Latest Blog
How Does Clock Synchronization Affect Agent Audit Reconstruction?
A mechanism-first explanation of clock synchronization, its shared-resource tradeoffs, three query-fanout FAQs, and a practical verification protocol.
How Does DNS Caching Affect Self-Hosted AI Interface Latency?
A mechanism-first explanation of dns caching, its shared-resource tradeoffs, three query-fanout FAQs, and a practical verification protocol.
How Does VPN MTU Affect Streaming Responses From a Home AI Server?
A mechanism-first explanation of vpn mtu, its shared-resource tradeoffs, three query-fanout FAQs, and a practical verification protocol.
How Does Wi-Fi Roaming Affect a Streaming Voice Assistant Session?
A mechanism-first explanation of wi-fi roaming, its shared-resource tradeoffs, three query-fanout FAQs, and a practical verification protocol.
How Does Batch Size Affect First-Token and Per-Token Latency?
Learn why batch size affects time to first token and inter-token latency differently, and how to measure goodput for a shared local model.
How Does Context Length Affect Local LLM Throughput?
Trace how prompt and active-context length affect prefill, decoding, KV memory, batching, and goodput on a local LLM server.
What Is the Difference Between Thermal Design Power and AI Server Wall Power?
Compare TDP with whole-system wall power, understand workload and PSU effects, and learn how to measure cooling and energy needs separately.
What Is an Event Retention Window, and When Does Older Smart Home Data Stop Helping?
Learn how retention affects prediction, seasonality, audit, and privacy, and how to measure when old smart-home events add no useful signal.
