LLM Engineering

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Token4Token — pay-per-token inference on Gnosis + Swarm

 ⚙️AI Infrastructure

google/gemma-4-31B-it · fix: chat template — null handling, reasoning preservation, turn-tag balance, input validation

 ⚙️AI Infrastructure

Nvidia Nemotron 3 Ultra

 🤖AI

Introducing GitLab Orbit

 🛠️Product Security  Content type: Blog
about.gitlab.com··Hacker News

Research Proposal: Decoupled RISC-LLM Architectures via Circadian Synaptic Consolidation

 ⚙️AI Infrastructure
aermia.com··Hacker News

A free diagnostic for the Claude Certified Architect exam

 🔄DevSecOps  Content type: Discussion  Content type: Tutorial

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

 🤖AI

Google’s DiffusionGemma is 4x faster than its other Gemma models

 ⚙️AI Infrastructure
thenewstack.io·

AutoMegaKernel: A Statically-Checked Agent Harness for Self-Retargeting Megakernel Synthesis

 🛡️AI Security  Content type: Academic
arxiv.org··Hacker News

Nvidia DGX Spark GB10 – AI Models and Guide with vLLM and Autonomous Script

 ⚙️AI Infrastructure  Content type: Code
github.com··Hacker News

Claude Fable 5 and new AI safety fables

 🛡Cybersecurity  Content type: News
interconnects.ai··Hacker News

GPT-2: Too Dangerous To Release (2019)

 🔧MLOps  Content type: Blog

An autopsy of Claude Code's deep research

 🔧MLOps  Content type: Blog
steel.dev··Hacker News

A Practical Security Architecture for Retrieval-Augmented Generation

 🛡️AI Security
hackernoon.com·

Why LLMs (still) lack taste

 🤖AI

Florian Brand, Prime Intellect research engineer, adopts Gemma 4 E4B 6-bit quantized as his primary local Mac LLM

 ⚙️AI Infrastructure  Content type: News
digg.com··Hacker News

Report: GKE Inference Gateway delivers up to 92% faster AI responses

 🏛️Technical Architecture  Content type: Blog

Show HN: RiskKernel, kill -9 an AI agent and resume it without paying twice

 🖥️Self-hosted apps
riskkernel.com··Hacker News

The Anatomy of a Learning Stall

 👨‍💻AI Coding  Content type: Blog

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