Category: Operations

3 posts

Why LLM Inference Traffic Needs Its Own Gateway
Operations · Views

Why LLM Inference Traffic Needs Its Own Gateway

LLM inference is not ordinary HTTP traffic. GPU capacity, context length, streaming responses, queue latency, and model versions quickly break traditional load-balancing assumptions.

AI Agents Need Observability Too
Operations · Views

AI Agents Need Observability Too

When an agent system fails, the final answer often hides the reason. Debugging production agents requires traces for tasks, tools, context, cost, retries, and evidence at every step.

Running An OpenSSH Server In Termux
Operations · Views

Running An OpenSSH Server In Termux

How to install OpenSSH in Termux, start sshd on port 8022, connect from a PC over LAN, and handle Android battery, background, wake lock, and startup constraints.