P2P Model Distribution in Kubernetes Without Bottlenecks
P2P model distribution in Kubernetes with Dragonfly: how to reduce traffic to the origin and accelerate the delivery of large models from Hugging Face and ModelScope.
Kubernetes Gateway API instead of Ingress NGINX
Migration from Ingress NGINX is becoming mandatory: EOL and vulnerabilities make the transition to Kubernetes Gateway API a matter of resilience and security. The problem does not manifest immediately — until control over incoming traffic becomes a point of systemic risk. Ingress NGINX has long been the de facto standard for Kubernetes, but its lifecycle … Read more
Symbolic execution for BPF malware analysis
Symbolic execution simplifies the analysis of BPF malware and eliminates a bottleneck in reverse engineering. This approach allows for the automatic reconstruction of “magic” packets to trigger backdoors. The problem does not manifest immediately — until the analysis of BPF malware encounters the complexity of the filters themselves. The classic Berkeley Packet Filter operates as … Read more
Tagged storage for multi-tenant configurations
Tagged storage pattern for multi-tenant configurations on AWS: how to eliminate cache staleness and scale the metadata service without sacrificing performance.
ThecoreGrid Radar: GPU-first inference, agentic systems as a platform, and the new economics of distributed
LLM Infrastructure, GPU Inference, Agentic Systems, Distributed Systems, High Performance Computing, HPC, Cloud Native, Data Infrastructure
Agent Reliability Score and Platform Contracts
Agent Reliability Score explains how the platform affects the reliability of AI agents and why context control is critical for production systems.
DWDP for LLM Inference Without Inter-GPU Synchronization
How DWDP optimizes LLM inference by eliminating inter-GPU synchronization and increasing throughput in multi-GPU systems.
Cloudflare Organizations simplifies RBAC at scale
Cloudflare Organizations simplifies RBAC in multi-account environments: centralized control, faster access reviews, and reduced management complexity.
Topology-preserving compression at GB per second
Topology-preserving compression without sacrificing speed: how EXaCTz achieves GB/s throughput while preserving the contour tree and extremum graph.
LLM Multi-Agent System Holos and Agentic Web Architecture
How the LLM multi-agent system Holos is structured: Agentic Web architecture, agent coordination, economic model, and scaling to millions of agents.