frugal

Reliability, latency, and fallbacks for AI systems

Every provider in your stack will have a bad day. The difference between an agent that shrugs and an agent that pages you is whether you designed for that day up front.

These posts cover the operational half of agent infrastructure: latency budgets, empty-result handling, retry discipline, and graceful degradation when the premium rung is down.

Reliability & latency Guide

Zero hits is not an error

An empty result set arrives as a 200 and gets treated like a 500. The provider didn't fail โ€” it answered. What you do next should depend on whether that answer cost money.