RFCs from Kushawaha Group engineering: an in-app LLM proxy with enforced dollar ceilings, decentralized gossip scheduling across mixed GPUs, and…
Production Preview · Systems Security & Cost Control · October 2026
This specification outlines an in-app proxy protocol for running untrusted autonomous agents without sharing provider API keys. By validating requests through an internal broker that checks signed Ed25519 tokens and enforces hard monthly spend caps, systems prevent key theft and unbudgeted inference charges.
Production Preview · Distributed Systems & Hardware · August 2026
Traditional cluster schedulers rely on centralized master nodes and assume identical hardware configurations. This paper presents a decentralized scheduler implemented in Go and Rust that monitors heterogeneous GPUs (NVIDIA, AMD ROCm, Apple Metal, Intel Arc) and routes jobs using a peer-to-peer gossip protocol.
Production Preview · Infrastructure & Observability · July 2026
Monitoring daemons running on production servers create maintenance overhead, consume memory, and increase security exposure. This paper evaluates an agentless method using one-second compound shell queries over SSH to read direct kernel sysfs and hardware counters with zero software left on the target machine.