Ilia's Corner

How Apple's macOS 26.2 is turning Thunderbolt into AI supercharger

Apple just dropped macOS 26.2 with a game-changing feature: RDMA over Thunderbolt. This new capability lets Macs talk to each other like AI cluster nodes, slashing latency and boosting throughput for AI workloads. Developers building distributed systems or training models just got a free performance boost—no extra hardware needed. Perfect for anyone running local AI experiments or scaling up inference.

Apple Developer Documentation · 2 min read

Turbocharge Your Database with Turso: The Rust-Powered SQLite Rewrite

Tired of SQLite's limitations? Turso is a Rust rewrite of SQLite that keeps full compatibility while adding async I/O, vector search, and multi-language support. Whether you're building a mobile app, backend service, or experimenting with WebAssembly, Turso makes SQLite faster and more powerful without rewriting your code. Score: 15,111 on GitHub.

hackernews · 3 min read

Refly.AI: Democratizing AI Automation with Visual Low-Code Workflows

Refly.AI lets you build AI-powered workflows without writing a single line of code. This visual tool is designed for non-technical creators to automate tasks, rivaling expensive enterprise solutions. If you've ever wondered how to make AI accessible to your team without a CS degree, this is your answer. Score: 5,079.

hackernews · 2 min read

toMCP: Turn Any URL into an AI-Powered Server

toMCP is a game-changer for developers who want to interact with web content via AI. By turning any public URL into an accessible AI environment, it challenges proprietary platforms and gives you full control over how you automate or query data. Ideal for building custom integrations or experimenting with AI agents. Score: 31.

AI-Powered Web Interaction

JavaScript · 31 stars

Tripwire: A New Anti Evil Maid Defense for Your Systems

Tripwire introduces a fresh approach to securing your systems against 'evil maid' attacks—where an attacker physically accesses your device. This tool adds a layer of protection by verifying the integrity of your boot process. If you're concerned about hardware-level security, this is worth a look. Score: 31.

Hardware Security

C++ · 31 stars

Training LLMs for Honesty: A Novel Approach to Ethical AI

Researchers are experimenting with 'confession training' to make large language models more transparent and ethical. This technique encourages LLMs to own up to their limitations, reducing hallucinations and improving user trust. As AI becomes more embedded in critical systems, this research is a step toward responsible AI. Score: 23.

Ethics · Unknown · 3 min read

Google Sans Flex Font: A Developer-Friendly Open Source Type

Google's open-sourcing of Google Sans Flex gives developers and designers a versatile, multi-axis font for expressive typography. Whether you're building a web app or a mobile interface, this font adapts to your needs with smooth transitions and customization options. Score: 79.

Design · Unknown · 2 min read