adapted to their routines and preferences;
  • Recommendation systems: the creation of systems that suggest products, services or content based on user behavior becomes accessible, improving the user experience on digital platforms; 
  • Prototypes and MVPs (Minimum Viable Products): Entrepreneurs can quickly turn ideas into functional prototypes or MVPs, facilitating market testing and concept validation.​

Just imagine a designer who wants to create a customized platform to schedule meetings efficiently, without having in-depth programming knowledge. 

Using Vibe Coding, you can simply describe the functionality of the system, and the AI tool generates the code to create a scheduling platform.

In just a few steps, you have a practical and functional solution, ready to use.

These possibilities highlight the potential of Vibe Coding to democratize software development, allowing anyone to materialize their technological ideas quickly and efficiently.

7 Best Vibe Coding Tools for Beginner Developers

best vibe coding tools for beginner developers

Now that you know the power of Vibe Coding, it’s time to explore some of the best Vibe Coding tools available for beginners. 

These tools are designed to make it easier to create technological solutions, even without advanced programming knowledge. We will present the most popular and affordable options for beginner developers:

Cursor

Cursor’s main advantage is its simplicity. It allows anyone to create bots or complex solutions by simply describing the “vibe” of what they want. The AI generates the necessary code, making development accessible to professionals from a variety of fields.

Cursor is a Vibe Coding tool that uses AI to turn simple descriptions into functional code. With its intuitive drag-and-drop interface, it makes it easy to create automations and apps without the need for advanced coding experience.

Furthermore, the tool is highly flexible, adapting to different needs and allowing for everything from simple automations to complex integrations. Its ease of use ensures a quick learning curve for beginners. Its ease of use ensures a quick learning curve for beginners.

V0 by Vercel

V0 by Vercel makes it easy to create prototypes and web applications using artificial intelligence. With an intuitive visual interface, it generates code from simple descriptions, allowing anyone to create solutions without having to code by hand.

The main advantage of V0 by Vercel is speed as it accelerates product development and launch by offering easy integration with other APIs to create fast and efficient solutions.

On the other hand, V0 by Vercel is highly flexible as it allows you to create simple websites up to complex applications, making it ideal for both beginners and professionals looking for efficiency.


Lovable

Lovable is a Vibe Coding tool that simplifies the creation of software solutions, allowing anyone to create applications with the help of artificial intelligence.

Using simple descriptions, the tool automatically generates the code needed for various features, making development accessible without prior experience.

The main advantage of Lovable is its ease of use. With a user-friendly interface and drag-and-drop functionality, any user can create fast and efficient solutions without the complexity of traditional coding.


Replit

Replit is a Vibe Coding tool that allows you to create and run code directly in the browser, with support for multiple programming languages. Its intuitive interface makes it easy to create software projects and prototypes with the help of AI, without requiring in-depth programming knowledge.

Replit’s main advantage is its ease of use. It allows anyone to start coding and testing ideas instantly, offering an online platform that eliminates the need for complex environment setup.

It's also worth noting that Replit is highly collaborative as it allows teams to work together in real time, making it ideal for group projects, hackathons or learning to program.


Windsurf

Windsurf is a Vibe Coding tool that uses artificial intelligence to create quick and practical solutions, without requiring advanced programming skills.

Its simple interface makes it easy to develop applications and automations, allowing anyone to create solutions just by describing what they want.

The main advantage of Windsurf is its efficiency. It allows you to quickly create applications and automations without having to learn complex languages. Integration with various APIs makes it easy to add powerful functionality without any extra effort.


Bolt.new

Bolt.new is a Vibe Coding tool that allows you to quickly create automations and applications with the support of artificial intelligence. Its simple and straightforward interface makes development easy, allowing anyone, even without experience, to build functional solutions.

The main advantage of Bolt.new is its speed. It allows you to create applications and automations in minutes, using simple descriptions. It stands out for its easy integration with other platforms, allowing you to customize your solutions without the need for coding.

Additionally, Bolt.new offers flexibility, whether for simple automations or more complex flows. The tool can be adjusted as needed, making it ideal for beginners and professionals looking for efficiency in development.


DreamFlow – New FlutterFlow AI

DreamFlow – New FlutterFlow AI, makes it easy to create mobile and web applications with artificial intelligence. Its simple visual interface allows you to create quick and functional solutions without having to code manually.

Its main advantage is speed, as it allows you to create applications quickly, with easy integration with APIs, without the need for advanced programming.

Not to mention that DreamFlow is also super flexible and customizable, offering features to create everything from simple applications to more complex solutions, catering to both beginners and professionals.

In addition to those we mentioned, tools such as FlutterFlow, Bubble, web and make up can be considered by those who want to develop more complex solutions, such as web and mobile applications or automation. 

Consequently, these no-code platforms allow beginner developers to build digital products without writing traditional code, bringing them even closer to the concept of Vibe Coding.

Conclusion

conclusion best vibe coding tools

You can already see that Vibe Coding is transforming software development by democratizing the creation of technological solutions, making them accessible to everyone, even those without advanced programming skills. 

At this point, all we can do is test it on the portals we mentioned, monitor the improvement of this technique in tools we already use and observe how it can evolve. 

Now, if you want to learn more about how to use these no-code tools and improve your development skills, sign up on the YouTube channel and access the NoCode StartUp website.

Discover exclusive resources that can boost your journey into the world of no-code development!

A new Chinese platform that has attracted attention for its ability to perform complex tasks in a fully automated manner is Manus AI.

Compared to other market giants, such as OpenAI, Manus stands out for its use of intelligent agents. It can search for information, generate codes, create reports and even develop games — all without any human intervention after the initial command.

In this article, you will understand what Manus AI Agents is and how it works. You will also see real examples of what this powerful tool can create.

What is Manus AI Agents?

what is manus agents ia

Manus AI is an impressive platform that goes far beyond the simple virtual assistants you’re used to. To understand the power of this tool, let’s explore a practical example of what it can create.

Perform complex tasks alone with Manus AI Agents

Imagine you need to organize a 7-day trip to Japan, with a specific budget. The itinerary also includes secret places and a special marriage proposal.

With Manus AI Agents, you simply need to inform this objective and the agent will do all the work on its own, completely automatically. With this guidance, it can deliver:

  • complete research on specialized websites;
  • selection of the best itineraries and exclusive places;
  • detailed planning for the 7 days, with suggestions for activities and destinations;
  • budget organization, respecting the available amount.

This means you just need to describe what you want. From there, Manus AI Agents takes care of the rest, delivering a complete, personalized, ready-to-use plan.

And the most incredible thing is that you don’t need to do anything other than give the initial command. Manus AI Agents accesses multiple sources, cross-references the information and delivers a personalized and detailed travel plan.

This is just one example of what the platform can create. With autonomous artificial intelligence, Manus facilitates complex tasks that would take hours — or even days — to be done manually.

What can Manus AI Agents create?

The trip to Japan is just one example of what Manus IA Agents can do automatically. The platform goes far beyond simple planning. It offers advanced solutions in several areas, such as productivity, data analysis, application development and even creating complete games.

Imagine that an HR department needs to analyze dozens of resumes to hire the best candidate. With Manus AI Agents, you just need to describe the objective, and the agent automatically:

  • Reads and interprets all resumes;
  • Ranks candidates based on criteria such as experience, education, and location;
  • Create an organized spreadsheet with the final ranking, ready for you to make your decision.

This process, which would take hours to do manually, Manus performs in minutes — with precision and efficiency.

It is worth mentioning that Manus Agentes IA impresses by generating complete stock analysis reports.

For example, when requesting an analysis of Tesla, Manus first accesses databases, then cross-references information. After that, it generates dynamic graphs and, finally, delivers a ready-to-use report — which, by the way, guarantees a level of quality worthy of great analysts.

Creating apps, games and simulators with just one command

what the manus agents were going to be able to create

Another surprising example is the platform's ability to create complete applications, such as:

  • Interactive educational games, as a collision simulator to explain the theory of conservation of momentum, all automatically generated in HTML, with visualization of realistic physical scenarios and reactions;
  • Teleprompter Apps, ready to be used in YouTube videos, with speed adjustments, font size and customizable interface, created from a simple command;
  • Data Dashboards: When you request an AWS store analysis, Manus generates a page with graphs, KPIs, and detailed store data, offering strategic insights in minutes.

Manus AI Agents is also capable of developing complete games from a single prompt. One interesting example was the creation of a functional, programmed airplane game, generated in a matter of minutes without any technical intervention after the initial request.

In addition to these examples, Manus AI Agents continues to surprise new users with its automation capability, by automating more than 50 simultaneous tasks, being considered by experts as one of the fastest and most efficient platforms on the market, with superior performance to other famous AIs, such as DeepSeek.

This level of autonomy and intelligence makes Manus AI Agents a promising tool for those who want to integrate AI into complex processes and save time, money and effort.

How to access Manus IA Agents?

how to access the ia agents manual

Although Manus AI already demonstrates impressive capabilities, the platform remains in the early stages of public release for now and is therefore not yet widely available.

Currently, to access Manus, an invitation is required, as the number of users is limited due to high demand — a demand that, in fact, reflects the growing interest in advanced artificial intelligence solutions.

Furthermore, as with other popular tools such as ChatGPT In its first months, restricted access aims to guarantee stability and quality of service.

Manus Agentes AI has certainly already attracted attention in the artificial intelligence market. In fact, a report published by Hugging Face evaluated the platform's performance in different benchmarks, including:

  • Logical reasoning;
  • Multimodal processing;
  • Executing complex tasks with autonomous agents.

If you want to understand more about the potential of Manus AI Agents, it's worth checking out the full report published by Hugging Face, which details how the tool was launched and what makes this new AI platform different.

Conclusion

By now, you have already realized that Manus IA Agents emerges as one of the most promising platforms on the market, showing that the future of intelligent automation is closer than we imagine.

And of course, the big expectation now is to know when and how the platform will release access. via API, allowing creators of agents and automations, as we teach here at NoCode Startup, can integrate Manus into their own solutions and products.

So if you want to learn how to create, manage and implement AI Agents for real business and, in addition, understand how to apply them in a practical way, you need to know the AI Agent Manager Training at NoCode Startup.

In it, you will discover how to create automations and lead projects with intelligent agents, in addition to being able to prepare yourself to explore innovative tools such as Manus IA Agents.

Start your journey now by creating smart solutions that can transform your career and generate new income opportunities with NoCode Startup.

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