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SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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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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I found the AI easy to use after watching the intro video on youtube. I like the conversational nature. These Personalities are engaging. The report feature is useful. -
Love it! So far it looks like a hybrid of educative.io (path, text format, practice with mistakes correction after) duolingo (on the practice part) based on the user experience and I personally like both
Other tools
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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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A valuable resource. I think I will be using this site quite regularly.
- Spotlight
SureThing.io - "OpenClaw" for BeginnersTask automation
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tried it out and the results were quick and well organized. really helpful for turning content into something easier to study. and it’s freeee!
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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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Profoundly expensive. They are charging $79 per month on a yearly subscription. The free version has few ais available. If you opt for the monthly subscription you'll be morgaging your family at $99 per month. I don't know any teachers who could afford that even in the short term. There are far less expensive ai options out there which are just as good.
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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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I like the interface and all the variety of activities but I’ve found the leveling system to be rather inaccurate. I’m in advanced speaker of Korean, and after doing the level test and manually adjusting my level, I still receive activities related to beginner Korean grammar. Overall, I think it’s a great idea, but it might still need some tweaking regarding levels.
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Memoripy is a GAMECHANGER. I see why it has so many stars on GitHub- we use it for all of our agents to ensure they are context aware! Great job 👏
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OpenThanks - are you looking to generate business ideas from the transcript as an extra feature? -
Really amazing! Makes learning content and engaging with things so much easier!
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OpenThere's still room for improvement, but overall not bad. It's great for start. Thank you! -
It is a Best platform to prepare for Digital SAT Exam.
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Really impressed with the latest updates! The collaborative whiteboard and real-time web design tools are incredibly useful — I can sketch ideas, tweak layouts, and instantly see the results, all in one place. It’s smooth, fast, and actually helps me get work done instead of just talking about it. Athena is already one of my go-to tools. I use it daily for creative projects and team discussions, and it's made a real difference in how I work.
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I like it. Based language - english. Some weird machine pronunciation.
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it's wild how MLflow takes chaotic experiments and turns them into neat, tweakable apps.it's open source, dead-simple to install and crazy fast at loggin metrics. kudos to the dev :D
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Build fluency through conversations on any topic with Arti, our AI tutorOpen
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Great tool. I'm excited for the full release. I think this can be a great way to get people to learn things using hobbies and activities they already like and enjoy https://youtu.be/hYLOW3Pbr20
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Try Speak feels much more interactive than traditional language learning apps. I like tools that focus on actually practicing conversation and speaking confidence instead of only memorizing vocabulary lists.
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Master the mystical Enochian language with guided lessons.Open -
Hands-on LEGO learning makes computer science accessible.Open
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A Russian language education assistant for students and teachers.Open -
Beginner-friendly Python guide with practical projects.Open -
Master machine learning through hands-on labs and AI.Open -
Enhance your vocabulary with clear meanings and spaced repetition.Open -
Creates educational flashcards and integrates with Anki.Open -
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Specialized in Hindi education, adept at curriculum-based learning and personalized teaching.Open -
Analyzing student's test to provide personalized study advice.Open -
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Italian language education assistant, tailored for students and teachers.Open -
Bridging educational gaps with multilingual task adaptation.Open -
Assists in memorizing Bible and Orthodox Christian texts.Open -
Improve language skills through interactive scenarios and feedback.Open -
Useful and works step by step with you. Overall a pleasure to use.
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A specialized GPT for Korean education, personalized for your learning.Open -
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Master survival and strategy on the Martian frontier!Open -
Your personal guide to responsible innovationOpen

