From distributed monolith to composable architecture on AWS: A modern approach to scalable software

Aim to reduce inter-service dependencies by identifying: Shared databases that need decoupling. Synchronous calls that can be turned into asynchronous messaging. Code or library dependencies crossing service boundaries. 2. Separate and modularize codebase Refactor the code into separate repositories...

How pet projects fuel innovation and careers in tech

Call them pet projects, side projects, or hobby projects, projects pursued outside of one’s regular business activity are especially popular among software...

Making good choices: How to get the best from Python tools

The way to get the best from Python, aka “the lingua franca of AI,” is by knowing both its traps and its treasures. One...

Python popularity climbs to highest ever – Tiobe

Python continues to soar in the Tiobe index of programming language popularity, rising to a 25.35% share in May 2025. It’s the highest Tiobe...

Python type checker ty now in beta

In developing ty, Astral focused on performance; being correct, pragmatic, and ergonomic; and being built in the open, by the Astral core team alongside...

Docling: An open-source toolkit for advanced document processing

Layout Analysis Model: A model based on RT-DETR and trained on DocLayNet (a human-annotated data set for document layout analysis) that classifies page elements...
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