MongoDB expert for real apps. Optimization, best practices, and the best tools. Clear recommendations you can trust.
Joined December 2023
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42 Photos and videos
MongoDB 8.3 is out and the official London recap is worth your coffee break: live demo of the new automated vector embeddings, the infrastructure updates, and what actually moved. mongodb.social/6010B84A5i
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Real Python just published a solid walkthrough: build a Scrapy spider that lands scraped data straight into MongoDB. Pipelines, item definitions, the works. Worth bookmarking if you collect data from the web. realpython.com/web-scraping-…
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Two days of TLA instruction. Nobody stuck with it. Two years later, the MongoDB research team tried a 2-hour version powered by Claude Code for syntax. This time, people shipped models. AI makes formal methods feasible. muratbuffalo.blogspot.com/20…
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Jun 13
lazymongo: a terminal UI for MongoDB. Browse collections, filter docs, run aggregations, edit values, all without leaving the keyboard. lazygit vibes, but for your data. github.com/saheersk/lazymong…
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Jun 12
MongoDB just launched an Industry Solutions blog with architecture patterns for Financial Services, Retail, Manufacturing, Healthcare, Insurance, and Telecom. Useful starting point if you're picking a data platform for a specific vertical: mongodb.social/6016B84C5q
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Jun 11
Beyond basic Mongoose: polymorphic schemas, dynamic references, custom type casting, and transaction patterns that survive production. Worth the read if your Node.js MongoDB layer is doing real work. techinsights.manisuec.com/mo…
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Jun 11
One click to manage embeddings in Atlas. Automated Voyage AI Embeddings for MongoDB Vector Search hit public preview: pick the model, keep vectors in sync on every write, no external pipeline. mongodb.com/company/blog/pro…
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Jun 11
MongoDB Vector Search just got Nested Embedding support in public preview on Atlas. Add semantic search to hierarchical collections without restructuring your data model or rewriting queries. mongodb.social/6014BBI2Ur
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Jun 11
Spring Data MongoDB users, patch now. CVE-2026-41717 lets SpEL injection slip through annotated query parameter binding, potentially enabling RCE. Spring Data REST 4.5.12 ships the fix. Don't ship Friday without it. securityonline.info/spring-d…
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Jun 10
Risk in distributed systems lives in the seams: the gaps between services, teams, and contracts. New post from @MongoDB's new Field CTO Devin Dickerson on where integrations actually break and how to design for it. devindickerson.dev/posts/in-…
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Jun 9
Mongoose isn't a MongoDB driver competitor. It wraps the native Node.js driver and adds schemas, validation, hooks, and populate at a small perf cost. Real breakdown with numbers, TypeScript notes, and the cases where both belong in the same app
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Jun 9
Microsoft's Azure DocumentDB team just launched a dev blog covering real MongoDB-to-Azure migrations, the open-source DocumentDB engine in Docker, and the AI-on-JSON patterns customers are shipping. Worth a follow if you're weighing Azure. msft.it/6011vZJ0L
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Jun 9
Type-safe ORM with near raw-SQL performance, JS, TS, Python, and Go support, built-in migrations, and a Studio for SQL, MongoDB, and Redis. One toolkit, three databases, MIT licensed. Worth a look for teams juggling polyglot persistence. github.com/Lumos-Labs-HQ/fla…
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Jun 9
Fuzzy search on Mongoose just got serious. New fuzzily-mongoose release adds per-field search weights, search analytics, smart suggestions, and full aggregation pipeline support. Worth a look if you need typo-tolerant search on top of MongoDB.
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Jun 8
MongoDB 8.3 dropped with vector search upgrades and faster aggregation, both aimed at AI workloads. The framing: AI is changing what customers need from a database. Worth the read from @bencefalo: mongodb.com/company/blog/pro…
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Jun 8
autoEmbed is the MongoDB Atlas Vector Search feature that generates embeddings for you on index creation. Skip the external pipeline. Vectors live next to your documents, ready for semantic search and RAG. youtu.be/OI5ue0OrHw0
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Jun 8
Slow MongoDB query eating your app? This walkthrough from the MongoDB team breaks down the diagnostic loop: explain plans, index usage, $lookup costs, and where the real bottlenecks hide. Worth bookmarking. medium.com/mongodb/your-guid…
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Jun 8
Run a full Payload CMS on AWS Amplify MongoDB Atlas free tier. Zero hosting, M0 cluster, S3 for media, Lambda for SSR. The 11-min walkthrough covers caching so you stay in free tier. u11d.com/blog/how-to-deploy-…
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Jun 7
Real-time search across 300M fashion listings: Beni swapped a multi-DB setup for MongoDB Atlas and saw 40% sales with 20% lower costs. Worth a read if you're scaling product catalogs. mongodb.social/6010B61SI4
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Jun 7
Free MongoDB cert path covers 7 skill badges: CRUD, index design, Atlas Vector Search, and building RAG apps on MongoDB. No payment, no expiry on the skill itself. Worth bookmarking if you want a structured walkthrough. geeksforgeeks.org/courses/ca…
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