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Để AI thiết kế database "thông minh" hơn, FluxStack đã tích hợp thêm lớp RAG (Retrieval-Augmented Generation) thay vì chỉ dựa vào kiến thức chung của LLM.

Cụ thể:
- Sử dụng pgvector trong Postgres để lưu trữ và tìm kiếm vector.
- Khi có yêu cầu, AI sẽ tìm kiếm các mẫu schema thực tế (SaaS, E-commerce...) trong database để tham khảo.
- Kết quả là các schema chuyên sâu, sát với thực tế thay vì các câu lệnh SQL chung chung.

#AI #DatabaseDesign #RAG #Postgres #FluxStack #CongNghe #LapTrinh

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My newest video is out on the @phparch #youtube channel. I go over how you can use #database #views to reduce bugs and make your code more maintainable. I also discuss #materialized views, which aren't supported by all #RDMS but are really cool and can be "faked" using other methods.

#phpc #php #postgresql #mysql #softwareengineering #databasedesign

https://youtu.be/oSVbqJ9M8QU

#CaseStudy - the Man Group moved from managing one of Europe's largest MongoDB clusters to a truly #serverless architecture with #ArcticDB - no more chasing space, no more annoying upgrades - just a software library connecting directly to S3.

How do you build a high-performance database without a server? Alex Seaton breaks down the hard-won lessons from the transition:
• Clock drift is real
• Sometimes you have to redesign from scratch
• CRDTs are useful but very subtle things

🎬 Watch the #InfoQ video and dive into the full architecture behind this shift ⇨ https://bit.ly/3Z9AiwX

📄 #transcript included

#DataEngineering #Database #DatabaseDesign #CRDTs #Python

Senior engineers kill startups by normalizing everything. Learn when to use aggregate thinking with JSONB instead of splitting domains into tables. https://hackernoon.com/when-proper-database-design-kills-startups #databasedesign

Phát triển ERD Editor phiên bản 1 bằng React Flow – cho phép tạo bảng, định nghĩa cột và xem cấu trúc trực quan. Giao diện còn đơn giản nhưng đang được cải thiện từng bước. #ERD #DatabaseDesign #ReactFlow #SaaS #Developer #ThiếtKếCơSởDữLiệu #LậpTrình #CôngCụPhátTriển

https://www.reddit.com/r/SaaS/comments/1q4n1im/day_22_noprompts/

Real-time sync architectures built atop Postgres present unique scalability hurdles. Many solutions struggle with robustness under load or seamless integration with modern stacks like Next.js or FastAPI. This deep dive examines common pitfalls—primarily around consistency and performance—while outlining architectural choices for resilient, high-throughput synchronization layers. Valuable insights for developers designing dependable data flows. What challenges... #RealTimeSync #DatabaseDesign

Most startups fail at scale because of poor database design, not buggy code. https://hackernoon.com/the-concrete-foundation-fallacy-why-your-quick-and-dirty-database-schema-is-a-ticking-time-bomb #databasedesign

Avoid UUIDv4 Primary Keys

https://andyatkinson.com/avoid-uuid-version-4-primary-keys

#HackerNews #AvoidUUIDv4 #PrimaryKeys #DatabaseDesign #BestPractices #TechAdvice

🎩✨ Behold the mystical "expand and contract pattern" for database schemas! Because who doesn't love a guide that turns simple schema changes into a quest for the Holy Grail? 🏰🔍 Spoiler: it's just another way to say "do it carefully," but with extra steps and a touch of #wizardry. 🧙‍♂️🗃️
https://www.prisma.io/dataguide/types/relational/expand-and-contract-pattern #expandAndContract #databaseSchemas #schemaChanges #databaseDesign #HackerNews #ngated

Dự án UnisonDB: Cơ sở dữ liệu KV bản địa log coi sao chép là mối quan tâm hàng đầu. Cung cấp khả năng lưu trữ, sao chép và phản ứng thời gian thực. #UnisonDB #LogNative #Database #Replication #CơSởDữLiệu #SaoChép #ThờiGianThực #DatabaseDesign #LưuTrữ #Phảnng #ThờiGianThực

https://www.reddit.com/r/programming/comments/1olwmj8/project_unisondb_a_lognative_kv_database_that/

🚀 Breaking news: #SQLite isn't perfect! 🎉 In a shocking revelation, this article implores you to care about things like "concurrency" as if you didn't already have enough to worry about with your app's 1-star reviews. 🙄 If you survived 2025 without your world crumbling due to database design flaws, congrats, you're the real #MVP. 🎊
https://jellyfin.org/posts/SQLite-locking/ #Concurrency #DatabaseDesign #AppReviews #HackerNews #ngated

Build Your Own Database

https://www.nan.fyi/database

#HackerNews #Build #Your #Own #Database #DIYDatabase #DatabaseDesign #TechInnovation #DataManagement

SQL Anti-Patterns You Should Avoid

https://datamethods.substack.com/p/sql-anti-patterns-you-should-avoid

#HackerNews #SQL #AntiPatterns #DataManagement #BestPractices #SoftwareDevelopment #DatabaseDesign #SQLTips

Tôi đang kỹ thuật）：如何設計一個搜索庫存200,000 PDF trangkí trên 128GB trạng xác? Gợi ý công cụ, cấu trúc dữ liệu, và kiến trúc tìm kiếm khôngाने? Mục tiêu: Cần truy cập أدري online với máy tính thông dụng 20 năm sau.

#Verbatim #PDF #DataArchiving #OfflineSearch #TechSolutions #VietnamTech #DatabaseDesign

*(397 ký tự)*

http://Archive.org

Unveiling the latest visual for 'Data Science for the Modern Enterprise'! This one maps the crucial journey from raw data to meaningful insights, covering Database Design and Data Warehouse Design.
It's the backbone of any robust data strategy! What are the biggest challenges you've faced in designing or maintaining effective databases and data warehouses? Let's connect and share experiences! 👇
#DatabaseDesign #DataWarehouse #DataScience #DataArchitecture #SQL #ETL #OLAP #DataManagement #Tech

🔧 Database tweaks done: no more min date fails, foreign keys now map RuleType properly. Smooth inserts, solid audit logging. #DatabaseDesign #LegalTech

Ah, yes, because nothing says "cutting-edge tech" like glorified doodles of your databases in the cloud. 🌥️🖍️ A revolutionary step forward for those who find the command line *too challenging* and prefer to squint at screens full of spaghetti diagrams. 🍝👀
https://app.chartdb.io #cuttingedgetechnology #cloudcomputing #databasedesign #spaghetti-diagrams #techhumor #HackerNews #ngated