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AgentSwarms — Our Biggest Release Yet: 100+ Executable Framework Notebooks, Voice Agents, Website Embeds & More TL;DR — what's new: -103 executable, in-browser notebooks across 9 agent frameworks — no setup, run every cell live. -Voice agents you build with speech-to-text + text-to-speech and talk to right in the browser. -Website embeds — drop a standalone agent or a multi-agent task bot onto your own site with one iframe. -30 interactive field-engineering blogs + 25 interactive presentation decks -9 hands-on failure-mode labs + a 38-cell failure-modes notebook covering 12 real production failures -17 free, no-login interactive AI tools -Detailed swarm execution traces — tokens, cost, latency, every handoff -20 runnable industry templates AgentSwarms is a learn-by-building platform for Agentic AI: build, run, test, and ship AI agents and multi-agent swarms — and actually learn the frameworks by running real code, not reading about it. This is our largest update to date. Here's everything that's new. 1. Framework-specific notebooks with executable cells — learn every major agent framework by running it We shipped 103 notebooks with live, editable cells that execute right in your browser — zero installs, zero API keys to wrangle. There are dedicated, in-depth tracks for OpenAI Agents SDK, Google ADK, LlamaIndex, Mastra, LangChain, LangGraph.js, and AWS Strands SDK — plus Vercel AI SDK and VoltAgent. Each track walks the whole arc: fundamentals → typed tools → multi-agent handoffs → memory → guardrails → evaluation, with clear, beginner-friendly explanations next to code you can change and re-run. Start here: https://agentswarms.fyi/notebooks 2. Build voice agents with TTS + STT — give any agent a voice and talk to it You can now turn any agent into a voice agent using a speech-to-text → LLM → text-to-speech pipeline, pick from 11 studio voices, and talk to it live in the Voice Playground — tap the mic, speak, and hear it answer back. Fork a ready-made sample to get started in seconds. Because voice runs on the same engine as chat, your tools, RAG, memory, and guardrails all carry straight over. Try it: https://agentswarms.fyi/voice-playground 3. Build an AI backend and embed agents + multi-agent task bots on your website Ship what you build. Embeds turns any agent or swarm into a widget you paste into your own site with a single iframe — no backend to stand up. Choose an Agent embed (a streaming chat panel that answers with the agent's full brain) or a Swarm embed (a run-and-return task bot where a whole multi-agent workflow executes server-side and returns the result). Every embed gets domain-locked API keys, a per-embed daily request cap, and serves anonymous visitors with no login. Details: https://agentswarms.fyi/docs/embeds 4. New interactive field-engineering blogs and presentations Our library now includes 30 field-engineering blog posts, each with custom interactive visuals you can click through — covering AI agents in financial services, multi-agent simulation, deploying MCP servers to AWS/Azure/GCP, voice agents, security, retrieval, cost control, and framework deep-dives. Alongside them are 25 interactive presentation decks on everything from LLM internals to multi-agent orchestration and LLMOps. Read them: https://agentswarms.fyi/blog 5. A lot more failure-mode labs and notebooks Real agents fail in ways demos never show, so we built the practice ground for it: 9 hands-on failure-mode labs in the swarm canvas that inject a real fault — a coordination deadlock, a cascading error, a runaway loop, a prompt injection — and then grade your fix. They're backed by a 38-cell "Failure Modes Lab" notebook that reproduces 12 production failure modes (hallucinations, sycophancy, RAG poisoning, context rot, cost blow-ups, goal drift, and more) and ships the exact fix for each. Start at https://agentswarms.fyi/learn 6. Free interactive AI tools We added 17 free, no-login browser tools for everyday agent work: a RAG chunking visualizer, prompt-injection tester, semantic chunker, swarm-architecture visualizer, PII redactor, multi-agent token-cost calculator, LLM-as-a-judge builder, tool-schema generator, GraphRAG triplet extractor, synthetic RAG-eval dataset generator, and more. Open and use them instantly: https://agentswarms.fyi/tools 7. Detailed swarm execution traces Every multi-agent run is now fully traced and replayable. Step through each node's inputs and outputs, every tool call and handoff, and read per-run token usage, cost, and latency on a timeline — the raw material for debugging, evals, and cost dashboards. No more guessing why a swarm did what it did. 8. More runnable industry templates We expanded the template library to 20 one-click, runnable industry templates — support triage / knowledge-base agent, research RAG, sales outreach, code reviewer, CRM data cleanser, long-context analysis, and more. Each spins up a working agent or swarm you can run immediately and adapt. Browse them: https://agentswarms.fyi/templates -
Esma🙏 10 karmaMay 22, 2026@MakeFormThis feels like one of those tools that removes a super annoying workflow people just accepted for years.
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Love how direct the name is. “EduSolver” instantly tells you what problem it’s trying to solve 👀
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It gets 2 stars for actually being able to deploy an app. But I'd give it negative 5 stars because it will cause pure rage when it starts to break your app and won't reference what is currently deployed or it will break backups. Wtf?!?!
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Seemed good, the concept of 'vibe coding' is reaaally cool, but I couldnt generate anything with this tool :(
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AI-driven code learning platform for hands-on practice anytime, anywhere.Open - Didn't find the AI you were looking for?
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Hands-on LEGO learning makes computer science accessible.Open -
It really helps in coding. I let chatgpt create a code, and copy paste and ask claude to check it if it can be done better. Well, it is really fun! I also use its Image creation tool to create posts for social media. Having a tool that uses Stability AI API to create photorealistic images is really helpful. Overall 5 Stars, especially for only 8.99 per month. It is the same price like a coffee latte but has really much more value :D
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It's basically a chatgpt whose profession is life advice. Not bad actually, tried going into more in depth thoughts and situations to see how it handles sensitive stuff and it gave some pretty decent advice. A cool one right here
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OpenFun and easy to use. You need to fix some lines by yourself but most of code will write for you! -
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Web Development and App Building Services Overview As a skilled developer, I can assist with creating websites and building mobile applications. I can also generate code to help with programming tasks. Web Development Services Mobile App Development Services Cross-Platform Mobile Apps: I can also develop cross-platform mobile apps using frameworks like React Native, Flutter, or Xamarin. Mobile App Design: I can create user-friendly and intuitive mobile app designs that meet your specific needs. Programming Services Code Generation: I can generate code snippets in various programming languages, including Python, Java, JavaScript, and C . Programming Language Support: I can assist with programming tasks in a variety of languages, including but not limited to: Bug Fixing and Debugging: I can help identify and fix errors in your code. Example Code Generation Here's an example of a simple "Hello, World!" program in Python: def main(): print("Hello, World!") if __name__ == "__main__": main() Or a simple JavaScript function to add two numbers: function addNumbers(a, b) { return a b; } console.log(addNumbers(2, 3)); // Output: 5 Let me know if you have a specific project in mind, and I'll be happy to assist you. I can create websites, build apps and generate codes
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i liked i didn`t tested, but i could`t find any error with code , the only possible thing i could criticize so far is that can`t provide where i could find the shape file , but this isnt that much for a hassol . so is very good
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Converting Python code into illustrative diagrams.OpenI like how it gives both PlantUML and Mermaid code, as I found that the Mermaid graph TD code would sometimes not work in the Mermaid Live Editor. -
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