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  5. BM25 is only as good as your tokens
BM25 is only as good as your tokens
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BM25 is only as good as your tokens

Lakebase Search is the search primitive of the Neon backend. One of the best things about it is that it ranks keyword results with BM25. That said, BM25 can only score the terms it's given.

BackendNeonPublished: October 7, 2026
Backend
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BackendInfoQOct 7, 2026Content in its original language: Portuguese

Article: Building a Session-Ordered Kafka Pipeline in Go

The article describes a custom implementation that provides a session-level ordering on top of Apache Kafka partitions, supporting strict message ordering across 1000s of independent channels. The solution required application-level…

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Backend
BackendNeonOct 5, 2026Content in its original language: Portuguese

Building a searchable photo library on the Neon backend with TanStack

A photo library looks simple, but each photo carries files, metadata, vectors, and an owner. Atlas is a TanStack Start app that keeps all of it on the Neon backend, so one branch gives you a full preview of the app.

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AI for development
AI for developmentInfoQOct 7, 2026Content in its original language: Portuguese

Survey Finds AI-Generated Code Increases Debugging and Failure Rates and Creates a Comprehension Gap

A survey conducted by independent research firm Coleman Parkes on behalf of Undo, a company focused on scaling AI-powered root-cause analysis, found that while AI coding agents have accelerated code generation, they have shifted the…

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