Rate Limiting Is Not a Counter. It Is a Real-Time Governance System.
Rate limiting looks like arithmetic in tutorials, but in production it allocates scarce capacity, encodes fairness assumptions, and shapes client behavior under stress.
Infrastructure
5 articles in this category.
Large Context Windows Don’t Make AI Smarter. They Make It Scarcer.
Large context windows feel like intelligence in demos, but in production they behave like memory allocation and throughput scarcity. The bottleneck moves from retrieval logic to hardware capacity and system design.
Beyond GPU Monoculture: Why the OpenAI-Cerebras Deal Signals a Bigger Compute Shift
OpenAI's January 14, 2026 Cerebras partnership is not an isolated headline. It fits a broader multi-vendor compute strategy that points to a post-monoculture AI stack where non-NVIDIA options become strategically essential.
Scaling in Computing: Lessons from Jimmy's Bar & Grille
An exploration of computing infrastructure scaling concepts through the lens of a fictional restaurant, covering vertical and horizontal scaling, load balancing, elastic scaling, database replication, microservices, and more.
STUN, TURN, and ICE Servers: The Infrastructure Behind WebRTC NAT Traversal
Explore the critical server infrastructure that enables WebRTC connections to traverse firewalls and NAT devices, connecting peers across complex network environments.