DEV Community: Elvis Ruperth

10 AI Automation Tools Everyone Will Be Using Soon, But Almost Nobody Knows About

Elvis Ruperth — Thu, 15 Oct 2026 07:25:05 +0000

Everyone knows ChatGPT. Plenty of people use Zapier. But there is another side of AI automation that deserves more attention.

Newer tools are making it easier to automate browser tasks, connect business apps, process information, and handle repetitive work without building an entire technical system.

Some focus on AI agents. Others let you create workflows visually, while a few can automate tasks directly on your computer.

If you want to explore tools beyond the usual AI assistants, here are 10 AI automation tools worth putting on your radar in 2026.

1. WorkBeaver

For automating repetitive computer work

A lot of business automation focuses on connecting one app to another. But what happens when the task involves opening websites, clicking through pages, updating spreadsheets, or moving files around your computer?

That is where WorkBeaver takes a different approach.

You describe the task in plain English, and WorkBeaver can carry out repetitive computer actions across websites, browser tabs, desktop applications, files, and spreadsheets.

You could use it for tasks such as filling out forms, transferring information between websites, organizing files, or updating a spreadsheet using information collected online.

The useful part is that you can automate the steps you already perform without needing to write code or build complicated API integrations.

For small businesses, marketers, and administrative teams, it is worth exploring if repetitive computer work takes up a big part of the day.

2. Gumloop

For building AI-powered workflows visually

Gumloop helps users build workflows that combine AI models, data sources, and automated actions.

Instead of using AI only to generate an answer, you can create a process that collects information, analyzes it, and passes the result to another step.

For example, a marketing team could build a workflow to research companies, organize findings, and prepare information for review.

It is particularly interesting for people who want to automate research, data processing, and content-related tasks through a visual interface.

3. Activepieces

For open-source AI and workflow automation

Activepieces is an open-source automation platform that lets users connect supported apps and build workflows through a visual interface.

It also supports AI-related workflows, making it useful for teams that want to combine traditional automation with AI-powered steps.

You could use it to process incoming form submissions, organize information, send notifications, or create workflows that involve AI models.

For users who want an alternative to established automation platforms, Activepieces is worth checking out, especially if open-source flexibility matters to them.

4. Lindy

For AI assistants that handle everyday business tasks

Lindy focuses on AI assistants that can help with recurring work across supported business tools.

Rather than treating every task as a simple trigger and action, you can configure assistants for workflows involving email, meetings, follow-ups, and administrative tasks.

For example, an assistant could help organize incoming requests or support a recurring process involving emails and calendar activities.

It is worth exploring if you want AI assistance to become part of your everyday business workflow instead of opening a separate chatbot for every task.

5. Browser Use

For AI agents that interact with websites

Browser Use is an open-source project that helps AI agents interact with websites through a browser.

This opens up possibilities for multi-step tasks that involve navigating pages, reading information, and taking actions online.

For example, an agent might be used to navigate a website, collect information, and complete a series of browser actions.

The project is especially interesting for developers experimenting with AI agents. However, it is more technical than a typical plug-and-play automation tool and may require coding and configuration.

6. Skyvern

For automating complex website workflows

Skyvern uses AI to automate browser-based tasks across websites.

It is designed for workflows that involve multiple pages, forms, and browser interactions, rather than just connecting two applications.

Businesses could explore it for repetitive web processes such as completing forms, navigating portals, or collecting information from websites.

Skyvern is worth watching if your automation needs involve website interactions that are difficult to handle with basic app integrations. More advanced use cases may require technical setup.

7. Bardeen

For browser automation and online research

Bardeen focuses on automating browser-based work, including research, data collection, and sales-related workflows.

Think about how much time people spend researching companies, gathering information from web pages, and transferring details into business tools.

Bardeen helps reduce some of that repetitive work through browser automations and supported integrations.

It is a practical option for salespeople, recruiters, and marketers who regularly work with online information.

8. n8n

For building customizable AI agents and workflows

n8n has become an option for users who want more control over workflow automation.

It combines a visual workflow builder with advanced customization, integrations, and AI capabilities. Users can connect different services, process data, and create workflows that include AI models or agents.

For example, you could build a workflow that receives a request, processes the information, routes it according to certain rules, and sends a notification.

The platform is flexible, but more advanced workflows can require technical knowledge. It is particularly appealing to users who want to customize their automations or self-host their setup.

9. Pipedream

For developers automating workflows across services

Pipedream is an automation platform built with developers in mind. It helps connect APIs, services, and custom code into automated workflows.

While it is more technical than beginner-focused tools, it can be useful when a workflow needs custom logic that standard no-code actions cannot handle.

For example, a developer could create a process that receives data from one service, transforms it, sends it to another, and triggers additional actions.

It is worth exploring if you want to build more customized automation around APIs and business systems.

10. Relevance AI

For creating AI agents for business workflows

Relevance AI focuses on building AI agents and teams of agents for business tasks.

Depending on the setup, these agents can be designed to support workflows involving research, sales, operations, and information processing.

For example, a business could explore using agents to gather information, prepare research summaries, or assist with recurring operational processes.

It is an interesting option for teams exploring agent-based automation beyond basic if-this-then-that workflows. The actual capabilities depend on the tools, permissions, and workflow configuration you provide.

Which AI Automation Tool Should You Try First?

The right choice depends on the kind of work you want to automate.

WorkBeaver: Repetitive browser and computer tasks.
Gumloop: Visual AI workflows and data processing.
Activepieces: Open-source workflow automation.
Lindy: AI assistants for everyday business tasks.
Browser Use: AI-driven website interactions.
Skyvern: Multi-step website automation.
Bardeen: Browser research and sales workflows.
n8n: Customizable workflows and AI agents.
Pipedream: Developer-focused automation across services.
Relevance AI: Business-focused AI agents.

Some of these tools are easier to use without technical knowledge, while others are designed for developers or teams building more complex systems. Check their current features, pricing, and setup requirements before choosing one.

Final Thoughts

AI automation is moving beyond chatbots that simply answer questions. More tools can now help carry out workflows, process information, interact with websites, and reduce repetitive computer work.

You do not have to adopt every new platform to benefit from that shift.

Start with one task that takes up too much of your time. Choose a tool designed for that kind of work, test the results, and expand from there.

The most useful AI automation tool is not necessarily the most complicated one. It is the one that helps you get real work done with fewer manual steps.

Is DoThisLingo Worth Trying? Features, Lessons, and My Review

Elvis Ruperth — Tue, 13 Oct 2026 01:01:39 +0000

Learning a new language sounds exciting until you realize how different real conversations can be from the phrases you learn in a lesson.

You might know the basic vocabulary, understand simple sentences, and still feel lost when people start using slang or casual expressions. Sometimes, you know what a sentence means, but you are not sure how someone would actually say it in everyday life.

That is one reason I find the idea behind DoThisLingo interesting.

DoThisLingo focuses on everyday language, including slang, shortcuts, and casual expressions. Instead of approaching language learning purely as a traditional course, it puts more attention on the way people communicate in real-life situations.

But is DoThisLingo worth trying? Let's look at its approach, the kind of learner it may suit, and what to consider before adding another language-learning app to your routine.

What Is DoThisLingo?

DoThisLingo is a language-learning app built around everyday expressions and the informal side of language.

When learning another language, it is easy to focus on grammar rules, vocabulary lists, and textbook sentences. Those things matter, of course, but they are not the whole picture.

People also use slang, shorten phrases, and rely on expressions that make sense in particular situations. Understanding those expressions can help you become more familiar with the language as it is used outside a classroom.

That is the area DoThisLingo focuses on.

It is especially relevant if you want to learn a language for travel, work, relationships, personal interest, or simply to communicate more comfortably with people who speak it.

The idea is straightforward: learning a language should include the words and expressions people use in everyday life, not just the formal basics.

DoThisLingo Features Worth Knowing About

1. Everyday Phrases and Expressions

One of the main things that sets DoThisLingo apart is its focus on everyday language.

When you are learning a new language, knowing a formal phrase is useful. But you may also want to understand the casual alternative you hear when talking to friends or watching local content.

DoThisLingo focuses on that more informal side of communication.

This can be helpful for learners who want to build familiarity with expressions they may encounter in daily conversations rather than concentrating exclusively on traditional vocabulary practice.

2. Slang and Shortcuts

Slang can be one of the trickiest parts of learning another language.

An expression may not make much sense when translated word for word. Some phrases depend on context, while others are mainly used in informal conversations.

DoThisLingo puts slang and shortcuts at the center of its approach, making it relevant to learners who want to explore how language changes in casual situations.

Of course, learning slang also means understanding when to use it. Not every expression is appropriate for every person or setting, so context remains important.

3. A Practical Approach to Language Learning

Not everyone learns a language for an exam or a certificate.

Some people want to order food while traveling. Others want to understand conversations with friends, communicate with colleagues, or explore another culture through its language.

DoThisLingo's focus on everyday expressions fits these practical motivations.

Instead of treating language learning only as an academic task, it emphasizes the kind of language learners may want to recognize and use in real-world situations.

4. A Focus on Sounding More Natural

Knowing the correct words is a good start, but natural communication involves more than accuracy.

It also involves recognizing familiar expressions, understanding the tone of a conversation, and knowing how people communicate in different situations.

DoThisLingo's focus on casual language makes it relevant to learners who want to become more familiar with this side of communication.

That does not mean an app alone will make someone fluent. Listening to native speakers, practicing conversations, and learning from context are still important parts of the process.

What Are the Lessons Like?

The most useful way to think about DoThisLingo is through its learning focus: everyday expressions, slang, shortcuts, and casual language.

If you have mainly used traditional language-learning apps, this emphasis may feel different from working through lessons centered on vocabulary and grammar.

For example, someone learning Tagalog might want to move beyond greetings and basic sentences to become more familiar with the expressions Filipinos use in casual conversations.

The same applies to someone learning Hungarian, Spanish, Italian, or another language. Understanding informal expressions can add another layer to what you learn.

One thing to keep in mind is that casual language depends heavily on context. A phrase used among close friends might not work in a formal conversation. The goal should be to understand expressions and learn when they are appropriate, rather than simply memorizing slang.

If you prefer learning language through practical examples and everyday communication, DoThisLingo's approach may fit the way you want to study.

What I Like About DoThisLingo's Approach

The biggest strength of DoThisLingo's approach is its clear focus.

There are plenty of reasons to study grammar and vocabulary, but learners can sometimes spend so much time on the basics that they forget to explore how people communicate informally.

DoThisLingo puts everyday language at the center of the experience. That gives it a distinct purpose for people who want to become more familiar with casual expressions and slang.

I also like that this approach makes sense for different learning motivations. You do not need to be preparing for an exam to benefit from learning another language. You might simply want to connect with people, prepare for a trip, or understand more of the conversations around you.

The important thing is choosing learning materials that match your goal.

Is DoThisLingo Good for Beginners?

It can be relevant to beginners, particularly those who want to start exploring everyday expressions early in their learning journey.

However, beginners should remember that informal language makes more sense when you understand at least some of the basics. Vocabulary, sentence patterns, pronunciation, and listening practice all contribute to understanding what someone means.

If you are completely new to a language, you may benefit from combining everyday expressions with foundational study and listening practice.

If you already know some of the language but want to become more familiar with how people speak casually, DoThisLingo's focus may be especially appealing.

Your starting point matters less than having a clear idea of what you want to improve.

DoThisLingo vs. Traditional Language-Learning Apps

Traditional language-learning apps often emphasize structured lessons, vocabulary, grammar, and gradual progression.

DoThisLingo takes a more specific approach by focusing on everyday expressions, slang, shortcuts, and casual communication.

Neither approach makes the other unnecessary. Grammar and vocabulary help you understand a language, while informal expressions help you recognize how people use it in everyday situations.

The difference is where the emphasis lies.

If you want a guided introduction to a language, a traditional course may be useful. If you want to explore how people speak outside formal lessons, DoThisLingo offers a focus that directly matches that interest.

You can also use different resources for different goals instead of expecting a single app to cover everything.

Who Should Try DoThisLingo?

DoThisLingo may be a good fit for:

Travelers who want to become more familiar with casual expressions before visiting another country
Beginners who want to explore everyday language alongside their foundational learning
People learning for relationships who want to understand how friends, partners, or family members communicate
Language enthusiasts who enjoy discovering slang and informal expressions
Learners who already know some vocabulary and want to explore a more conversational side of the language

It is particularly relevant if your goal goes beyond completing lessons and includes understanding the way people communicate in everyday situations.

Is DoThisLingo Worth Trying?

My take is that DoThisLingo has a clear reason to stand out: it focuses on an aspect of language learning that matters in real life.

Slang, shortcuts, and casual expressions can make a language feel more familiar and help you understand conversations beyond formal examples. For learners interested in everyday communication, that is a useful area to explore.

Whether it is the right app for you depends on your learning style and goals. If you prefer a structured course focused on building a broad foundation, you may want to pair DoThisLingo with other learning resources. If you are especially interested in casual language and expressions people use in daily life, its approach is directly relevant to what you want to learn.

I would also avoid judging any language-learning app by its features alone. What matters is whether its content helps you understand the language better and encourages you to keep practicing.

Final Thoughts

So, is DoThisLingo worth trying?

If you want to explore everyday expressions, slang, shortcuts, and casual language, it is a strong option to look into. Its focus gives learners a practical reason to include it in their language-learning routine, especially when understanding informal communication is one of their goals.

Learning a language is not only about memorizing words or getting every grammar rule right. It is also about understanding how people express themselves, recognizing the context behind a phrase, and gradually becoming more comfortable with real conversations.

If that is the side of language learning you want to focus on, DoThisLingo is worth checking out.