Anycast Network Latency Benchmarking Methodology
Anycast latency requires measuring which server answered each probe.
Rafael Quinones-Park
Staff Writer
Rafael Quinones-Park
Rafael began his career covering embedded systems for a trade publication focused on industrial networking and has tracked the steady collapse of the boundary between on-premises hardware and cloud-native runtimes ever since. He approaches edge computing and AI deployment stories with an eye toward the operational realities that vendor whitepapers routinely obscure.
13 stories
TLS Handshake Performance and Protocol Optimization at Scale
TLS 1.3 and careful cipher selection cut handshake latency by a third at scale.
Rafael Quinones-Park
Measuring DDoS Mitigation Effectiveness With Real Traffic Data
Vendor benchmarks dodge multi-vector attacks; measure real traffic instead.
Rafael Quinones-Park
Bot Management for API Endpoints vs Web Browser Traffic
Defending APIs requires detecting different attack signals than browser bots use.
Rafael Quinones-Park
Running WebAssembly Modules at the Edge in Production
Wasm modules start in milliseconds and use a tenth the memory of containers.
Rafael Quinones-Park
Edge Compute for Real-Time Personalization Without Backend Round-Trips
Moving personalization logic to the edge eliminates the latency that kills user experience.
Rafael Quinones-Park
Consumption-Based Pricing Models for Edge Compute Workloads
Edge providers need billing built for workloads that move and spike, not flat fees.
Rafael Quinones-Park
Global Data Locality for Edge Applications Without Multi-Region Complexity
Latency and compliance drive adoption of truly distributed databases over hand-managed regions.
Rafael Quinones-Park
AI Agent Tool Use and External API Rate Limit Management
Agents now call APIs fast enough to blow through rate limits designed for human speed.
Rafael Quinones-Park
Cost Modeling for Production AI Agent Workloads
Five cost centers, not model spend alone, determine agent budget reality.
Rafael Quinones-Park
Deploying AI Agents Globally Without Regional Re-Architecture
State management is the real blocker; solve it and global deployment becomes straightforward.
Rafael Quinones-Park
How to Run Stateful AI Agents at the Edge Without a Central Server
Replace central servers with distributed durable objects that sleep between tasks.
Rafael Quinones-Park
Why Per-Second Billing Breaks Down for Multi-Minute AI Jobs
Agents spend most time waiting, but serverless billing charges every second.
Rafael Quinones-Park