Task studies built from agent evidence.

Each study follows one task from its original journey through the evidence, barrier, treatment, controlled result, production-verification status, and explicit limitations.

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Illustrative studies

These examples show the product and evidence structure. They are not customer evidence, production benchmarks, or rankings.

Illustrative reconstructionDeveloper tools · Aug 29, 2026

An agent installs an SDK and sends the first valid event

An illustrative task reconstruction showing how a browser-only authentication path creates a barrier, how the agent recovers, and how a documentation treatment can be compared in a controlled Eval.

Original outcome: blocked
Eval outcome: passed
Evidence: strong

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