Five AI Startups Betting on the Next Wave
A look at Hark, IrisGo, NanoCo, Clouted, and Resolve AI; the startups raising serious capital and chasing the post-ChatGPT frontier.
CVE-2024-21626: runc Container Breakout via Working Directory
Technical analysis of a file descriptor leak vulnerability in runc ≤1.1.11 that enables container escape by poisoning the /proc/self/fd directory.
Production LLM Inference with vLLM on Kubernetes
An end-to-end guide to deploying high-throughput LLM inference using vLLM, NVIDIA MIG, and Kubernetes scheduling constraints in enterprise environments.
Zero Trust AI Gateway Patterns for Enterprise
Architectural patterns for securing LLM traffic at the enterprise perimeter: prompt injection filtering, PII redaction, token quota enforcement, and audit pipeline design.