// Topic
Agenticops
2 posts
- AI Agent Operations and the Networking Bottleneck: Why AI Agents Fail on Legacy Infrastructure
Most AI agent failures are infrastructure failures, not model failures. Legacy networking, flat trust boundaries, and missing circuit breakers are the real reliability bottleneck.
Beyond Cloud-Heavy Architecture: Why Agentic Systems Need Local-First, Hardware-Aware Design
Local-first, hardware-aware architecture is becoming the default for high-reliability AI systems. The cloud-heavy pattern costs too much and fails too unpredictably for agentic workloads.