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Rohan Ghosh🛠️ 1 tool 🙏 4 karmaMay 12, 2026@AgentSwarmsBuilding multi-agent AI systems shouldn’t require wrestling with messy Python boilerplate, cloud subscription or complex local setups. I built AgentSwarms (AgentSwarms.fyi) to solve this. It’s an interactive, in-browser visual sandbox for learning, building, testing, and orchestrating multi-agent AI workflows. Instead of relying on a single AI chatbot that easily hallucinates, AgentSwarms lets you drag and drop specialized AI agents—like data extractors, code reviewers, and SQL query nodes—to handle complex tasks reliably. Key features for builders: Visual Edge Tracing: Stop guessing why your AI failed. Click any connection line to see the exact JSON data passing between agents in real-time. In-Browser Execution: Powered by local DuckDB WASM. No backend setup required. Enterprise Templates: Test reverse-engineered Agenitic AI architectures for Cybersecurity, Finance, and E-commerce and 10+ industries right on the canvas. If you are tired of black-box AI debugging and want to master Agentic AI orchestration visually, come try the sandbox for free! Let me know what you think of the new execution history features. 🚀 -

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Real-time voice translation for meetings, calls, and videosOpen
its a great initiative . i appreciate your each piece of effort. make it more versatile for meeting as note taking also . auto summarise and notes down mom of meeting. if should have transcipt interface as two people are chatting instead of just line by line text. not easy understandable who is spaeking. which line. -
This is one of those apps that when you use it for the first time, it feels like magic. It is one of the apps that has led to me using it the most every day. It's almost as integral to me now as ChatGPT. -
Have AI-powered conversations with famous historical figures.Open

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Pretty good tool for writing assignments or essays even, easy to use, gives a structured way to use AI and the outputs are better than expected, looks human. -

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As the service was in beta-testing stage, I created there a dozen of AI-generated courses for free. I wanted to use them. Those courses remained in my account as they started subscription tiers. But recently I have found out that they were deleted. The support didn't answer to my e-mail at all.
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Great AI voices, though still monotonous and robotic, or rather too neutral, with almost zero voice inflections! Excellent to read news, articles, essays, and any nonfiction books. BTW, computers should be allowed to TALK to us for free, like in the Star Trek TV series. Our future grandchildren will laugh at us for "paying" to use this everyday option, biting the hook to "monthly subscriptions" like gullible fish and then getting up to 1,000 words per month" under the so-called Pro version ;-) This is crazy!
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Mindgrasp was the best upgrade from using Chat GPT for school cuz I can upload anything I want and get help from the AI and it’s really detailed notes and answers. It’s cheap too I only pay 9.99 per month
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Your builds just got faster. Here's what changed. Four updates shipped this week. Each one removes something that was slowing you down — an extra account to set up, a Git workflow that lived outside the platform, a repo handoff with dangling permissions, a build you could only poke at with a cursor. Here's what landed. 01 — Model access Use any LLM in your build. One prepaid key, full control over spend. Biela now has its own LLM API key dashboard. Create a key, add a prepaid balance, and start sending requests to whichever AI model your build needs — whether that's a chatbot, an automation, a content generator, or AI features wired into a SaaS product. Each key tracks its own usage so you always know what's being spent and where. No external accounts, no third-party billing — it's all inside Biela. In practice: You're building a SaaS product with two AI features — a support chatbot and an automated email summariser. You create two keys, assign a budget to each, and know at a glance which feature is consuming what. If one runs hot, you pause it without touching the other. 02 — Version control Branches, PRs, commits, pulls. A full Git workflow, inside Biela. Create and switch branches, raise and review pull requests, browse commit history, and pull the latest — without leaving the IDE. If you're shipping features to a team or running parallel environments, this is the workflow you were missing. In practice: You're adding a new checkout flow to a live e-commerce build. You branch off main, build and test in isolation, raise a PR for review, and merge when it's ready — all without touching a terminal or switching to GitHub in another tab. 03 — Repository management Connect, link, switch, hand off. Clean repo control, start to finish. Connect a new repo, link one you already have, or disconnect cleanly with a confirmation step. Permission checks are built in. No leftover access, no manual revokes, no awkward offboarding when a project ends. In practice: A client project wraps up. You disconnect the repo from Biela in one confirmed step — permissions cleared, connection closed. The next project gets a clean link from day one. No audit trail of half-removed integrations to clean up later. 04 — Mobile preview Stop looking at your mobile build. Start using it. Scan the QR code from Biela, open via Expo Go, and you're inside your actual build — navigating with your thumbs, tapping real buttons, scrolling real screens. Not a desktop simulation with a cursor pretending to be a finger. Your app, on your device, behaving exactly as your users will experience it. And when you prompt a change, it appears on your phone before you've set it down. In practice: You're building a field sales CRM. It looks fine on desktop. The moment you're actually holding it, you find it: the action buttons are buried, the nav takes two hands, the form fields are too small to tap cleanly. Thirty seconds of real use surfaces what hours of desktop review missed. One prompt per fix, each update on your screen in seconds. All four updates are live now at biela.dev — no update required, no configuration needed. Open a project and they're already there. Build faster. Ship smarter. Create without limits.
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To start a learning application, I think this is a great platform to support adaptive and personalized learning.
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AI is the trend of the times. This product makes it easier and faster for me to learn and practice AI knowledge. It’s great.
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Our aim is for everyone to easily master at least one foreign language. We created SpeakPal with artificial intelligence and AI teachers to lower the barriers and costs of learning foreign languages for users around the world.
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Been using CloneViral for my UGC ad campaigns and it's honestly a game-changer. The Agent Mode feature is what sold me - you basically describe what you want, and their AI agents collaborate to handle everything from scripting to final video. No more jumping between 5 different tools. The UGC Ads generator is surprisingly good. I can create authentic-looking user testimonials and product demos in minutes instead of hiring creators or spending days editing. Quality is solid enough that my clients can't tell the difference. Not perfect, but for the price and time it saves me, it's become essential in my workflow. If you're doing any kind of social media marketing or content creation at scale, worth trying out.
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Thank you. We are looking forward for the latest 4-o1 model available and it would be even better in terms of reasoning accuracy.
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Looks good but leaves little room for instructions, but allows you to edit the lesson plans afterwards. The bad thing is I could not try doing any of these as it cannot be used without subscription
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KikiVoice does a great job with voice cloning — the results sound very natural and close to the original, and there’s no sign-up required.
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SCORM-compliant, Interactive course builder, personalized learning, tools instructional designers, Teacher toolsOpenI’ve been using Mexty for a few weeks now and it honestly makes lesson creation so much easier. The interface is clean, and I can build interactive content in minutes without needing to code. It’s been super helpful for saving time and still getting professional results. -
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I was just trying it out at first, used some free credits a few hours ago to build a simple app. Turns out, it actually came out pretty decent! I got to test it on my phone without spending a dime, and even showed it to my wife, she was pretty surprised too. So we decided to go ahead and pay to polish it up and download it properly. So far, everything’s running smooth
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Interesting LMS. Love that they use AI in all aspects of the learning journey.
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Sorry, there may be a web server issue, the bug will be fixed in a few days, you can expect the new version
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Your personal AI English tutor for improving speaking skillsOpenGreat tool which helped me to enhance my English speaking skills -
the autocomplete suggestions actually matched my tone and flow. the referencing tool is a lifesaver too, no more flipping between tabs. super smooth inside Word. gonna keep using it for sure
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Made writing my first book simple and fast. I turned scattered ideas into a full, professional manuscript in a weekend. The guided flow kept me focused, and the editing felt natural.
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Learning shouldn't be a chore. Gamify your learning with AISheets.study.Open
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Dash AI has saved me countless hours. It has proven to be more useful than chatgpt or any other AI tool I've tried.
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The concept behind this application is incredibly intriguing. I was pleasantly surprised by the level of accuracy achieved in creating my digital replica. What truly amazed me was the ability to engage in conversations with my digital counterpart. It's a delightful and entertaining experience. Furthermore, witnessing the advancements in artificial intelligence through Vana is truly remarkable. Who would have thought that we'd be able to converse with a digital replica of ourselves, complete with our voice and image? The conversations are incredibly lifelike, as my digital counterpart mirrors my thoughts and responses. My heartfelt gratitude to the creators of this remarkable application.
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OpenFast, Easy to use and makes repetitive tasks easy
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They couldn’t generate zebras without their stripes on 3 separate tries. That’s basic f-ing shit.
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I was skeptical, but finally a useful AI essay grader
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AI-powered social content calendar that automatically creates content.Open
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Master system design and behavior interviews with AI-powered practice.Open
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It solved a tricky question at the first instance. Although, when I asked this question again, it missed it just by an inch. 4/5, highly recommended.
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Open👋 Karl, Co-founder here. We built IRL PLAYground because we believe a child’s first contact with AI should be ethical, creative, and human-centered. Not a tool that replaces their teachers and play environments, but one that works alongside them to unlock imagination and the potential of learning spaces. This first release focuses on the invisible work teachers carry: lesson planning, materials, classroom flow. Not flashy, but foundational. We didn’t build an MVP. We built the infrastructure of play. And this is just the start. It’s designed to be in classrooms now, and soon we’ll bring it into the home. If you’re a teacher or parent, we’d love your feedback, all ideas welcome. Share to those that need it, and let’s build this together. -
Not available for Windows or Android. No information on pricing.
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This is a very useful tool, especially for me as a small business owner. It keeps everything in one place
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Improve reading fluency with AI-powered stories and practice.Open
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If you want an AI RPG that can do 5e, this is closer than any other one you'll find out there.
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Solid platform. Cites information, provides follow-up queries. FREE
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We see so many use cases like conducting workshops, doing role plays, monetizing the content, etc.
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I'm currently testing on iOS and I so very strongly wish I had a web version or Android version as well so that I can use it across all my platforms. Hands down my fav app for news on any device currently.
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It is a Best platform to prepare for Digital SAT Exam.
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Instantly summarize and translate any YouTube video or website with AIOpen
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Hi Lenny, this is Lu, the maker behind readpal.ai. Thank you very much for reporting the issue! The extension currently only supports chrome, or do you mean the website is not loading for multiple browsers for you? Would you mind trying again and send more details to [email protected] if the issue persists? Would really appreciate it. Thank you!!
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Great way to improve you prompting skills through daily exercises. This should be implemented in schools, would really help students. Can also see it being really valuable for adults. Not just for prompting, but for articulation in general. Also made a video about it: https://www.youtube.com/watch?v=A8ZRJgLCFy8
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Track your content’s visibility and performance across AI platforms, globally.OpenThis is a needed product for anyone trying to be seen on ChatGPT! AI will be the new front door of the internet and I want my brand to show up. Knwn helped me optimize both my code and content to show up with greater frequency on all AI platforms.
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Cool tool. I hope you continue to develop this tool to reach its full potential. Keep it up
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Bro this is confusing. Can't you create video explaining how to use this. I create explainer videos for tools I'll create it if you like
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I run my own business on this platform and its very effective, continuously improving, and focused on the human as the orchestrator.
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No-code AI agent for your website, trained for your business data.Open
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OpenThe best tool for starting your store. No coding, agent-first interaction. -
Transform prompts into vibrant coloring pages.Open
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Built with passion. Thanks for your support. - cheers Solo founder :)
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Pretty good, I like the process. I did run into a couple questions that were worded weirdly or just had odd answer logic (it'll mark you wrong for the tiniest typo). Would be cool if it had a bit more wiggle room or a way to flag those. But still, definitely helpful.
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Been using ofox for about 2 months now, mainly to route between Claude and DeepSeek in my coding workflow. The single API key thing actually works — just swap the model name, no SDK changes. Saved me from managing 3 different API keys and billing dashboards. Response times are fine from Asia, no complaints. The 1-star review is weird, this thing just works.
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Hermes Agent Helper seems genuinely useful for people experimenting with AI agents without wanting to deal with overly complex setups. I like that the product feels more practical and workflow-focused instead of just AI hype.
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Personalized 180-day homeschool curriculums for any state.Open -
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Master Blender with a Senior 3D Animator's guide.Open -
APIs and Libraries expert, offers learning, comparisons and more.Open -
That kind of depends on what aspect you’re asking about—are we talking: Commercial air travel? ✈️ The movie Planes by Disney? 🎬 Model airplanes or RC planes? 🛩️ The general concept of airplanes as a feat of engineering? 🤓
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Bahrain Based Data Science, Machine Learning, and Artificial Intelligence Research Business & Community.Open -
Practise English with AI speech analysis!Open -
Sharing the art and hobby of puppetry enthusiastically.Open
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Guide for managing industrial waste and environmental impact.Open

