Architecture notes from Kushawaha Group engineers on inference key isolation, scheduling mixed GPU clusters without a central master, and agentless…
Zero-Trust Security · October 18, 2026 · 7 min read
When building autonomous AI coding or DevOps agents, providing the runner with raw API tokens creates unacceptable financial and security exposure. Here is how we engineered an in-app virtual broker with cryptographic request stamping and hard budget ceilings.
Distributed Systems · September 24, 2026 · 9 min read
Most cluster schedulers struggle when mixing NVIDIA, AMD, Apple Silicon, and Intel GPUs. We explore how peer-to-peer gossip discovery and native hardware detection make distributed compute work without complex master failover.
Cloud Infrastructure · August 14, 2026 · 6 min read
Background monitoring daemons introduce security vulnerabilities and configuration drift. We explore the design of agentless SSH telemetry systems that gather complete CPU, memory, GPU, and network metrics in a single-second execution.