Issue #72 · 2025-10-10

Ilia's Corner

Featured story

Run Windows Apps on Linux with WinBoat

Tired of dual-booting? WinBoat uses Docker and FreeRDP to run Windows applications seamlessly on Linux. It's an open-source alternative to commercial solutions, offering a novel approach to cross-OS compatibility. Check out the GitHub repo to see how it works!

github_trending · 1 min read

Top stories

Rust Code Formatter Gets Major Update

rustfmt, the essential Rust code formatter, has seen significant improvements. With better integration through cargo fmt, maintaining code quality has never been easier. Keep your code clean and consistent with this must-have tool.

hackernews · 1 min read

Timelinize: Your Personal Data Timeline

Organize your data from various sources into a unified timeline with Timelinize. Import photos, messages, and more to create a chronological view of your life. It's an open-source tool that keeps your data private and local.

hackernews · 1 min read

Cubyz: The Next-Gen Voxel Game

Cubyz brings Minecraft-like gameplay to new heights with Level of Detail for far views, 3D chunks for unlimited height and depth, and procedural crafting. Explore this innovative voxel sandbox game.

hackernews · 1 min read

Google's Browser Automation Alternative

Looking for a free alternative to browser automation tools? Google's computer-use-preview uses Playwright and Browserbase to offer AI-assisted tasks, challenging commercial options like Replit and Vercel.

hackernews · 1 min read

Tools spotlight

GPU Hot: Real-Time NVIDIA GPU Monitoring

GPU Hot is a self-contained dashboard for real-time NVIDIA GPU monitoring. It's easier to use than Prometheus/Grafana and more detailed than nvidia-smi. Keep an eye on your GPU's performance with this tool.

monitoring

Python · 41 stars

Lavandula: A C Web Framework

Lavandula is a high-performance, lightweight C web framework. It's a fast alternative to heavier frameworks, offering essential features without dependencies on commercial tools.

web development

C · 131 stars

Keyer: One-Handed Chorded Keyboard

Indie's Keyer is an open-source, one-handed chorded keyboard. Its minimal finger movement design allows for efficient typing without the bulk of traditional keyboards. Explore this innovative input device.

input devices

C · 158 stars

Research corner

Small Samples Can Poison LLMs

A joint study reveals that as few as 250 malicious documents can create backdoor vulnerabilities in large language models. This highlights the need for robust training data validation.

AI security · Anthropic, UK AI Security Institute, The Alan Turing Institute · 5 min read

LLMs Represent Numbers Discretely

Research shows that major LLMs represent numbers in a discrete manner, introducing noise. This affects tasks requiring numerical understanding, prompting the need for better numeric handling.

AI research · Various · 5 min read

VoiceAgentBench: Testing Voice Assistants

VoiceAgentBench evaluates voice assistants on agentic tasks like tool orchestration and adversarial robustness. This benchmark helps improve voice assistant capabilities across multiple languages.

AI benchmarks · Various · 5 min read

Browse the full archive · iliareingold.com