Meet Seiji Iigaya, 14, from New Jersey, used Python to model 100 violin bow-string contact points and uncover the physics of expressive playing, winning a $3,500 nati…

Timbral Dynamics at the Instability Boundary.” It looked at the exact physical factors that let string players make a warm, ...
shattered.io

Cursor SDK Tutorial: 12 Steps, 75 Min [2026]

Build a Cursor SDK agent in TypeScript with token budgets, a read-only toolset, cloud PR fixes and GitHub Actions. 12 steps, ...

[October 2026] Checking your PC environment in light of vulnerability news—Organizing the chaos of development environments in the AI era

What you will learn from this article Who is affected by the vulnerability news released between October 13th and 25th A ...
shattered.io

Migrate an MCP Server to SDK v2: 12 Steps, 75 Min [2026]

Migrate an MCP server to SDK v2 in Python and TypeScript: rename FastMCP, run the codemod, add tests, serve over HTTP. 12 ...

[Vibe Coding Part 2, Episode 5] Taking Books Apart for AI: Chunking and Safety-First Search Plumbing

In B126, we separated secret information from the production code and created a knowledge/ folder containing only the ...