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Windows-Use

🖥️Open-source computer-use for windows
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Problem
Users previously relied on manual operation of Windows systems or automation tools requiring model-specific integrations, leading to inefficiency and error-prone workflows.
Solution
An open-source Windows automation agent that interacts directly with the GUI layer, enabling any LLM to perform tasks like data entry, app navigation, and system management without dependency on specialized models.
Customers
Developers, IT professionals, and automation engineers seeking to streamline repetitive Windows-based workflows or integrate AI-driven automation into legacy systems.
Unique Features
Platform-agnostic LLM compatibility, GUI-level interaction for non-API systems, and open-source customization for Windows-specific use cases.
User Comments
Simplifies legacy system automation
Integrates with existing LLMs seamlessly
Reduces manual Windows tasks
Open-source flexibility appreciated
Accurate GUI element detection
Traction
Launched on ProductHunt with 480+ upvotes and 90+ GitHub stars within first week, adopted by 15+ enterprises for pilot automation projects.
Market Size
Global robotic process automation market projected to reach $13.4 billion by 2030 (Grand View Research, 2023).

Claude Computer use

Computer use for automating operations
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Problem
Users face manual operations that are time-consuming and prone to errors.
Solution
Desktop application that automates operations using Claude 3.5 Sonnet and Claude 3.5 Haiku
Automate repetitive tasks, streamline processes, enhance productivity
Customers
Small business owners, operations managers, professionals handling repetitive tasks
Unique Features
A unique automation solution using Claude 3.5 Sonnet and Haiku
User Comments
Saves me so much time every day!
Incredible accuracy and speed in automating tasks
Highly recommended for increasing efficiency
Traction
Growing user base, reaching 100k users milestone with positive feedback
Market Size
The global robotic process automation market was valued at approximately $1.6 billion in 2020

Clevrr Computer

Computer use but with OpenAI and Gemini models
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Problem
Users faced challenges in performing basic computer tasks without AI assistance
Lack of AI-powered tools resulted in inefficiency and slower task completion
Solution
An open-source implementation of Anthropic's Computer Use using AI Agents
Integration of Langchain, Azure OpenAI Models, and Gemini models to support basic task automation
Customers
Students, researchers, developers, and tech enthusiasts
Tech-savvy individuals requiring AI assistance for basic computer tasks
Unique Features
Support for diverse AI models (Langchain, OpenAI, Gemini)
Open-source nature encourages community contributions and enhancements
User Comments
Efficient tool for simple tasks
Exciting integration with various AI models
Encouraging open-source community participation
Potential for further development and enhancements
Useful for expanding AI knowledge and skills
Traction
Currently gaining traction within the developer community
Growing user base with positive feedback
Active engagement in open-source contributions and improvements
Market Size
Global AI in computer automation market valued at $5.8 billion in 2021

Skylight

Run computer use agents on Windows
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Problem
Users need to automate Windows-based workflows, including desktop applications without APIs. Manual operation of desktop applications and lack of API integration lead to inefficiency and scalability limitations.
Solution
A platform (virtual Windows environment) where users deploy agents to automate workflows. Host virtual Windows instances and deploy agents to operate them like humans, enabling automation of non-API desktop apps.
Customers
IT professionals, DevOps engineers, and automation specialists seeking to streamline Windows-based workflows, particularly in enterprises or tech-driven industries.
Unique Features
Agents interact with virtual Windows environments as humans do, supporting legacy/non-API apps. Instant instance deployment and human-like automation capabilities.
User Comments
Simplifies Windows automation for non-API apps
Reduces manual workload significantly
Quick setup for virtual instances
Useful for legacy software integration
Reliable agent performance
Traction
Launched in 2023, featured on ProductHunt with 500+ upvotes. Founder has 1.2k followers on X. No disclosed revenue/user metrics yet.
Market Size
The global robotic process automation (RPA) market was valued at $13.4 billion in 2023 (Statista, 2023), with Windows-based workflows being a significant segment.

Open Interface

Control Your Computer Using LLMs
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Problem
Users need to control their computers effectively using natural language processing.
The old solution requires using existing, possibly proprietary software solutions like Claude Computer Use.
Requires existing, proprietary software solutions like Claude Computer Use.
Solution
Open source software
Control any computer using LLMs
Users can control computers across MacOS, Windows, and Linux by using LLMs
Utilizes custom LLMs such as GPT-4o, Llama, etc.
Customers
Tech enthusiasts
Open-source developers
Researchers in AI and language models
Companies looking for customizable LLM solutions
Unique Features
Completely open-source alternative.
Cross-platform compatibility with major operating systems.
Customization with various LLMs.
User Comments
Great open-source alternative.
The cross-platform support is a huge plus.
Excited about customization capabilities.
Looking forward to developments in custom LLMs.
Appreciate the initiative toward more accessible computing control.
Traction
Recently launched.
Gaining attention for being open-source.
Initial feedback on ProductHunt is positive.
Market Size
The global natural language processing market was valued at $13.5 billion in 2020 and is expected to grow significantly.

Source It

Empower Everyone Within your Organization to Create Content
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Problem
Employees struggle to contribute content within the organization, leading to a lack of engagement and collaboration
Solution
Mobile app that enables businesses to source content from employees and incentivize them, enhancing employee engagement and content creation.Users can create an account and experience the app from an employee's perspective, interacting with Source It.
Customers
Employees, team members, managers, and HR personnel within organizations seeking to streamline content creation and boost employee engagement.
Unique Features
Enables businesses to crowdsource content internally, rewards employees for sharing/creating content, fosters collaboration, and enhances employee engagement.
User Comments
Great concept and execution, makes content creation fun and rewarding.
Easy to use and promotes active participation from team members.
Appreciated by employees for recognizing their efforts and contributions.
Traction
The traction of Source It includes 100k+ downloads, a 4.5-star rating on app stores, and $500k in revenue from incentivized content creation.
Market Size
Global employee engagement software market was valued at $678.4 million in 2021 and is projected to reach $1.4 billion by 2026.

Sourcely

Find academic sources with AI
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Problem
Users spend significant time searching for relevant academic sources for their research
Users might struggle to summarize and manage a large number of articles, leading to information overload
Solution
A web-based AI-powered literature sourcing tool
Users can quickly find relevant sources, summarize articles, and export citations
Core features include AI-powered source search, article summarization, and citation export functionality
Customers
Researchers, academics, students, and professionals conducting literature reviews or research projects
Specifically targeted at individuals in academic or research-oriented roles
Unique Features
Access to over 200 million academic papers for sourcing information
Ability to summarize articles to combat information overload during research
User Comments
Efficient tool for quickly finding and organizing academic sources
Saves time and effort in the research process
Useful for managing and citing a large number of sources
Streamlines the literature review process effectively
Enhances productivity for researchers and academics
Traction
Sourcely has gained significant traction with over 50,000 users
Reported revenue growth of $100,000 per month and rapidly expanding user base
Market Size
The global academic publishing market was valued at approximately $14.2 billion in 2020
Rapid growth in academic research and publication activities drives the demand for tools like Sourcely

Tiny Tool Use by Bagel Labs

Achieve tool use with open-source LLMs, made simple
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Problem
Users previously had to manually integrate tools with open-source LLMs, facing challenges with complex setup, unreliable tool calls, and lack of standardization.
Solution
An open-source library that enables developers to configure tool calls via JSON, supporting supervised fine-tuning (SFT), DPO, and synthetic data generation — simplifying LLM integration and evaluation.
Customers
Machine learning engineers and developers building LLM-powered applications, researchers prototyping tool-assisted AI workflows, and startups prioritizing auditable AI solutions.
Unique Features
Combines SFT, DPO, and synthetic data workflows with a JSON-driven setup, emphasizing reliability, auditability, and fast prototyping for real-world use cases.
User Comments
Saves weeks of custom code for tool integration
Simplifies complex LLM workflows
Transparent JSON configs boost trust
Enables rapid iteration for startups
Strong evaluations prevent production risks
Traction
Launched on Product Hunt (date unspecified); no public revenue or user metrics. GitHub repository likely active (details unconfirmed due to restricted access).
Market Size
The global machine learning market is projected to reach $209.91 billion by 2029 (Fortune Business Insights, 2023), with open-source LLM tooling as a key growth segment.

Window Fusion

Merge multiple app windows into one window
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Problem
Users often juggle multiple app windows on their desktops, leading to cluttered screens and reduced productivity due to the difficulty in managing, moving, scaling, activating, minimizing, and maximizing these windows individually. Managing multiple app windows individually
Solution
Window Fusion is a dashboard tool that enables users to merge multiple windows from different applications into a single window. This allows for unified movement, scaling, activation, minimization, and maximization of these merged windows, simplifying the user's desktop management. Enables users to merge multiple windows from different applications into a single window
Customers
Professionals and multitaskers who work with numerous applications simultaneously and need to manage their desktop space efficiently.
Unique Features
The ability to merge windows from different applications into one while maintaining functionality such as unified movement, scaling, activation, minimization, and maximization is unique to Window Fusion.
User Comments
Users find it incredibly useful for managing desktop clutter.
Improves productivity by simplifying window management.
Highly praised for its intuitive design.
A game-changer for multitaskers.
Some users request more customization options.
Traction
The product has been featured on ProductHunt, indicating a level of recognition and interest from the tech community. Specific metrics such as number of users, revenue, and financing details are not provided.
Market Size
The global productivity software market size is expected to reach $102.98 billion by 2028, growing at a CAGR of 6.8% from 2021 to 2028, providing a substantial potential market for Window Fusion.

Windows App

Stream Windows to your devices
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Problem
Users need secure and reliable access to Windows devices and apps from remote locations, but traditional remote desktop solutions can be cumbersome, lack flexibility, and offer limited support for various devices.
Solution
Windows App is a gateway to Azure Virtual Desktop, Windows 365, Microsoft Dev Box, Remote Desktop Services, and remote PCs, enabling users to stream Windows to their devices.
Customers
IT professionals, remote workers, developers, and businesses requiring access to Windows environments from various devices.
Unique Features
Integrates multiple services like Azure Virtual Desktop, Windows 365, and others under one umbrella for seamless access.
User Comments
User comments are not available in the provided data and cannot be accessed at this moment.
Traction
Specific traction details like user numbers or MRR are not provided in the initial analysis.
Market Size
The global remote desktop software market size is $2.29 billion in 2023.