A backend developer spent two years developing a home-based AI platform featuring 66 containers and six delivery channels.
Photo: Хабр
The developer created an AI platform with a web application and six delivery channels: Telegram, VK, MAX, Discord, web, and email for notifications and long-task results. The system includes billing, a voice agent, and RAG for documents.
// a single paragraph is sufficient as the rest of the text is part of the author's personal narrative and contains no further technical facts about the infrastructure's scale or specific software versions
Apple researchers have developed Minions, a system that turns idle Mac GPUs into a distributed virtual cloud to accelerate machine learning inference tasks.
Perplexity AI has open-sourced its SPACE platform, a sandbox for AI agents that utilizes Firecracker microVMs to achieve a 60-millisecond startup latency.
NVIDIA has launched the Nemotron 3.5 Super VL multimodal model and the compact Bolt series, offering new tools for agentic tasks and local deployment.
Perplexity AI has open-sourced SPACE, a sandbox environment designed to isolate AI agents and prevent them from compromising host systems or external networks.
