I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything.

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

So far every result was a pair of histograms, which stays at a few kilobytes whatever the input size. A skim is a bit different, as it keeps the selected events themselves, and thus it grows with the ...

Include the Python module in your pipeline, as a utility file. This works best if the module is specific to the pipeline. Add a shared module to your pipeline environment, in any pipeline that needs ...

AgentCaptain separates application policy, native-session evidence, process ownership, and user interfaces. Python implementation belongs to the agent_captain package; the repository root contains ...

Introduction: Why is the Python 3.15 update receiving so much attention?In large-scale Python application development and ...

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

Lazy imports have a debugging tradeoff too: a missing module can now fail when you first use it, rather than at startup. Worth testing the less-used paths after switching.

This project consists of a compact computer, a USB Wi-Fi adapter and an AI model that detect poor connectivity, crowded ...

Cold storage crypto recovery drill: restore your backup on a second wallet and prove it with a watch-only Python script in 12 ...

Lakeflow pipelines introduce several new Python code constructs for defining materialized views and streaming tables in pipelines. Python support for developing pipelines builds upon the basics of ...

A Hugging Face model loaded with trust_remote_code ran a cryptominer, and in some builds a reverse shell. Every scanner ...