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Programming

4 articles exploring Programming. Expert analysis and insights from our editorial team.

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01

JetBrains' New Language Lets You Talk to LLMs in Specs, Not English

CodeSpeak, built by Kotlin creator Andrey Breslav, is a specification language that compiles structured English into production code via LLMs—betting that natural language prompts are too ambiguous for serious software development.

· 8 min read
02

Returning to Rails in 2026: Why Developers Are Abandoning React Complexity

After years of JavaScript ecosystem fatigue, senior engineers are rediscovering Ruby on Rails for its convention-driven simplicity. Rails 8's self-contained deployment model and Hotwire's HTML-over-the-wire approach make it uniquely well-suited to a world where AI generates code and batteries-included frameworks win.

· 9 min read
03

Rust Is Quietly Replacing Python in AI Infrastructure

Rust is taking over the performance-critical layers of AI infrastructure—inference engines, tokenizers, data pipelines—while Python retains its role in research and orchestration. Here's what's actually changing and why it matters for practitioners.

· 8 min read
04

Constraint Propagation for Fun: When Algorithms Feel Like Puzzles

Discover how constraint propagation algorithms transform complex optimization problems into elegant puzzle-solving experiences. Learn the techniques behind Sudoku solvers, scheduling systems, and creative AI applications.

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