6. Keeping it running in the real world

Latency

How long you wait for the answer, measured in how it feels rather than how it's calculated.

You'll see it written as "p95 under 3 seconds." That means: out of every hundred requests, ninety-five come back inside three seconds. It's a promise about the bad ones rather than the average — because an average of two seconds still hides the one customer in twenty who waited fifteen and gave up.

Why it matters: speed is a feature, and one you can write into an agreement and test. Worth knowing that agents stack it: five AI steps one after another is five waits added together, so a chain where each step takes four seconds keeps somebody waiting twenty. That's a decision made early, not a surprise found late — and "what's the p95 on this?" is a perfectly reasonable question to put to whoever builds it.

Related: Streaming · Caching

Bence K. Csernak

Bence K. Csernak

Founder

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