Manus: The AI Agent That Actually Gets Things Done

Published on March 30, 2025

Ever spent hours telling an AI exactly what to do, step by step? Those days are over.

Meet Manus.im, the newest AI disruptor that’s changing the game. While most AI tools need constant babysitting, Manus operates more like a secret agent—receiving the mission, disappearing into the digital night, and delivering the results without a trace of hand-holding.

Think about it. You’ve probably wasted countless hours crafting the perfect prompts for ChatGPT or carefully guiding other AI assistants through tasks. Manus feels different from the first hello. You don’t just get responses—you get results. Tell Manus your goal, and it figures out the rest. Go grab coffee, focus on other work, or even log off completely. Manus keeps going.

This is what experts call “agentic AI”—AI that doesn’t just sit around waiting for orders. Manus tackles problems head-on, adjusts when needed, and delivers complete solutions instead of mere suggestions.

The buzz around Manus is huge, and for good reason. It’s currently FREE for anyone lucky enough to score an access code. But patience is key—the waitlist is massive, and the company is carefully controlling access during its BETA phase. Those server overload issues you might hear about? They’re actually a good sign—proof of Manus’s skyrocketing popularity as users discover what truly independent AI can do.

My own experiences with Manus have been nothing short of amazing. But before I share those details, let’s explore what makes this AI agent so revolutionary and why it’s about to transform how you work, create, and solve problems.

The Evolution of AI: From Assistants to Agents

AI has come a long way. Remember the clunky chatbots of yesterday? We’ve moved far beyond those simple beginnings. But until recently, even the most advanced AI systems were just fancy assistants, not true agents.

What’s the difference? It’s all about independence and initiative.

Traditional AI assistants—even powerful ones like ChatGPT, Claude, or Gemini—are basically reactive. They wait for your instructions, answer your questions, and create content based on your prompts. They’re useful tools, sure, but they’re still just tools that need your constant direction.

Agentic AI flips this relationship on its head. These systems don’t just respond—they act. They understand what you want to accomplish, break it down into logical steps, carry out those steps on their own, and adapt when they hit roadblocks. In simple terms, they “think” more like humans do when solving problems.

Manus leads this agentic revolution. Created by the Wuhan-based startup Butterfly Effect, Manus uses multiple AI models working together to create something greater than what any single model could achieve alone.

What really sets Manus apart is how it works across different areas without missing a beat. While other AI systems might be good at specific tasks—writing code, creating images, or analyzing data—Manus moves smoothly between different types of work, just like a talented human would.

The AI community has definitely noticed. Manus has achieved top scores in the GAIA benchmark, which tests AI systems on their ability to solve real-world problems. Unlike benchmarks that test theoretical knowledge, GAIA measures practical usefulness—can the AI actually get things done? Manus has outperformed leading models from OpenAI, Google, and Microsoft, setting a new standard for what AI agents can do.

Big names in tech, including Twitter cofounder Jack Dorsey and Hugging Face product lead Victor Mustar, have praised what Manus can do. Some have even called it “the second DeepSeek,” comparing it to another AI model that surprised everyone with its unexpected abilities.

This shift from assistants to agents isn’t just a technical upgrade—it completely changes how we work with AI. Instead of spending time crafting perfect prompts or breaking down tasks into tiny pieces, you simply state what you want to achieve and let Manus handle the rest. This represents a huge leap forward in both productivity and accessibility, making advanced AI available to everyone, not just tech experts.

Manus.im: Core Capabilities and Features

What makes Manus so revolutionary? Let’s chat about its key abilities that set this AI agent apart.

Autonomous Task Execution

Unlike regular AI assistants that only offer suggestions, Manus can independently complete complex tasks from start to finish. This includes writing reports, creating spreadsheets and tables, analyzing data, generating content, planning travel itineraries, and even processing files. Most impressively, Manus can keep working on tasks even when you’ve closed your laptop and gone home for the day.

This level of independence completely changes your relationship with AI. Rather than micromanaging every step, you can hand off entire projects and trust Manus to handle the details.

Multi-Modal Processing

Manus isn’t limited to just text. It works with multiple types of information, including text, images, and code. This versatility allows it to tackle complex problems that need different kinds of input and output.
Need a market analysis with charts and graphs? Manus has you covered. Want a custom website based on your ideas? Manus can build that too. This flexibility makes it incredibly powerful across many different uses and situations.

Advanced Tool Integration

One of Manus’s standout features is its ability to use external tools, including web browsers, code editors, and database systems. This means Manus can interact with the digital world much like you would—searching for information online, writing and running code, and managing organized data.
This tool integration is what allows Manus to deliver complete solutions rather than partial answers. When researching a topic, for example, Manus doesn’t just summarize what it already knows—it actively searches the web for the latest information, combines findings from multiple sources, and presents a thorough analysis.

Planning and Execution Methodology

What truly makes Manus special is how it approaches tasks. When given an assignment, Manus first analyzes the goal, breaks it down into logical steps, prioritizes those steps, and then carries them out in order. If it runs into problems along the way, it can adjust its approach or ask for your help when needed.
You can actually watch this planning process through the “Manus’s Computer” window, which shows you the agent’s thinking and actions in real-time. This transparency builds trust and helps you understand how Manus tackles problems.

Adaptive Learning and Optimization

Manus continuously learns from your interactions and improves its processes to provide increasingly personalized and efficient responses. The more you work with Manus, the better it understands your preferences, communication style, and specific needs.

This creates a cycle of constant improvement. As Manus becomes more tailored to your requirements, you can assign increasingly complex tasks with confidence, further boosting your productivity and the AI’s capabilities.

Real-World Applications

Manus’s versatility makes it valuable across many fields:

  • Business Analysis: Manus can research markets, analyze competitors, and create detailed reports with actionable insights.
    Content Creation: From blog posts and social media content to technical documentation and creative writing, Manus can generate high-quality content in various formats and styles.
    Data Processing: Manus excels at analyzing datasets, creating visual representations, and finding meaningful patterns in complex information.
    Research: Whether academic or commercial, Manus can conduct thorough research on virtually any topic, combining information from diverse sources.
    Programming: Manus can write, debug, and optimize code in multiple programming languages, making it a powerful tool for developers.
    Education: Manus can create personalized learning materials, interactive courses, and educational content tailored to specific learning goals.

The wide range of these applications shows why Manus represents such a big leap forward in AI capability. It’s not just slightly better at specific tasks—it’s a fundamentally new kind of tool that can transform how we approach work across virtually every knowledge-based field.

The Entrepreneurial Fable (as I don’t have a real case study yet): A Day in the Life with Manus

Sarah Donovan stared at her computer screen, the glow lighting up her tired face as the clock ticked past 11 PM. As the founder and only employee of DigitalEdge Marketing, she was drowning in client work.

Three campaign reports due tomorrow, a content calendar to plan for a new client, and competitive research that should have been done yesterday. Coffee wasn’t cutting it anymore.

“There has to be a better way,” she muttered, rubbing her eyes.

Sarah had tried every productivity hack and AI assistant out there. They all promised to revolutionize her workflow, but the reality was disappointing. She still had to babysit each tool, breaking down tasks into tiny steps, correcting outputs, and essentially doing most of the thinking herself. The so-called “AI revolution” had given her glorified autocomplete, not the game-changing assistant she needed.

Then came the email that would transform her business: an invite code to Manus.

Sarah had joined the waitlist weeks ago after hearing whispers about this new AI agent in tech circles. With more than 200,000 people waiting and less than 1% receiving access (estimated from news reports), she hadn’t expected to be chosen. Yet here was her golden ticket.

The next morning, Sarah logged in with a mix of skepticism and hope. She’d been burned by overhyped AI tools before. But Manus was different from the first interaction.

“I need a comprehensive analysis of the top five competitors for my new client, Evergreen Essentials. They’re an eco-friendly home goods brand entering a crowded market. I need strengths, weaknesses, market positioning, and content strategy insights,” Sarah typed, expecting to have to break this down into multiple smaller tasks.

Instead, Manus responded: “I’ll handle this comprehensive competitor analysis for Evergreen Essentials. This will take approximately 15-30 minutes to complete thoroughly. I’ll research the top eco-friendly home goods brands, analyze their strengths and weaknesses, examine their market positioning, and evaluate their content strategies. Would you like me to proceed?”

Sarah blinked in surprise. “Yes, please proceed.”

What happened next amazed her. In the “Manus’s Computer” window, she watched as the AI agent methodically worked through the task. It identified the top competitors in the eco-friendly home goods space, visited their websites, analyzed their social media presence, examined their product lines, pricing strategies, and unique selling propositions. It even found recent press releases and news articles about these companies.

While Manus worked, Sarah turned her attention to other pressing matters. Twenty-three minutes later, she received a notification. The competitor analysis was complete – not just complete, but presented as a professionally formatted report with executive summary, detailed findings, SWOT analyses for each competitor, and actionable recommendations for Evergreen Essentials.

“This would have taken me three days,” Sarah whispered in disbelief.

Over the next week, Sarah tested Manus with increasingly complex tasks:

“Create a content calendar for the next three months based on this competitor analysis.”
“Research emerging trends in sustainable home goods and identify potential opportunities for product development.”
“Analyze our client’s website traffic data and provide recommendations for SEO improvements.”
“Draft email sequences for our new lead nurturing campaign.”

Each time, Manus delivered. Not just with raw information, but with thoughtful analysis and strategic insights. It wasn’t just following commands; it was thinking through problems, adjusting its approach when needed, and delivering results that actually moved the business forward.

The transformation was dramatic. Within a month, Sarah had reclaimed 30 hours per week – time previously spent on research, data analysis, and content creation. With this newfound time, she focused on client relationships and business development, areas where her human touch was irreplaceable.

By the end of the quarter, Sarah had brought on five new clients without hiring additional staff. Her profit margins increased by 40%. Her client satisfaction improved by 28%. But perhaps most importantly, she no longer worked past 6 PM. The constant anxiety of falling behind had disappeared.

“It’s not just about getting more done,” Sarah explained to a fellow entrepreneur who noticed the change in her. “It’s about the mental freedom. Before Manus, I was constantly context-switching, trying to juggle a dozen different tasks. Now I can focus on the work that truly requires my human creativity and emotional intelligence.”

There were occasional hiccups, of course. Sometimes Manus would encounter captchas or paywalls when researching, requiring Sarah’s intervention. During peak usage times, she’d experience server delays as Manus’s popularity continued to surge beyond its infrastructure.

But these were minor inconveniences compared to the transformation in her business. Sarah had gone from overwhelmed solopreneur to confident business owner with what felt like a highly competent team member – one that never slept, never complained, and continuously improved.

“The difference between Manus and everything that came before,” Sarah reflected, “is that I’m no longer managing an AI tool. I’m delegating to an AI agent. I give it an objective, not step-by-step instructions. And it figures out how to get there, just like a great human employee would.”

For Sarah and entrepreneurs like her, Manus wasn’t just another technology upgrade. It was a fundamental shift in how business could be done – a glimpse into a future where human creativity and AI capability combined to create something greater than either could achieve alone.

The Current Reality: BETA Status and Limitations

Despite all the excitement around Manus, let’s be real: this revolutionary AI agent is still in BETA, with limited access and some growing pains.

Getting your hands on Manus right now takes patience and luck. The system works on an invite-code basis, with a massive waitlist estimated to be over 200,000 people. According to MIT Technology Review, less than 1% of those on the waitlist have received access codes so far. This limited rollout is deliberate—Butterfly Effect is carefully scaling their infrastructure to match demand while refining the system based on early user feedback.

This cautious approach makes sense given the challenges Manus has faced. Its meteoric rise in popularity has led to server overload issues during busy times. Users occasionally experience delays or system crashes, particularly when the platform is handling complex tasks that require significant computing power.

These growing pains are completely normal for groundbreaking technology in its early stages. Remember that ChatGPT faced similar capacity issues when it first launched, with users frequently seeing the dreaded “at capacity” message. The difference is that Manus’s computing demands are significantly higher due to its autonomous operation across multiple AI models and tools.

There are other limitations worth noting. Manus sometimes struggles with captchas and paywalled content when conducting web research. While it can ask for human help in these cases, it breaks the otherwise seamless autonomous workflow. The system also occasionally makes incorrect assumptions or takes shortcuts to speed up tasks, though it generally responds well to feedback and correction.

For tasks requiring deep expertise in highly specialized fields, Manus may still benefit from more detailed guidance. While it excels at general knowledge tasks and many specialized areas, the most niche subjects might need additional context or instruction.

None of these limitations should dampen your enthusiasm for what Manus represents. They’re simply the reality of pioneering technology in its early stages. The fact that Manus works as well as it does despite these constraints speaks volumes about its revolutionary design and potential.

Butterfly Effect hasn’t publicly announced a timeline for wider release, but industry experts predict that a broader rollout could begin in late 2025, with enterprise-specific versions potentially arriving even sooner. The company is reportedly securing additional server capacity and improving its infrastructure to support the massive demand.
In the meantime, the limited access creates an interesting situation—those with Manus access codes have a significant competitive advantage in productivity and capability. This exclusivity has created something of a digital gold rush, with access codes becoming highly sought-after in certain professional circles.

Personal Experiences: Stellar Results

When I first received my Manus access code, I approached it with healthy skepticism. After nearly two years of testing various AI tools that promised the moon but delivered considerably less, I’ve learned to keep my expectations in check. But Manus quickly proved it was different.

My first test was straightforward but meaningful: I asked Manus to research and write a micro-course on the topic of building CustomGPTs. This was a topic I knew well enough to evaluate the quality but broad enough to require substantial research and synthesis.

What happened next was remarkable. Instead of immediately generating content based solely on its training data, Manus outlined a research plan, identified key subtopics to explore, and then began methodically gathering information from authoritative sources across the web. I could watch its progress through the “Manus’s Computer” window as it visited various websites, academic resources, and even analyzed recent studies on custom trained gpt models.

The resulting micro-course wasn’t just accurate—it was exceptional. Manus had discovered innovative best practices I wasn’t totally familiar with, included practical considerations for different types of GPT tasks and specialties, and organized everything in a logical, user-friendly structure. The content was engaging, thorough, and genuinely useful. Most importantly, it didn’t need endless revisions or corrections. Note: the course content did need some proofing and editing although less than I would have expected for the volume of content created and the minimal direction provided by me at the outset.

What struck me most was the psychological shift this created. With traditional AI tools, I found myself in a constant state of supervision—checking outputs, correcting errors, and essentially managing the AI like a somewhat unreliable intern. With Manus, I experienced true delegation for the first time. I could assign a task and then focus my attention elsewhere, confident that the end result would meet my standards.

This shift from “AI as tool” to “AI as agent” is profound. It’s like the difference between having a calculator (useful but requiring your constant input) and having a skilled accountant (who can take your objectives and independently produce the results you need).

The time savings have been substantial—I estimate Manus has freed up roughly 15-20 hours of my most recent workweek. But the mental bandwidth it’s created is even more valuable. By handling research, data analysis, and content creation tasks that previously consumed much of my cognitive capacity, Manus has allowed me to focus on the truly creative and strategic aspects of my work.

Of course, there have been occasional hiccups. During peak usage times, I’ve experienced server delays that temporarily slowed Manus’s performance. There have been instances where Manus made incorrect assumptions about my objectives, though these decreased as it learned my preferences and communication style.

But these minor issues pale in comparison to the transformation in my workflow. Manus has fundamentally changed how I approach complex projects, allowing me to accomplish more with less stress and greater creativity. It’s not just an incremental improvement over previous AI tools – to me it’s a quantum leap forward in what’s possible.

The Future of Agentic AI and Manus’s Role

As we look toward the horizon of artificial intelligence, agentic AI like Manus isn’t just an evolution – it’s a revolution in how humans and machines will work together. The implications go far beyond simple productivity gains – they point to what I believe will be a complete reimagining of knowledge work itself.

In the near future, expect Manus to keep refining its capabilities while expanding access beyond its current limited beta. Industry experts predict that as Manus improves its infrastructure and resolves current server issues, we’ll see specialized versions tailored to specific industries—healthcare, legal, finance, education, and more. These domain-specific agents will combine general intelligence with deep expertise in particular fields, making them even more powerful and useful.

For businesses, the implications are mind boggling. Companies that effectively leverage agentic AI stand to gain significant competitive advantages in speed, cost, and innovation. Due to their ability to be flexible and nimble, small businesses and solo entrepreneurs stand to benefit enormously. As Sarah’s story showed, Manus enables small operations to compete with much larger organizations by dramatically expanding their effective capacity without increasing headcount.

For you as an individual, agentic AI promises the possibility to eliminate much of the drudgery that can consume your professional life. Tasks like data entry, basic research, report writing, and routine analysis can be delegated to AI agents, freeing you to focus on what humans do best: creativity, emotional intelligence, ethical judgment, and interpersonal connection.

This shift will likely trigger significant changes in how we structure our workdays, our organizations, and even our educational systems. As routine cognitive tasks become increasingly automated, the premium on creative thinking, complex problem-solving, and interpersonal skills will only grow. Our schools and universities will need to adapt, focusing less on memorization and more on developing the distinctly human capabilities that complement rather than compete with AI.

Manus is positioning itself at the forefront of this transformation. By establishing early leadership in the agentic AI space, it’s setting standards and expectations that will shape the entire category. Its approach—combining multiple specialized AI models with sophisticated planning capabilities and tool integration—provides a blueprint for future development in the field.

Of course, this future isn’t without challenges. As agentic AI becomes more capable and autonomous, questions about oversight, accountability, and alignment with human values become increasingly important. How do we ensure these powerful systems act in accordance with our intentions and ethical principles? How do we maintain meaningful human control while benefiting from AI autonomy?

Manus appears to be taking these concerns seriously, with its transparent “Manus’s Computer” interface that allows users to observe and intervene in the agent’s processes. This approach—maintaining human oversight while maximizing AI autonomy—strikes a promising balance that other developers would do well to follow.

In the fast-changing landscape of artificial intelligence, predictions are always uncertain. But one thing seems clear: the shift from assistive to agentic AI represents a fundamental change in capability that will transform how we work, create, and solve problems. And Manus, despite its current beta limitations, offers us a compelling glimpse of that transformative future.

Final Thoughts

I believe we are at the beginning of a new era in artificial intelligence. Manus isn’t just another incremental improvement in AI capability—it’s a fundamental shift in how we interact with and benefit from these technologies. By bridging the gap between what you want and what AI can do, Manus has created something truly revolutionary: an AI that doesn’t just respond, but understands, plans, and executes.

The transition from AI assistants to AI agents marks a pivotal moment in our technological evolution. For the first time, you can delegate not just specific tasks but entire objectives to artificial intelligence, freeing your time and mental energy for the work that most benefits from human creativity, judgment, and emotional intelligence.

Of course, we must balance our excitement with the reality that Manus remains in BETA, with limited access and occasional growing pains. Server overload issues and the need for access codes reflect both the tremendous demand for this technology and the challenges of scaling such a computationally intensive system. These limitations are real but temporary—the inevitable early hurdles of groundbreaking innovation.

For those lucky enough to secure access, Manus offers a glimpse into the future of work—a future where AI handles the routine cognitive labor that currently consumes so much of our professional lives. The productivity gains are substantial, but the psychological shift may be even more significant. Moving from “managing AI” to “delegating to AI” creates a fundamentally different relationship with technology, one that amplifies rather than merely assists human capability.

As Manus continues to develop and eventually expands beyond its current limited release, its impact will ripple across industries and professions. The competitive advantages it offers are too significant to ignore, and the businesses and individuals who learn to effectively leverage agentic AI will enjoy substantial benefits in productivity, innovation, and quality of work.

For readers intrigued by the possibilities, I encourage you to join the Manus waitlist at manus.im. While access remains limited, the queue moves steadily, and the experience is well worth the wait. In the meantime, follow Manus on social media and join their Discord community to stay updated on developments and potentially increase your chances of receiving an early access code.

The future of AI isn’t just about smarter algorithms or bigger models—it’s about creating systems that can truly understand and execute our intentions. Manus has taken a giant leap toward that future, offering us a tantalizing preview of what’s possible when AI evolves from assistant to agent. Despite its current limitations, it stands as a remarkable achievement and a harbinger of the transformative changes to come.

The AI revolution has been promised for decades. With Manus, it may finally here.

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Jonathan Mast

Jonathan Mast is the founder of White Beard Strategies LLC, which focuses on harnessing the transformative power of AI in business and marketing. Jonathan champions AI prompting mastery, empowering professionals to lead their industries by saving time, increasing profits, and delivering exceptional value to clients. His expertise enables entrepreneurs, marketers, and business leaders to streamline operations and leverage AI to outpace their competition.

Known for his dynamic speaking, Jonathan captivates audiences with his expertise in AI Prompting Mastery for business and marketing. His presentations are known for their simplicity and actionable content, allowing attendees to implement AI prompting strategies in their businesses immediately. Audiences consistently praise Jonathan’s ability to demystify complex AI concepts and provide practical, same-day applicable techniques that drive tangible results.

Jonathan is a Facebook influencer with a AI mastery group of nearly 400,000 people.