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Dipak Rautela🙏 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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Introducing MCP Integration: Your Specs, Inside Cursor & Claude Specifys.ai now connects directly to your AI coding tools via the Model Context Protocol (MCP). Stop copying specs between tabs. Your app specifications now live where you code — readable, updatable, and always in sync. The problem we're solving You write a detailed spec in Specifys. Then you open Cursor or Claude Desktop and start building. The AI doesn't know your spec exists. You paste sections, re-explain context, and hope nothing drifts out of sync. MCP changes that. Your specs become first-class context inside your AI assistant — no manual copy-paste, no context switching. -
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 -
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I was one of the first users of Zocra. The platform has been instrumental in helping me prepare for meetings, generate follow ups, and ensure that no customer action items are ever missed. I use it continuously to provide feedback and feature requests to the product team, as well as to develop real-world use cases for our marketing efforts.
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We use GenRank every day at our company, and it’s been incredibly helpful. It shows exactly how our brand and competitors appear in AI responses and makes tracking everything super easy. Really great tool if you care about visibility in AI.
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I tried out the AI music generator vlogmusic.io, and it’s absolutely amazing! You can actually generate 66 free songs every day—plus, vocal separation, the AI lyric generator, and commercial licenses are all free too. What’s even more incredible is that if you run out of credits, just email the vlogmusic.io team, and they’ll give you more credits for free. It’s totally unbeatable—I really hope this free period lasts longer!
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📚 Smarter Book Discovery — Librida's homepage now adapts in real time, testing personalized layouts and recommendations to help you discover your next favorite book faster. 📖 One-Click Kindle Delivery — Instantly send any Librida book to your Kindle device or app, plus optionally receive a personalized daily AI-generated news edition every morning. ✍️ Better Author Collaboration — Authors can now save trusted proofreaders, exchange files directly in messages, and manage the entire editing process without leaving Librida.
- SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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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 👍 - Didn't find the AI you were looking for?
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Protaige really made my life easier in creating Campaign across different platforms in a single click just by providing my Briefs. Thank you! Awesome Time Saving AI Tool. Really loved using it.
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Hi, Which type of user gets the most value from your platform? The reason I asked is because I like understanding who benefits the most from new products. Who's your ideal user?
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