AI Inference

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huawei-csl/KVarN: KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.

 ⚡Inference  Content type: Code
github.com··Hacker News

Data Residency for AI in Switzerland – A Practical Latency‑Cost Guide

 📊Compute Markets  Content type: Blog
dev.to··DEV

Speculators v0.5.0: DFlash support and online training

 ⚡Inference
developers.redhat.com·

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

 🔓Open Source AI  Content type: News  Content type: Blog
blog.google··Hacker News

KVarN, Cost.dev, headroom — the week the agent runtime bill got itemized

 ⚡Inference  Content type: Blog
dev.to··DEV

Latest technical articles & videos.

 🤖Large Language Models
certdepot.net·

The Death of the Four Golden Signals: Designing Telemetry for Non-Deterministic Infrastructure

 🔧SRE
devops.com·

Real-Time AI Inference at Scale Using Cloud Run, GPUs, and Vertex AI

 ☁️GCP
dzone.com·

Open-LLM-VTuber Review: Offline AI Companion with Live2D

 🧠LLM  Content type: Blog
dev.to··DEV

Speculative Decoding: How LLMs Generate Tokens Faster Without Changing the Answer

 ⚡Inference  Content type: Blog
dev.to··DEV

Facenox: Offline-first Face Recognition for Real-Time Attendance Tracking. Got Stuck for Months. This Challenge Finally Made Me Ship.

 👁️Biometrics  Content type: Blog
dev.to··DEV

Why Round-Robin Won't Save You: Load Balancing Challenges in Data Streaming Services With Heterogeneous Traffic

 ⚖️Load Balancing
dzone.com·

KV cache quantization: what FP8/INT8 K and V actually buy you, and where they break

 ⚡Quantization  Content type: Blog
dev.to··DEV

NVIDIA and Apple Solved the Hardware. Here's What's Left to Build.

 ⚡Quantization  Content type: Blog
dev.to··DEV

Why Self-Hosted Claude Code Was 15 Slower Than It Should Be

 🧠LLMs  Content type: Blog
dev.to··DEV

I kept using Claude Code. Added one thing to it. Cut AI engineering costs by 62%.

 🤖Large Language Models  Content type: Blog
dev.to··DEV

SynaptoRoute v0.4.0: Re-Architecting for Massive Concurrency & Zero-Downtime Indexing

 🚀Performance  Content type: Blog
dev.to··DEV

NVIDIA Showed an Agent Building Architecture on a Laptop

 🏢Architecture  Content type: Blog
dev.to··DEV

Why AI Agents Fail in Production (And How Engineering Teams Are Fixing It in 2026)

 🤖Large Language Models  Content type: Blog
dev.to··DEV

I Connected PewDiePie's Odysseus to a Cloud Memory Stack — Zero API Costs, Persistent Memory

 🧠LLM Tooling  Content type: Blog
dev.to··DEV

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