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 ...
InfoWorld

Validating AI models and agents with property-based testing

For stochastic models that can generate different outputs from identical inputs, property-based testing helps identify which ...
HackerNoon

From Theory to Practice: Three Small Tools for Big Security Problems

AI writes fast and leaves API keys in your code. I built three tiny Python tools to find vulnerable packages, reachable CVEs ...
HackerNoon

Clean Architecture in Python: Building Maintainable APIs Without the Overkill

Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and ...
Phoronix

Linux's Perf Script Command Much Faster With Overhaul As Python Module

A big patch series sent out this weekend for the Linux kernel's perf subsystem removes the embedded Python and Perl scripting ...
MarkTechPost

Flet 1.0 Released: Build Production Web, Desktop and Mobile Apps in Python Only

Flet 1.0: build web, desktop and mobile apps in Python with declarative UI, bundled Python 3.12 to 3.14, on device testing and MCP tools.
KDnuggets

7 Advanced Python Tricks to Level Up Your Coding Skills

Slicing bytes copies. On a small payload nobody notices, but slice a large packet or image buffer in a loop and the copies ...
GitHub

AMASS: Archive of Motion Capture as Surface Shapes

This repository holds the tutorials and helper code released with the AMASS paper (ICCV 2019); it is not under active development. On 2026-09-17 the dependencies were pinned so the notebooks match the ...
blog.csdn

Memray 内存分析实战教程：火焰图、pytest 集成与三项动手练习

Memray 是用于 Python 的内存剖析器（memory profiler）。本教程基于仓库中 docs/tutorials/index.rst 及其配套的三项练习展开，带你从零开始掌握三条核心能力：为 pytest 测试套件设置内存上限、生成并解读火焰图（flame graph）、以及在需要时查看 C/C++/Rust 等原生栈帧。读完本文后，你既可以按练习逐个动手验证 ...