The specification is only 3 lines long. Yet it doesn't work — Calling a local app from a browser extension

Browser extensions live inside a box.They can touch the page's DOM. They can peek at network traffic. They can have storage. But they cannot "launch an app installed on this PC." That would be a major ...

Reducing JSON for AI by approximately 55%. What I learned by testing Headroom with actual Oxtane data

Hello, this is Sakamoto. At Oxtane, I have been experimenting with local LLM models, GPUs, code refactoring, and training ...
InfoQ

Google Adopts Pyrefly for Faster, More Accurate Python Type Checking

Google has replaced its long-standing Python type checker, Pytype, with Pyrefly, an open-source tool originally developed by Meta. The decision was driven by Pyrefly's advantages, including faster and ...
shattered.io

Build a Secure MCP Server for Claude: 12 Steps [2026]

Run claude mcp list afterward to confirm the server registered, then open a Claude Code session in the same project and ask ...
shattered.io

Deploy an AWS Bedrock AgentCore Agent: 12 Steps [2026]

Deploy an AI agent on AWS Bedrock AgentCore with Strands, Gateway, Memory, and Runtime in this 12-step, 90-minute tutorial.