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A system programmer’s guide to LLM inference

 🧠LLMs  Content type: Blog

ApodexAI/AgentHarness: Evaluation harness for Apodex-1.0 on public deep-research benchmarks.

 🐙GitHub  Content type: Code
github.com··Hacker News

Replit shows how vibe coding is getting its own financial stack — and a path to profit

 🤖AI

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16

 🤖AI Tools

apple/coreai-models: Model export recipes, Python primitives, and Swift runtime utilities for on-device AI

 🍎iOS  Content type: Code
github.com··Hacker News

lbj96347/nemotron-3.5-asr-ios: On-device, offline speech recognition for iPhone/iPad using NVIDIA's Nemotron-3.5-ASR Streaming 0.6B (multilingual) via CoreML.SwiftUI app with mic capture + audio file import, RNN-Tdecoding, and live benchmark metrics (latency, RTF, memory).

 🍎iOS  Content type: Code
github.com··Hacker News

Nex N2 Pro: Frontier agentic performance at 400B

 🤖AI

OpenEnv is now owned by HF, Torch, Prime Intellect, Unsloth, Modal, Mercor, and more! Use it for training agents.

 🤖AI  Content type: Blog

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 🧠LLMs  Content type: Code
github.com··Hacker News

texttron/BrowseComp-Plus: BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent (ACL 2026 Main)

 🤖AI  Content type: Code
github.com··Hacker News

msalsas/amanuensis: A local-first AI persona for Mastodon and Bluesky — drafts by machine, approved by a human, nothing it can't ground gets published.

 💻Tech News  Content type: Code
github.com··Hacker News

mingusb/transformer-golf: The Fully Unrolled Transformer: An experimental repository for architecture simplification and compilation. [2026]

 🧠LLMs  Content type: Code
github.com··Hacker News

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