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Notes from the team

July 2026

How we cut p95 routing latency by 60%

A look at the scoring function behind XelonNet's mesh, and the three changes that mattered most.
June 2026

Designing for graceful failover in streaming responses

Why token-level reconnect logic is harder than it sounds, and how we handle it without dropping context.
May 2026

What data residency actually requires in practice

Region pinning sounds simple until you trace every hop a request takes. Here's what we learned.