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AI testing agents are software workers with narrow roles in the validation lifecycle: planning coverage, generating or adapting tests, executing against live systems, observing behavior, and analyzing outcomes. Zof orchestrates them under one governed verification platform rather than as a single general-purpose bot.

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Continuous verification coordinates schedules, concurrency, and dependencies across specialized checks. A release candidate might trigger API contract checks before the E2E journeys that depend on them.

Verification telemetry rolls up to release readiness views. Governance policies define which runs may execute in which environments and what data they may capture.

See continuous verification for product capabilities aligned to this model.

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Desktop ERP, internal portals, and hybrid journeys require endpoint agents or secure runners; cloud-only tools cannot pretend to cover them.

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Selenium ‍ ‍ ‍

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Start with one high-change product area, wire CI triggers, and establish review rituals. Expand verification runs as graph coverage improves. Introduce endpoint agents when cloud-only gaps appear.

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ARI evaluation checklist ‍ ‍ ‍