Engineering Blog
Technical deep dives into planetary-scale AI scheduling, distributed systems architecture, and high-performance inference routing.
Overcoming LoRA Scaling Bottlenecks with Intelligent Inference Routing
Enterprise AI is shifting away from monolithic general-purpose endpoints toward dense ecosystems of specialized expert adapters. Discover how Tensor Axiom's composite scoring engine eliminates PCIe adapter thrashing, VRAM fragmentation, and batching inefficiencies across multi-tier memory hierarchies.
Distributed LLM Inference and Stateful KV-Cache Routing
LLM inference is a stateful, memory-bandwidth-bound, and topology-sensitive operation. Explore how Tensor Axiom overrides stateless load balancers by combining Envoy ext_proc gRPC streaming, a high-water-mark ZeroMQ event mesh, and a lock-free RCU Sharded Radix Trie.