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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. 🚀 -
Wow! What an incredible app! I was using Cal AI until today. Just cancelled my subscription there and now I’m using Instakal! Free and much more efficient. Thanks to the creators 💪
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basic image generation like any prompt on chatgpt. no value added here.
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Really impressed by the multi-model planning and code review. Having different models collaborate instead of relying on just one actually leads to better decisions. You can feel the difference on more complex tasks.
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Instafill excels at filling out lengthy legal and government forms, provided the PDF form is fillable. The app accepts multiple source files in various formats, such as PDFs, images, and text files, to extract the necessary information for form completion. It has exceeded my expectations and saves a tremendous amount of time when filling out forms.
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Rocket is fast as heeeelll for spinning up prototypes when an idea hits. I've shipped small tools and MVPs with this as the foundation, saves days of boilerplate setup. Great one :)
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It works great and is super easy to use. There are several different layouts to choose frim that are all quite nice.
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Smart bilingual translator for English and Turkish.Open
