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MongoDB - Build AI That Scales
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Context development
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Pete Ballotta🙏 15 karmaJul 16, 2025@LittlebirdI've been using it for a few months, primarily for research, content generation and writing for both internal docs and public posts, and searching for data from weeks prior. It's been a game changer.
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impressive :O quite easy to use and great designs overall
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MongoDB - Build AI That Scales🗄️ Database -
Hi Marwa — thank you for the love on your first try and for the candid update. We’re sorry about the frustration with verification and downloads — that’s on us. A quick update based on your feedback: • We’ve removed the human‑verification step entirely. It was only in place during our early launch (before login) to prevent abuse; now that sign‑in is live, it’s no longer needed. • The free plan currently includes 2 song generations per day plus unlimited listening/streaming. (Downloads are available on paid plans.) AI music generation is expensive to run, so we can’t make unlimited usage completely free, but we’re committed to keeping a useful free tier and transparent pricing. If you decide to upgrade, use the code TAAFT at checkout for 20% off any plan. If anything still doesn’t work as expected, please email us at [email protected] — we’ll jump on it. Thanks again for helping us make Eleven Music better! -
A knowledge base that doesn’t tie to revenue impact (less churn / faster onboarding) often sits unused -> ~20–30% drop in retention vs teams that quantify value. What metric are you using to prove Userdoc moves revenue, not just pages?
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Far beyond my expectation. Thanks for bribg us such a great work.
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Seamless to setup and works as an excellent alternative to GitHub Copilot.
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Really liked the performance dashboard features. Very unique. Also the output was very polished, ready to deploy. Did not have to use Supabase - though would like to have the option of also using it if I want. Also cheaper compared to alternatives
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Wow is all I can really think. I am literally at a loss for praiseworthy words. Context Minds has truly set the bar and blown me away. There is nothing that I can think of that would improve it. It is awesome and so user-friendly. It really is everything you could want in such an app. Good jobs guys!!!
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The automatic translation feature is a time saver. Definitely worth a try if you have a large project!
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Enable LLMs to search and analyze live social media through natural language.Open
Simple idea, well executed. Makes social data usable inside LLM-based workflows instead of external dashboards -

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Excited to share this tool that merges documents with AI, making writing PRDs a breeze! 🚀
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From one of our customers: We are running our 15 person VC-backed company right now without a PM. Devplan helps fills that gap for us by generating high-quality user stories that sync in Linear in minutes. What used to take me days of back and forth and refinement I’m now doing in less then a hour.
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AI platform that creates lessons, grades essays, and generates reports for teachers.OpenCleverSchool has some of the best features for teachers at zero cost.
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Pretty good tool for writing assignments or essays even, easy to use, gives a structured way to use AI and the outputs are better than expected, looks human.
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High bandwidth way to work with Claude Code and Codex. Has become my main workspace.
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AI-powered multilingual translation for JSON and blog postsOpen
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AI-powered preemptive security intelligence for streamlined decision-making.Open
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Specialist in game dialogue translation with ID preservation and spreadsheet formatting.Open -
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Provides expert help for Laravel development questions and challenges.Open -
Creating Architectural Decision Records Made EasyOpen -
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Identifies key changes in code for precise Git commit messages.Open -
Embodying Shakespeare through AI for insights and creative content.Open -
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Assists with React framework queries, offering solutions and code examples.Open -
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Developing university-focused digital startup accelerator programs.Open

