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Source channel @githubtrending · Post #15314 · Dec 6

#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM

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DOFH - DevOps from hell

@dofh_ru · Post #3913 · 11/09/2025, 07:39 AM

Multi-area OSPF и проектирование сетей: рекомендации по планированию Эффективное планирование и проектирование сетевой топологии имеют решающее значение для поддержания надежных, масштабируемых и высокопроизводительных систем связи. Одним из ключевых протоколов для достижения таких целей в крупномасштабных сетях является протокол маршрутизации Open Shortest Path First (OSPF). Использование OSPF не только оптимизирует передачу сетевого трафика, но и повышает масштабируемость и упрощает управление. В этой статье рассматриваются технические нюансы multi‑area OSPF, предлагаются идеи и лучшие практики для проектирования сетей. https://telegra.ph/Multi-area-OSPF-i-proektirovanie-setej-rekomendacii-po-planirovaniyu-11-08 #ит_статьи#network#ospf#routing

djangoproject

@djangoproject · Post #169 · 09/22/2016, 02:19 PM

https://github.com/KeepSafe/aiohttp Supports both #client and #server side of HTTP protocol. Supports both client and server Web-Sockets out-of-the-box. Web-server has middlewares and pluggable #routing. Optionally you may install the #cChardet and #aiodns libraries (highly recommended for sake of speed).

GitHub Trends

@githubtrending · Post #15521 · 02/25/2026, 11:30 AM

#rust#ai_gateway#ai_gateway_support#envoy#envoyproxy#gateway#generative_ai#llm_gateway#llm_inference#llm_proxy#llm_routing#llmops#llms#openai#prompt#proxy#proxy_server#routing Plano is an AI-native proxy server that handles key tasks for agentic apps like routing between agents, smart LLM model selection, safety guardrails, and automatic traces for observability. Define agents in simple YAML, write basic HTTP code in any language, and start Plano to run multi-agent systems without custom plumbing or framework lock-in. You benefit by building and shipping reliable agents to production much faster, focusing on core logic while gaining safety, low latency, and easy scaling. https://github.com/katanemo/plano