Blog

Engineering insights, product updates, and AI research from the Auraon team.

EngineeringFeb 28, 2026·8 min read

How intelligent LLM routing cuts AI costs by 80%

A deep dive into our routing algorithm and how it selects the best model for each request based on task complexity, latency requirements, and cost targets.

ProductFeb 14, 2026·5 min read

Scaling AI infrastructure: lessons learned

Building a reliable LLM routing platform involves unique infrastructure challenges. Here's what we learned scaling to millions of API requests.

ResearchJan 30, 2026·12 min read

DeepSeek R1 vs Claude Opus 4: coding benchmark

We tested both models with 10,000 coding prompts. The results were surprising — and have important implications for how you route coding tasks.

EngineeringJan 15, 2026·10 min read

Building an OpenAI-compatible API: lessons learned

What we learned building a proxy layer that's 100% compatible with the OpenAI API spec while supporting 200+ models with different response formats.