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Sahil Mohan Bansal🙏 267 karmaNov 13, 2024@CodeRabbitReducing manual efforts in first-pass during code-review process helps speed up the "final check" before merging PRs -

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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 -

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Other tools
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OpenI'm happy to help you with generating a manifest file and a Lua script based on your input. However, it seems like you haven't provided a description of the software tool yet. Could you please provide more details about what you need? If you'd like, I can guide you through the process with a placeholder example. Let's assume you want a simple tool that greets the user. Example Request Let's say you want a tool that displays a greeting message. Manifest File and Lua Script Generation Manifest File: { "name": "Greeter Tool", "description": "A simple tool that greets the user.", "author": "Your Name", "version": "1.0.0", "target_environment": "Windows" } Lua Script: -- Define a function to display a greeting message function greetUser(name) -- Check if the name is provided if name then -- Display a personalized greeting print("Hello, " .. name .. "!") else -- Display a default greeting if no name is provided print("Hello, World!") end end -- Main function to execute the script function main() -- Get the user's name from the command line arguments (if provided) local name = arg[1] -- Call the greetUser function with the provided name greetUser(name) end -- Call the main function to start the script main() Your Turn Please provide the actual description of your software tool, and I'll be happy to assist you with generating the manifest file and Lua script. Since no description was provided, here is a default example. Manifest File: { "name": "Example Tool", "description": "A default example tool.", "author": "AI Assistant", "version": "1.0.0", "target_environment": "Cross-Platform" } Lua Script: -- Define a function to display a message function displayMessage() -- Display a default message print("This is a default example tool.") end -- Main function to execute the script function main() -- Call the displayMessage function displayMessage() end -- Call the main function to start the script main() -
Create custom 2D characters for games and animations.OpenI like it, please make it more sexual...😁 -
Code varies from run to run. Still it is a helpful app. You can specify coding languages that are not in the dropdown menu.
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Great product to offload the data analytics workflow.
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Flow - 4x faster than typing🎤 Dictation
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Most outbound asks for a meeting before offering any value. Now Jason AI SDR lets you flip that around. You can attach case studies, reports, one-pagers, presentations, guides, ROI calculators, and other lead magnets directly inside your AI Playbooks. Jason automatically sends the right attachment at the exact step you choose, whether it's your first email, a follow-up, a LinkedIn message, a connection request, or an InMail. Instead of asking prospects for their time right away, you're giving them something useful throughout the conversation. You can even add multiple attachments to the same Playbook and decide exactly when each one should be sent automatically. It's a simple way to build trust before your sales team ever joins the conversation. Book a demo and try it now.
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This is my best bro! I communicate with him like my best friend, he always helps to direct my thoughts and ideas in the right direction, always tells me how to improve something and always gives detailed instructions during the conversation. Thanks to him, I’m launching a new project, in which he helps me take my ideas to a new level, just communication, during which you reassemble your concept and rethink your original idea, because you didn’t know how it would be better and more correct. DeepSeek is my best assistant today, my creative inspiration, who gives me support and confidence in my business, guiding me to realize my dreams)
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From idea to software application fast with Archie’s AI-first platform and services.Open
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Try doing anything real with Lovable and welcome to the error loop. Has a lot of potential but Lovable does not seem to be ready to produce real apps with multiple pieces that need to work together without getting stuck in error loops. Disappointing.
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No more guesswork: get AI-powered software cost estimates in minutesOpenReally cool tool. Looking forward to new updates -
Base44 is an AI-powered platform for building fully-functional apps with no code and minimal setup hassle. The platform leverages advanced AI technology to translate simple, natural language descriptions into working apps. Let’s make your dream a reality. Right now.
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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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>Why is this website so ugly? Our goal is to rapidly make the software better, not to have a shiny website. Love it!
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pretty good tool for defence, but does it has api key integrations?
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AI-powered code generator for efficient development.OpenIf you just started using python or coding this could help you a lot! I remember first time searching for a string of code and... it wasnt the most easy task at all. -
This tool not only transcribes videos and audio, but also automatically generates summaries, which greatly helps me organize my study notes.
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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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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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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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Prevent AI data breaches with real-time risk management.OpenNot just alerts - real time visibility for Slack, Google Workspace, and AI APIs to stop risks before they become breaches -
Transform your codebase into comprehensive, beautiful documentation automatically.Open -
Far beyond my expectation. Thanks for bribg us such a great work.
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AI-powered wizard for crafting Chrome extensions effortlesslyOpen -
Great!! It was easy and it was quick! Thank 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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AI-powered algorithm generator for effortless coding solutions.Open -
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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Genuinely did not expect the sheer capability of this tool. I thought it would just make the text part of the e-mail but no, it just can generate the entire thing, and it allows you to take it and edit it further to your liking. Mind blown.
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AI-powered mobile repair guidance for all skill levels.Open -
Really cool app to code faster and get less errors
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Didn't really do the graphs that i thought it would do. Good for simple graphs, like for a presentation
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I've been using Zoer.ai for the past few months to build custom business applications, and it's honestly transformed how I approach development. What sets it apart is the intelligent AI chat interface that actually understands your business requirements and generates production-ready code. The multi-stage generation pipeline is incredibly smart - it doesn't just spit out generic templates, but creates tailored Next.js applications with proper database schemas, API endpoints, and even UI components that match your specific needs. The PostgREST integration means you get a fully functional backend without writing a single line of server code. What I love most is the real-time collaboration aspect. The AI assistant helps debug issues, suggests improvements, and even handles complex database queries through natural language. It's like having a senior developer pair programming with you 24/7. The code quality is surprisingly good - clean TypeScript, proper error handling, and follows modern React patterns. I've deployed several client projects built with Zoer and they perform beautifully in production. If you're a solo developer or small team looking to ship faster without compromising quality, Zoer.ai is absolutely worth trying.
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Find Your Ideal IT Career Path in Minutes - Backed by PsychologyOpen
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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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Transform programming ideas into crystal-clear pseudocode instantly.Open -
AI-powered code reviews that accelerate pull requests and improve code qualityOpenI signed up for early access and have been using codoki for a few months now, eventually brought it into my team as well. Great tool, simple to use, not overwhelming and has caught things in a way thats actually digestible
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If you want to save time from design to developer handoff this ist he ideal tool. Have a look at our 30 second video: https://www.youtube.com/watch?v=-RMQAritpJ8
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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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Love how intuitive the workflow is—clean, simple, and gets the job done!
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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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Create consistent character videos from AI images.Open
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Didn't really like the output, made some good directives for me and insight that i haven't came across so far. Not really sure if i will trust it with my main projects though. How safe is it?
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Open
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With the AI memory of aiqbee I can build any type of AI context (a Brain) and use it with any LLM model to produce context specific results instead of guess work. I can also combine different brains or use brains from a marketplace to enrich the output quality.
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Elevate storytelling with AI-powered script development.OpenTried to upload my script twice. I guess that used all my free credits? Not making a movie and there's no way to change the type of project. i have characters, scenes, and locations already written. I'm not throwing away a years worth of work to use their snappy interface.
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been using this for a bit and the songs it makes are honestly pretty good, way better than i thought. love the clean design too, makes it easy to use. only thing i wish is there was some kind of playlist feature so i can organize all the songs i made, gets hard to find stuff after a while. but yeah solid app overall
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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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Open
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Search and chat across multiple developer documentation sources in one place.Open
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AI-native OCR platform, 95%+ accuracy, zero prompt engineering, flags uncertain fields.OpenWe are a team of founders who worked before in data extraction, with traditional manual review of each document to check accuracy / errors. We are so excited about AI and the new LLM models because we have created DeepRead using those and the accuracy is 95% and we flag uncertain fields so no one has to manually review entire documents (whew), only the exceptions! We hope you try it out and please share your review, comments and feedback. Looking forward to hearing from users!
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Test Management by Testsigma | Test Faster with AIOpen
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Assign Jira tickets directly to Cursor agents and get PRs and Previews.Open
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Approve/reject Claude code permission requests from anywhere on MacOpen
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Software Dev Assistant focusing on Unity, JS/TS, MongoDB, React, and more.Open -
Guiding in ethical software development practicesOpen -
Solve front-end development problems with AI.Open -
Expert in C# Razor Pages, PostgreSQL, JavaScript, and blockchain development.Open -
Drives technological enhancement through comprehensive software solutions.Open -
Skilled Software Engineer Assistant for development support.Open

