Agent Time to Action (ATTA)

Agent Time to Action (ATTA) is a proposed benchmark for infrastructure built for machine actors: hand a fresh agent one input — a domain — and measure the walk to one accountable, verifiable action. It counts requests, tokens, human interventions, undocumented assumptions, ambiguous states, host dependencies, time to first success, and the share of the outcome a third party can independently verify. It replaces lines of code, a figure anyone can inflate at will.

Input
One domain, no prior knowledge
Measures
Time to a verifiable action
Key figure
% of outcome independently verifiable
Replaces
Lines of code as a headline

Optimise time-to-verifiable-action

Human software optimises time-to-value. Infrastructure for agents should optimise time-to-verifiable-action: how quickly a stranger’s agent can go from a bare domain to a completed, provable interaction. A number you can raise at will is an engineering gate, not a headline — which disqualifies code volume and elevates a measured, honest benchmark.

Questions

Why not measure lines of code or number of features?

Both can be inflated deliberately. ATTA measures an outcome a third party can check, which cannot be gamed by writing more code.

What is the most important ATTA figure?

The percentage of the outcome that is independently verifiable — the share a party trusting neither side could confirm on their own.

Where this lives in the estate

FlashyOS — the thesis that proposes the metric

Keep reading

related
What Is the Agentic Internet?
related
Verify, Don’t Trust: Verification for AI Agents
related
What Is Real-World Value (RWV) in the Agent Economy?
related
What Is an Agent-Native Website?
referenced by
The Agent-Ready Website Checklist
referenced by
Why AI Agents Need Institutions, Not Just Capabilities
The Agentic Internet
Agentic Web vs the Web We Have
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What Is Web4?
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AI Agents vs Bots: What Is the Difference?
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AI Agents vs APIs: How Do They Relate?
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Agentic AI vs Generative AI
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The Seven Layers of the Agentic Internet
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What Is an Autonomous AI Agent?
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What Is a Multi-Agent System?
The Agentic Internet
What Is Agent Orchestration?

By Michael Gord · published 2026-09-28 · part of the Agentic Encyclopedia. Dates are the day of publication; events are cited at their own dates.