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MongoDB - Build AI That Scales
🗄️ Database
Comprehensive scoring
Featured matches
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Instant access to Chinese university admissions data.Open
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Paul🙏 28 karmaMar 11, 2026@SquareGenReally interesting approach with SquareGen. Quick observation: the product is framed as LLM credit scoring, but lenders don’t buy models — they buy lower default rates. If a lender with a $100M book drops defaults by even 1%, that’s ~$1M saved annually. Positioning around credit loss reduction could massively change the commercial narrative. Happy to share a few thoughts. -

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Build plan was highly detailed, and the tool suggested a lot of good new ideas based on my original input. PRD structure is straightforward, and CSV download makes it easy to share and upload to Jira. -
I'm still testing the tool yet it looks very promising. I tested it with a 5.5k words Academic text that I had previously red. I tested the Key points feature, it does work!
Verified tools
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Would recommend! Takes ~30 seconds and saves a significant amount of time.
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I've tried a few essay grading AIs and Examino is the best one in my opinion. Easy to use, great at handwritting recognition, and provides useful feedback to the students
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MongoDB - Build AI That Scales🗄️ Database -
AI-assisted grading tool that ensures a human-in-the-loop for essays and visual assignments.Open
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I am absolutely blown away by CoGrader so far! It has been excellent for pre-scoring essays and providing students with comprehensive, usable feedback. It has helped mitigate my subjectivity in scoring as well.
Other tools
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AI researcher: Questions to literature reviews from 200M+ papers.OpenThis is a great tool for researches like us and our research community, it makes the literature review so easy. all the data is extracted automatically related to our query along with citation. Truly commendable tool and recommendable to those who are not using it till now.

