A new orchestration approach, called Orchestral, is betting that enterprises and researchers want a more integrated way to ...

Python offers two primary forms of concurrency: threads (threading) and asynchronous coroutines (asyncio). This library provides support for running asynchronous coroutines in background threads and ...

async-stripe monkey-patches the stripe library and replaces the synchronous http request methods with asynchronous methods. Monkey-patching allows us to avoid a complete rewrite and keep the usage api ...

In this article author Sachin Joglekar discusses the transformation of CLI terminals becoming agentic where developers can state goals while the AI agents plan, call tools, iterate, ask for approval ...

The major themes that defined the year behind us will also shape the one ahead. The most-read articles of 2025 tracked a return to simplicity; coalescence on the server side; AI promises (with some ...

Going to the database repeatedly is slow and operations-heavy. Caching stores recent/frequent data in a faster layer (memory) ...

How to generate C-like programs with Python You might be familiar with how Python and C can work together, by way of projects like Cython. The new PythoC project has a unique twist on working with ...

Breaking into 4 independent services means: Scale each based on actual need (crawler needs 10 instances, matcher needs 2) Test one piece at a time (ship faster, iterate publicly) Different tech ...