Direct-access architecture
AssessTechniques
A design where clients connect directly to the data service, avoiding an intermediate proxy layer.
Why it's here
Placed in Assess: 1 article(s) of evidence from 1 source(s), led by open-source activity, with 1 in the last 30 days. Confidence 24%. Low accumulated evidence, so it defaults conservatively pending more signal.
Evidence (1)
- 4InfoQ·8/6/2026open_sourceValkey Architecture Patterns for Microsecond-Latency AI Data Layers
Dumanshu Goyal describes how to optimize data layers for low-latency workloads such as AI feature stores. He argues that direct-access Valkey architectures can reduce hidden CPU overhead, tail latency, and blast-radius risk compared with proxy-based designs, while also cutting infrastructure costs.