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Dipak Rautela๐ 80 karmaMar 3, 2025@Hedy AIIts a promising project and works well so far. Wishing them all the best and godspeed. -
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AgentSwarms โ Our Biggest Release Yet: 100+ Executable Framework Notebooks, Voice Agents, Website Embeds & More TL;DR โ what's new: -103 executable, in-browser notebooks across 9 agent frameworks โ 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 โ 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 โ 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 โ 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 โ learn every major agent framework by running it We shipped 103 notebooks with live, editable cells that execute right in your browser โ 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 โ plus Vercel AI SDK and VoltAgent. Each track walks the whole arc: fundamentals โ typed tools โ multi-agent handoffs โ memory โ guardrails โ 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 โ give any agent a voice and talk to it You can now turn any agent into a voice agent using a speech-to-text โ LLM โ text-to-speech pipeline, pick from 11 studio voices, and talk to it live in the Voice Playground โ 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 โ 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 โ 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 โ a coordination deadlock, a cascading error, a runaway loop, a prompt injection โ 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 โ 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 โ 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 -
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Really smooth experience with Vivgrid, makes taking agents to production way easier. -
Test Management by Testsigma | Test Faster with AIOpen
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Maybe give it another go now? It works just fine for me
Other tools
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Build web apps and websites without writing any code.Open๐จ Design & Editing โข Easier image editing โข Improved text editing mode โข Better-looking projects from first prompt โข One-click project duplication โข Improved desktop and mobile responsiveness -
Amazing tool in short way all I have to say pretty sells and this makes so pretty images
- SponsorFlow - 4x faster than typing๐ค Dictation
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Instant Website Security Audit & Score. Free Scan & Report in 30s.Open -
Looks fresh, havenโt seen anything like it in B2B niche
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Turn ideas into full-stack apps instantly with GDPR-compliant builder.OpenI tried their Form Builder template to see how it converts descriptions into a user interface. And it produced a functional form almost exactly as I expected. Good for me ๐ -
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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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If your CRM is an exclusive club, Astra is the bouncer you'd want.
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It greatly supported my R&D work by helping me tackle technical challenges and prepare reports.
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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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Another ClawdBot inversion, love it. Gotta hope for safety!
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been using retell ai for last year.... Built over 50 voice agents for mysel and clients.... easy to use ...
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Cassy understands your business and generates customized content in your voiceโor your favorite creatorโs style. Just ask in plain English and get a month of content created and scheduled in under 20 minutes.
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Great tool, easy to get started building AI-native apps, and it has a depth of features needed for production usage
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Seemed pretty straightforward, with the whole LLM-agnostic thing. I managed to do several requests to claude 2 from anthropic, using the same format as OpenAI. Interestingly enough, the answers were (it seemed to me) as good as Gpt-4, but at 1/10th the cost ๐ฅฒ I don't know why Anthropic or Cohere make it so difficult for people to connect to them, but here everything was pretty straightforward, good job!
