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Property Catalog Vector Search 2026 — Top K, Similarity Thresholds, Citation Retention

To pick top k and a similarity threshold for production vector search in a property management catalog, first count the evidence you will retain. The observability bill includes query summaries, retrieved text, retained traces, and indexes for searching those traces. Before choosing a logging system, count the bytes: in a hypothetical workload of 100,000 queries per day, 20 retained candidates…

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How to write an AGENTS.md for Codex (with a starter template)

Disclosure: I run PickAPlugin , an independent catalog of ChatGPT and Codex plugins. This is adapted from our guide on the same topic.

  • AGENTS.md is a Markdown file guiding Codex on repository setup and workflow
  • Setup instructions include npm install, npm run dev, npm test, and npm run lint
  • Coding style guidelines specify TypeScript with strict mode, small well-named functions

I published the beta of my bubble chart library. Help me break it!

In January I posted a crypto bubble chart I'd built from scratch on Threads. Few people saw it. Ten months, one redesign and a lot of tests later, it's a library: OrbFlow .

  • Author unveils beta version of OrbFlow, bubble chart library
  • Library treats bubbles as physical entities with unique behaviors
  • Author seeks feedback on library features and data representation

PdfCraft: leitor e editor de PDF de código aberto feito em Rust

O que é O PdfCraft é um leitor e editor de arquivos PDF de código aberto, construído do zero na linguagem Rust. O aplicativo funciona nativamente sem exigir contas de usuário, serviços em nuvem ou…

  • PdfCraft is open-source PDF reader/editor written in Rust
  • Supports complex text formatting, vertical Japanese text, emojis
  • Privacy-focused, doesn't modify original PDF files

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