I read about AutoDesign, which automatically evolves "how to work" without touching model weights, and did a mini-implementation in LangGraph

What you can learn from this article AutoDesign is a new agent design method that automatically improves only the harness ...
grenade

【教學】Jev 是什麼？TypeSafe AI 新模型註冊、功能、價格比較

Jev 是 TypeSafe AI 推出的決策模型，不寫文章，只回答選擇、評分與是非題。本文整理三種題型、價格與 5 美元免費額度、API Key 申請、Claude Code 與 Codex 串接步驟，以及中文表現、提示注入等限制。

[AI Practical Hacks] Copying from PDF to Excel. A 'Transcription-Only App' to Finish That Job

PDF on the left screen. Excel on the right screen. Copy the company name, enter the date, and move the line items one by ...
GitHub

Let's Learn MCP with Python - Tutorial Series

🐍 Python Study Buddy App - An interactive console application that uses a custom MCP server to help developers learn Python concepts at beginner, intermediate, and expert levels 🧠 AI Research ...
GitHub

pdf-to-json

Fast pure-Rust PDF extraction library and CLI by Clark Labs Inc. — 10–50x faster than pdfplumber for text, word, table, layout, image, and metadata extraction. Four formats. One engine. PDF, DOCX, ...