A Python tool to automatically detect 'invisible failures' in AI agents

AI agents are convenient, aren't they? But have you ever felt uneasy, wondering if they are actually working correctly, or ...

Changing "Publish every 30 minutes" to only when content changes | Minimal code to compare folder fingerprints with Python and deploy only when changed

I use Python to create and automatically publish a site that introduces tools for living alone. One Python script writes HTML ...
shattered.io

AI Code Review on GitHub Actions: 12 Steps, 75 Min [2026]

Build an AI code review pipeline on GitHub Actions with Semgrep, reviewdog and a Python model reviewer. 12 steps, tested code ...
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 ...