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MongoDB - Build AI That Scales
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Sahil Mohan Bansal🙏 263 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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Building multi-agent AI systems shouldn’t require wrestling with messy Python boilerplate, cloud subscription or complex local setups. I built AgentSwarms (AgentSwarms.fyi) to solve this. It’s an interactive, in-browser visual sandbox for learning, building, testing, and orchestrating multi-agent AI workflows. Instead of relying on a single AI chatbot that easily hallucinates, AgentSwarms lets you drag and drop specialized AI agents—like data extractors, code reviewers, and SQL query nodes—to handle complex tasks reliably. Key features for builders: Visual Edge Tracing: Stop guessing why your AI failed. Click any connection line to see the exact JSON data passing between agents in real-time. In-Browser Execution: Powered by local DuckDB WASM. No backend setup required. Enterprise Templates: Test reverse-engineered Agenitic AI architectures for Cybersecurity, Finance, and E-commerce and 10+ industries right on the canvas. If you are tired of black-box AI debugging and want to master Agentic AI orchestration visually, come try the sandbox for free! Let me know what you think of the new execution history features. 🚀 -

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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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Really smooth experience with Vivgrid, makes taking agents to production way easier. -
Test Management by Testsigma | Test Faster with AIOpen

Verified tools
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MongoDB - Build AI That Scales🗄️ Database -
Man, with the free models that we have web creation became so easy. But everyone had the same websites. I really like how different they look from others.
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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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As a student juggling classes and deadlines, this tool is a lifesaver. It helps me stay on track without having to manually check everything.
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From prompt to tested production agents in hours.Open
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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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Outreach for passive candidates used to eat up hours every week. This automates the initial connection and follow up so i can focus on actual conversations with interested people. Our pipeline has doubled without adding headcount.
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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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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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- New: Animal Cup — a fully playable soccer game built no-code on HappySeeds. Pick your team, choose a formation, kick off. Play it right now. - 8 animal national teams, 6 formations, home/away & AI difficulty, with a hand-drawn HUD and live match stats - Watch the lion roar after a goal and the rooster crow on the touchline — broadcast-style replays, animal celebrations, and all-new sound design - Now on mobile: touch controls and full-screen play — grab a friend and play on any phone Built by a community modder on HappySeeds — shared here as a use case of what you can create.
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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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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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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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Personality-Aware AI Coach that improves Teamwork & CommunicationOpenA really useful tool which has helped me to develop my understanding of colleagues and build effective collaboration in the workplace.
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Build AI Mobile & Web Apps - No Code, No Api KeysOpenI built my fitness app and published it to both App Store and Google Play in just 3 days. OnSpace AI handled all the mobile development complexity. I'm now earning from in-app subscriptions. -
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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Assign Jira tickets directly to Cursor agents and get PRs and Previews.Open
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BotDojo is one of the most powerful AI Agent builders I've found out there. As a non-technical marketer, it took me a minute to get familiar with the designer, but using the preexisting templates is super helpful! I am now running outreach 100% on autopilot. BotDojo personalizes the copy for each contact we reach out to by email and LI. It also takes care of the drip campaign that I run through Lemilist. LOVE IT! I really hope to see more templates coming up soon!
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The Crisp team has done a very good job with this. I'm a very happy customer!
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OpenLove that it’s open source. I built a whole GPT content pipeline in a weekend.
Other tools
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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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it's actually kinda crazy. turned nothing (or lazy ideas) into tiny apps. and you can even tweak stuff. love that it's open source too. big ups to the dev. oh and it's really REALLY quick
- Didn't find the AI you were looking for?
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Another ClawdBot inversion, love it. Gotta hope for safety!
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Approve/reject Claude code permission requests from anywhere on MacOpen
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AI-powered preemptive security intelligence for streamlined decision-making.Open
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Seamless to setup and works as an excellent alternative to GitHub Copilot.
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Used the app for a while. It's easy to use and gets actual results.
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AI-powered research assistant for diverse content analysis.Open
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Streamline security workflows with AI recommendations in JiraOpen
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It missed my expectations, because I got smth completely different.
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Glad to hear that! That's why i wanted more info , in order to help you out to obtain the product! Enjoy! Have fun!
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Guides the creation and testing of product prototypes.Open -
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Identify your needs for a custom no-code Operating System.Open -
Specializes in Customer.io Liquid code, always outputs codeOpen -
Identifies key changes in code for precise Git commit messages.Open -
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Your front-end web dev assistant with code examples and advice.Open -
Assisting with OpenAPI Schemas through JSON examples, tips and best practices.Open -
Your AI companion for easier Bubble.io navigation and application development.Open -
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