RGFW, AI Agents & Java Tests ️

Welcome to The Compiler, a daily curation of tech news

• RGFW: Single-header C99 window abstraction library
  Lightweight, cross-platform window creation library for C developers focused on simplicity and performance.
• Ask HN: To those with successful browser extension(s), how did you grow it?
  Practical advice on developing and marketing browser extensions from successful developers.
• MIT researchers develop an efficient way to train more reliable AI agents
  New approach improves reliability and efficiency in AI agent training, relevant for AI developers and researchers.
• Writing efficient unit tests in Java
  Best practices and examples for effective unit testing in Java, crucial for maintaining code quality.
• Runtime-Extensible SQL Parsers Using Peg
  Technical deep-dive into implementing extensible SQL parsers, valuable for database developers.
• From string to AST: parsing
  Comprehensive guide to parsing techniques for developers working on compilers or language tools.
• TIL: Some surprising code execution sources in bash
  Exploration of lesser-known bash features that can lead to unexpected code execution, crucial for system administrators.
• Google is prepping Gemini to take action inside of apps
  Google's Gemini AI model being prepared to interact directly with Android apps, potentially expanding mobile AI capabilities.
• Amazon to invest another $4 billion in OpenAI rival Anthropic
  Amazon deepens partnership with AI company Anthropic, signaling continued push into AI space.
• Whomp-whomp: AI PCs make users less productive
  Study finds AI-enhanced PCs decreased user productivity by 17%, contradicting marketing claims.
• AWS gives its management screens a makeover in the name of improved productivity
  AWS redesigns management console to improve usability and productivity for cloud service users.
• AMD 3D V-Cache Optimizer Driver Headlines The x86 Platform Enhancements In Linux 6.13
  New AMD driver optimizations for 3D V-Cache in Linux 6.13 could improve performance for certain workloads.
• Sched_Ext Changes Merged For Linux 6.13 With LLC & NUMA Awareness
  Linux 6.13 includes scheduler improvements for better performance on NUMA systems.
• Russian Spies Jumped From One Network to Another Via Wi-Fi in an Unprecedented Hack
  Sophisticated hacking technique used by Russian spies to move between networks via Wi-Fi, critical security information.