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Concept

Distinguishing humans, bots, and agents

Not all traffic hitting an authorization boundary is the same kind of actor, even when the credentials look identical. Increasingly, that distinction is worth making explicitly.

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Delegation, Automation, and Machine-to-Machine · Published 2026-09-05

Three different actors, three different failure modes

A human operating a browser, a fixed script performing a defined task, and an autonomous agent making its own sequence of decisions toward a goal each fail differently when something goes wrong. A human notices when something looks off and can stop. A script does exactly what it was written to do, for better or worse, and nothing more. An agent can chain many small, individually reasonable actions into a consequential outcome nobody explicitly authorized, especially if it's reacting to untrusted input along the way.

Treating all three identically — the same rate limits, the same scope of standing access, the same lack of a stop mechanism — ignores that their risk profiles genuinely differ, not just their traffic patterns.

Detection is a signal, not a guarantee

Distinguishing between these categories from request patterns alone is inherently probabilistic — nothing about an HTTP request definitively proves who or what originated it. Detection narrows the uncertainty; it shouldn't be the sole basis for a consequential access decision. Pairing detection with actual constraints — tighter scope and additional gates specifically for automated and agentic traffic, regardless of how confidently it was classified — is what actually bounds the risk.