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Inference

From H100 to Blackwell: What Actually Changes for Inference Architects

March 20, 2026

Speculative Decoding in Production: When Draft Tokens Help and When They Hurt

February 27, 2026

The Rust Case for AI Gateways: Backpressure, Streaming, and Failure Isolation

February 6, 2026

TensorRT-LLM vs vLLM vs SGLang: Choosing an Inference Engine for Production

January 16, 2026

Inference Is Not HTTP: The Case for a Purpose-Built Gateway in Rust

December 8, 2025

KV-Aware Routing: How Cache Locality Changes Load Balancing for LLMs

November 21, 2025

Tokenomics for Engineers: Measuring Throughput per Dollar Instead of Tokens per Second

November 7, 2025

Why Agentic Workloads Break Traditional Inference Gateways

October 10, 2025

Disaggregated Inference on Kubernetes: Routing, Scheduling, and Scaling Beyond One GPU

August 29, 2025

Prefill vs Decode: The Hidden Split That Shapes Every LLM Serving Architecture

August 8, 2025

Inference Is a Memory Problem: KV Cache, HBM, and the Real Cost of Long Context

July 18, 2025