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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 -
Amanda Nelson🙏 1 karmaFeb 3, 2026@WorkmateUsed this for scheduling my last 3 interviews and honestly forgot how annoying it was before. One company wanted to do 4 rounds and instead of me going back and forth with their HR person a dozen times, Workmate just handled it. Saved me from that weird anxiety of 'did I respond fast enough' or 'is this time actually gonna work.' -
Turn any song into scroll-stopping videos in minutes with AI-directed scripts andOpen
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Really love using PR.co. Super easy to set up and our team can share press stuff way faster now. It saves us a ton of time and just makes the whole PR job less stressful. -
Test Management by Testsigma | Test Faster with AIOpen
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Human-like AI voice agents for calls, follow-ups, and supportOpen
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I tried NovelGPT a template in AgentGPT and it did an excellent job writing the first two episodes of my novel complete with character descriptions, setting,plot points and well I think you get the point. Great tool can't wait to see it out of beta.
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Great product to offload the data analytics workflow.
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Useful tool for visualizing traffic flowing through your website. Does what GA4 does but without the headache and unnecessary learning curve.
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- SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Agentic AI Orchestration is here! Over 8000 platforms are automated using agents and an orchestration manager. It is the simplest yet most powerful platform on planet Earth.
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Emergent is the first agentic vibecoding platform built for serious builders. If you’re pouring time, money, and energy into building a product that matters, you deserve a platform that takes your ambition seriously. As your AI-native product engineering partner—wired to think in systems, not snippets—Emergent transforms natural conversations into production-grade, full-stack applications without requiring developers. It doesn’t just ”help you code”—it builds end-to-end: real databases, working APIs, secure authentication, production-ready infrastructure, and all the glue in between. Emergent conducts thorough research and deep product planning, developing
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Purely magic. It increases the productivity by a lot and the process is pretty addictive. I've been building websites like there's not tomorrow.
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Is it amazing but the gou requirement is high which regular people cannot try
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We're live folks! Do check us out and drop your feedback or requests.
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Warp is probably the best CLI on the Mac Platform, even better when you are in the middle of that complex linux string and you think How do I...just ask the AI and it will give you that answer you forget all those years ago.
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Honestly this is the GOAT, I tried this tool and it was able to either help debug or make scripts from the ground up. It has support for a lot of support languages too, which adds extra points to how good this tool is.
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Hercules makes software testing so easier! The fact that it offers autonomous test autonomous without any coding or manual maintenance is a time-saver for developers. Great to see an opensource tool handling the 'heavy lifting' in testing.
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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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Looks fresh, haven’t seen anything like it in B2B niche
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Slash 70% time-to-hire with one-way video interviewsOpenA perfect solution for candidate screening! 🔥 Very convenient and efficient for interviews. Saves time, automates the process, and helps quickly assess candidates. Highly recommend! -
Really appreciate the support and thank you for making a video about Tunee. That means a lot.❤️
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Since the VSC extension became available, I've been using IDEs just to install the extension and run Claude Code in them. In the peak of my dev frenzy, I was running nine Claude Code instances in three projects on two computers. Cognitive strain was also extreme, but the amount of code and solutions deployed at that time was extreme as well.
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Your AI-powered partner for smarter, faster, and more productive software engineeringOpencodex is catching up significantly 2026, i have a few bugs that claude code got stuck with lots of back-and-forth, after throwing it to codex it just fixed it with one shot -
OpenThe best tool for starting your store. No coding, agent-first interaction. -
I'm non-technical and I've tried Lovable, Emergent, Bolt. Nothing comes close to imagine.bo right now. The UI is clean and dead simple: type your idea, watch it build a real full-stack app in minutes. But what actually blew me away? Whenever I got stuck and had no idea what to do next, I clicked Hire a Human and a real engineer jumped in and sorted it out. No Fiverr. No agency. One platform, start to finish.
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It helped me save so much time! Thank you to whoever made this.
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AI-Powered Ringless Voicemail for Personalized Outreach and High Callback RatesOpenI've been using VoiceDrop.ai for a few months now and it's been pretty good. I'm in real-estate wholesaling in Miami and heard about it from a friend in my local business group. I wasn't sure about trying new software, but they offered a free trial so I gave it a shot. Their rep Andres was really helpful getting me set up. Within about 3 months I noticed a decent increase in callbacks, which has helped my business. Overall, VoiceDrop has been worth the cost so far. It's paid for itself. If you're considering it, I'd say give it a try. -
Another ClawdBot inversion, love it. Gotta hope for safety!
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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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AI-powered candidate screening with instant results.OpenGreat app! User-friendly design, smooth performance, and all the tools I need are easily accessible. Highly recommend! -
Rumor
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It's a pity I got a red line saying there is an error Actually, after a while, I got an email with the presentation So it was created, delivery was average I'd say, I didn't use it
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Lynx by Apex7 AI offers an interesting approach to workflow automation and AI-powered business operations. The interface feels clean, and it’s great to see a tool focused on helping teams streamline repetitive tasks more efficiently. Looking forward to seeing how the platform evolves and the new capabilities it brings over time.
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Kane CLI: Browser Automation for AI-Driven Testing | TestMu AIOpen -
Yeah, Chatgot is really amazing. I used it for over two months, it was really precise and helpful with every kind of question. I used to ask it to explain math problems to me, and any other questions. It gave detailed and comprehensive explanations. It used to be free, but now it is premium so I can't use it anymore. Overall, it's really great.
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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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