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MongoDB - Build AI That Scales
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Agent generator
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From prompt to tested production agents in hours.Open

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Sha Ok🙏 35 karmaNov 30, 2024@FetchFoxWorking great as of 30/11/2024. Let me tell you why I'm so happy about this, because I was desperate: - Firecrawl.dev? Inconsistent API documentation. Apify scrapers? Couldn't work on my target URL. - I spent $150 over 4-5 OTHER tools before finding this one, which is free to use locally right now. Wow. I'm dumb. - My target URL was a broken site, with 500 javascript errors, content violations, bad cookies, etc. - Not a single scraper worked that I tried, except for this one. So yeah, I'd say I'm pretty happy -
I have been using this application for some time now, and it pleasantly surprises me. At first, this tool seemed to be just something like a smart document search, but I was wrong. It is able to generate brief contents of books and documents. With it, I will be able to create my own knowledge base in various areas, which will be built only on the data I uploaded, which I am sure of. Overall, the app is great, and I can safely recommend it. How do I personally use this product: For example, to summarize medical research and books. I intend to use it for academic research to save time searching for answers to specific questions and searching for links (documents, pages, comments), and I have to say that I am impressed. I upload not only PDF documents, but also transcribe videos of specialists in the right subject and upload them together to the service. Thus, I make my personal library, knowledge base and the quality of knowledge deeper. More recently, I came up with the idea to use the knowledge of some specialists who run their social networks and tell me the information I am interested in on their pages, because I can also collect their posts on social networks. networks in one document and upload to the service. What I liked especially: 1. Simple and user-friendly interface. Everything is in its place and nothing superfluous. 2. The algorithm does not come up with answers, but proceeds from the data in the document, allowing you to ask contextual questions and receive point-to-point answers in real time. Very often, language models sin against this. 3. Unlimited questions in the "chat" You can ask as many questions as you want in real time without using any credits. 4. Unlimited daily download. 5. I can upload documents in any language and get answers in my own. I can make full use of knowledge from all over the world, not just in my language. 6. The file viewer and links work well. Just click on the link and you will open the document in exactly the right place! 7. Chat with documents is quite accurate and fast. 8. The idea of labels is quite convenient and it is possible to add multiple labels to a file. 9. After downloading the document, it will warn you which pages were not recognized or have little content. 10. Understands the context of the correspondence, and does not answer the last question. 11. Responsive support. 12. API Access 13. OCR. 14. Automation of the workflow. 15. The ability to use your OpenAI API key 16. There is a promising roadmap. Separately, I would like to tell you about the workflow automation function, with the help of, when working with a group of documents, which can be processed separately only the necessary sections of documents. This makes it possible to access several documents at once. This is a super opportunity to gain deeper knowledge from documents uploaded to the service. It should be noted that in the end, a lot depends on how correctly you ask the question. This is both a plus and a minus. An experienced user will always be able to bring the algorithm to the conclusions of interest. For novice researchers, it will be a little more difficult to set the right direction to find the right information. My dreams: 1. Although I have no problems with the document loading time, it would be cool to speed up the document processing time. 2. I would like more free language models. At the moment, the service uses OpenAL GPT 3.5 Turbo and Anthropic Claude 3 Haiku. In principle, this is enough, but it would be good if more advanced language models were included, which will allow you to study your documents even more deeply. 3. I would like to be able to add ready-made template queries to documents. 4. I would like to be able to mark the best answers, which I can quickly refer to later. 5. I would like to be able to create folders in the Documents and Options section cataloging my knowledge. 6. I would like to be able to change the title of the document. 7. I would like to have an internal search system for documents or labels, which will become very numerous over time. 8. It would be very useful to be able to add people to work together with configured access rights. 9. The opportunity to create your own knowledge base and post it on your website via html code would be very useful. 10. I would like to be able to highlight the desired fragment or keywords in the document when you click on the link in the response to the document request. What I wanted to draw attention to: It seemed to me that OCR does not work quite correctly, after downloading the document, it writes "you have not enough credits to use OCR", although there are credits. Maybe I was doing something wrong. I'll figure it out. In general, I would like to rate the usage experience at 5 stars. I recommend everyone to try it! - Sponsor
MongoDB - Build AI That Scales🗄️ Database -
Its a promising project and works well so far. Wishing them all the best and godspeed. -

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OpenI love this extension, mobile app and desktop software! I use it everyday and everywhere. Generated text are amazing. Well done to the team and continue your incredible work! For me, Voilà is the best AI assistant, copilot and AI writer on the market. I stopped my ChatGPT plus subscription since I discoverer it. -
UI Experience is fast & good with free account limited data (100 csv records) but no 3rd party integrations and limited data connection and no 3D /funnel many more chart visualizations are missing.
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Relay.app fills the gap between AI and actually using it. It allows you to build your own custom flows and agents, unlocking a level of customisation that was previously only achievable through custom code. It's a game changer, and the free plan is so generous - go try it!
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Boost your creativity with AI-powered brainstorming.OpenI can't explain how impressed i am by this. I've seen tools to help you brainstorm ideas, but not one to break your task down into big steps, then little steps for each of these. Plus "games" to help come up with more ideas for your project. I'm excited to use this! - Didn't find the AI you were looking for?
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AI Product Management with Contextual Intelligence | Second Brain for Software HousesOpenGreat tool for simplifying product requirement tasks. Smooth Jira integration, some AI-generated content might need tweaking. If you’re looking to streamline your process without spending much, it’s definitely worth a try!
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Voice-first AI workspace for meetings, notes, and dictation. Works offline.OpenVery interesting tool and useful ❤️👌🏽👏🏽🙏🏽 -
2PR is now a full end-to-end growth agent — the one app that takes you from idea to analytics, replacing your $3,000/mo ghostwriter. What's New 🤖 MCP Integration — drive 2PR from Claude Desktop and any AI client: draft, schedule, and analyze your LinkedIn content straight from your agent 💬 AI Replies to Every Comment — a DB-backed inbox that loads instantly and drafts three replies in your voice; ship with Tab, ⌘., Enter without living inside LinkedIn 🌐 Ideas From the Whole Web — one feed of what's going viral on X, Reddit, Substack, Hacker News, GitHub, and LinkedIn, on top of a 2M+ viral post library 📊 World-Class Analytics — follower growth and post performance in one view, posting-time heatmaps, best-time-to-post, TOFU/MOFU/BOFU funnels, and CSV/PDF export 📅 Planning & Scheduling — Kanban planner with drag-and-drop, optimal-time scheduling, first-comment automation, and bulk CSV scheduling for teams 🎨 Native Visuals — carousel generator plus native image generation (Google, ChatGPT, Ideogram), video, and multi-image uploads — no Canva ✍️ Draft Coach — three versions side-by-side, line-by-line scoring of hooks, CTAs, and structure, with one-click fixes and source-backed fact-checking 🌍 Multi-Language UI — now in German, Spanish, Portuguese, and French Same promise, bigger product: one app that writes like you, knows how to go viral, and never risks your account — built on the official LinkedIn API with no cookies, no password, and zero ban risk.
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Great SEO tool! Easy to use, chat first interface. Ask RankBot how to get going and he will get your SEO campaign up and running in a few easy steps.
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Easy to start and made a customer support agent for my website in a few minutes!
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I got private beta access when it was launched its acutally really helpful ... everything I used to manually has been automated its so easy now that even a non tech background person can leverage it.
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I’ve added the newest OpenAI models to n8nChat! - gpt-4.1-nano - gpt-4.1-mini - o4-mini - gpt-4.1 - o3 This update is currently live in the Firefox version, however the Chrome version is still pending Google approval for the update.
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Thanks for your feedback! We are also shipping some exciting new features this month!
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Turn any song into scroll-stopping videos in minutes with AI-directed scripts andOpen -
This is a fantastic tool for creating a bespoke chatbot that understands the nuances of your business. It's so easy to set up, works with all the platforms I use, like Slack, Google Drive, Notion, and Zapier, and it's massively helped with customer service queries. Would definitely recommend.
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Well, what can I say, I managed to create quite a few books quickly and with good quality ;)
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At first, I underestimated this tool. Now I can easily see its real power for beginners or entrepreneurs.
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Amazing deep research feature! Haven't seen this level of execution through any other tool. It gives a designed socket to view a presentation at the end.
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I like Needle very much, it helps me a lot as it saves me so much time that I would otherwise waste on unnecessary searching, thank you very much Needle :)
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Test failure can be triggered by: - Text not being found - Image not being found - "Assert" condition not being met (according to AI with 90% confidence)
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Hey! My name is Domantas and I invite all fellow solopreneurs, business and product owners to try Hostinger Horizons. Using it is super simple - you are creating a website or application just by prompting - chatting with AI. No struggle, code or design skills are needed. You can literally have your website live in few minutes. Looking forward for your feedback!
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The Agent is really handy. It's much more streamlined and convenient than canvas-based AI tools. There's a bit of a learning curve at the start, but once you get the hang of it, it's incredibly useful
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👋 Hey, I'm the founder of Flowova! We built this because we were tired of spending hours dragging boxes in traditional flowchart tools. A few things you might not know: - Works with anything — text, images, PDFs, Word, PPT, Excel, even photos of whiteboard sketches - 40+ themes designed for presentations - Full Mermaid code support for developers Happy to answer any questions! 🚀
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Give your brand superpowers with automated creation, metrics, and analytics.OpenAs a physician, I barely have time to create content — and hiring an agency would be far more expensive. With ContentsPilot, I can keep my social media active, and whenever I get a moment in my day, I just record what’s needed. The rest of the content is already prepared and organized. It’s become the perfect solution for my busy routine.
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made a presentation for my site with just 1 prompt, lol how did the AI get so much information out of my website lol
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Your AI business agent platform, on any channelOpenHi there, I’m Alix, co-founder of Invent. We’re building the future of Customer Support UX, where humans and AI truly collaborate. Would love to read&hear your thoughts. DM for any questions. We ship fast!
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If ai agents collect data but don’t qualify or convert leads, you’re storing inputs instead of generating revenue -> ~25% loss. How many submissions actually turn into deals?
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Skin Unites Us™️Personalized AI & biotech skincare for every shade, every story.OpenExtremely useful advice for any skincare related question, cute. Should give it a try girlies -
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Really smooth experience with Vivgrid, makes taking agents to production way easier.
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good for beginners & really awesome features, yet to be integrated within themselves
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I've tried about 10 different of these article makers, it's nice to see this one finally getting some recognition..this one actually works and i have proof of it working, my traffic from google has increased quite a bit, impressions AND clicks...
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Great tool for engaging customers and repurposing content! I also made a video on it https://youtu.be/cIEUz3bxPRc
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finally don't have to babysit my campaigns at 2am. alex ai actually catches issues before they burn through budget. paused three underperforming ads last night while i was asleep. worth every penny
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OpenGreat tool! Found me super niche influencers pretty quickly! -
Scrollsequence is a game-changer for interactive storytelling! Smooth animations, intuitive setup, and impressive control over scrolling sequences make it perfect for engaging web experiences. Highly recommend for designers and developers looking to elevate their sites. 🙌
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Seems shady / Scammy no contact info on website (imagine a so called connector platform not having contact info for themselves) The videos are all set to "private" (what are they hiding and why?) all red flags
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Hi, I am Kingsley, the co-founder of VoicePod AI voice automation solution for businesses. We developed this solution to help business owners streamline lead prospecting, qualification and follow-up, appointment scheduling, customer care support and more using intelligent voice assistants for inbound and outbound calls featuring multi-lingual and custom voices with deep integration into existing CRM and workflow. Please, do leave your review or support requests and we would be in touch. Thank you.
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Ready-to-use AI Teams for Your Automation NeedsOpengood!A different kind of AI tool that has been very helpful for my work!
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This its best AI bot i have used, its very quick and accurate, nice experience, its like im talking to real human with all emotions
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I love ShakespeareAi. After trying other products I landed on their website and it’s the best thing that ever happened to me. At first there were a few problems, but the team has been efficient and very quick in solving them for me, even accepting suggestiona from me.
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One-click OpenClaw setup with AI inference included, no token capOpenAwesome idea to have a unlimited token plan tied directly to a managed opnclaw instance. A little bit tricky to get setup without CLi access. but seems to work well once you get past that! -
Create accurate estimates in minutes with AI.Open
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Used 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.'
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Easy to start and connect agent to WhatsApp
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This is awesome! I love that it tells you exactly how much time it takes you from one location to another and how to get there
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Bracket makes your task list proactive. Instead of hunting tasks across tools, Bracket captures them straight from Slack and Email (for now :P). It automates follow-ups, takes accountability for your tasks, and eliminates the hours wasted maintaining task systems. Operate where your work happens —> no context switching, no dropped balls, just a team that actually follows through. Try Bracket free, sign up to the waitlist today.
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Smart Conversations, Real Results 24/7 AI Voice Agents for Growing BusinessesOpenThanks for using the paltform @Nuffff we have gone through your case and refunded as per our policy : https://www.dialora.ai/refund-policy -
Extract data from any document automatically with AI.OpenThe tool worked really well for us. It was easy to upload our first PDFs and set up an automated flow through the API
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Gave it a try, before i used to use Calendly and manually tag them as important. Used some trackers on Appstore but this works just as well if not better, really like it!
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Another ClawdBot inversion, love it. Gotta hope for safety!
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Impressive work from the team at Tented.ai, their approach to AI-driven automation is genuinely next-level.
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Hey! Thanks for your interest — we’ve opened up applications for the Early Access Program of our AI Agent for Mobility and Logistics. You can apply here: https://getswitch.io/agentic-ai-for-mobility-and-logistics/
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The Most Complete End-to-End MCP for WordPressOpenEasy MCP AI enables you to do vibe blogging—write, edit, and manage your WordPress site without opening the WordPress admin dashboard. Never let your WordPress site go silent. Conduct content audits, create new posts, optimize existing posts, or perform any task within WordPress easily from anywhere.
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From draining mental fog into a clarifying 'aha moment' in one conversation.OpenDropped thoughts in and the ask youfself and downstream consequences brought clarity to myself. -
Great platform! Very impressed by the ability to combine documents to generate full research reports or extract data in large PDF files.
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AI agent for Jupyter: Generate code, run cells with natural language.Open
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OpenThe best tool for starting your store. No coding, agent-first interaction. -
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OpenHonestly didn’t expect much at first, but this turned out to be surprisingly useful. The experience feels smooth and actually practical, not just another overhyped tool. Been using it consistently and it genuinely helps. Definitely worth trying.
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Honestly SurfSense is amazing, I use it almost every morning to get an mp3/podcast of my Gmail, Gcal and urgent Linear tickets so I know exactly what's going on that day. It's also insane for board games because I just throw the rulebooks in and share it with my friends so we can chat with the AI together to figure out how to play. And it is scarily good at untangling and explaining really complex rules when we encounter some weird situation!
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This tool is very helpful at quickly creating new recipes based on the food that's already in your fridge! I was surprised at some of the recommendations it came up with for me that were a lot better than I'd think of on my own. I also love that you can get your first snap completely for free as well. Highly recommend!
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it integrates so well with my workspace, could be more responsive though!
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Human-like AI voice agents for calls, follow-ups, and supportOpen
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OpenIts marketed as free but is not free, its 7 days free trial and $45/ month
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Had an incredibly insightful meeting with the team. It’s definitely worth your attention if you’re planning to automate your property management.
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I’m no longer worried about office devices or Wi-Fi being blocked when using AI. With that "AI You Can Text" feature, where Anuma can be accessed via SMS or iMessage, all those problems are gone. Plus, I’m not worried about data security either, because all our interactions stored in the Private Memory are end-to-end encrypted, and the Private Memory itself makes sure we never lose context.
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Hermes Agent with zero setup, maintenance, or infrastructure management.Open
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Test Management by Testsigma | Test Faster with AIOpen
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Hello 👋, I'm Luc, surfmind creator. I built this tool to solve my own problem of getting instant AI assistance on tab without switching tabs and disrupting my flows. I hope you find it just as helpful!
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What you’re describing is interesting, but also risky. If users stay for insights but you position around ops efficiency, you’re likely attracting the wrong icp and underpricing the real value. In similar cases, that creates a significant revenue ceiling. Have you tested leading with insight speed / decision advantage instead of scheduling pain?
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Why I Built Site2CRM I was cold calling 30+ leads a day and manually typing every contact into my CRM. Name, phone, email, company, notes. About seven minutes per lead. That is 3.5 hours a day lost to data entry instead of selling. Everything I found was either bloated enterprise software or basic form tools that did not truly sync with the CRM. So I built Site2CRM. Add a form or AI chat widget to your website and every lead syncs directly to your CRM in real time. No copy pasting. No middleware chains. It just works. The AI chat answers visitor questions 24 hours a day and captures contact details mid conversation, pushing them straight into HubSpot, Salesforce, Pipedrive, Nutshell, or Zoho. If you are wasting hours on manual CRM entry, this is the tool I wish I had. https://site2crm.io
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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.
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Geekflare Chat has made my workflow much simpler by bringing multiple AI models into one place. I can quickly compare responses, which is really helpful for content ideas and research. It’s fast, clean, and easy to use, and I haven’t faced any issues so far.
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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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AI receptionist for service businesses — answers every call 24/7, books appointments,Open
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What I love most about 1ClickReport is how fast it helps you spot what's broken. We started catching conversion drops, budget leaks and underperforming campaigns way earlier than before. Fixed issues we didn't even know existed. Our clients are seeing better results and we look smarter. This is the tool that actually moves the needle.
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Cassy understands your business and generates customized content in your voice—or your favorite creator’s style. Just ask in plain English and get a month of content created and scheduled in under 20 minutes.
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Been playing around with Edge Arena and I like the concept of comparing different AI approaches before committing to one. It’s useful for turning ideas into more actionable plans, and the focus on execution rather than just brainstorming makes it stand out from a lot of other AI tools.
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AI agent with infrastructure knowledge for incidents.Open
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AI-powered construction site safety and compliance management.Open
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Autonomous AI agents for marketing insights and optimization.Open
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AI marketing agents that handle your marketing autonomously.Open

