Overview
A list of leads may contain names, websites, and company information but no email addresses. A human or a single agent could visit each website and complete a contact form, but the process would be slow.
Multiple agents can independently visit different websites. Each agent identifies the contact page, fills fields such as first name, last name, and email address, and generates an outreach message that follows a template while changing according to the target.
The agents can also research targets and communicate through a shared chat. Work that would take one agent many hours can be distributed across independent browser sessions.
This example combines several concepts:
- Parallelization.
- Browser tool use.
- Shared communication.
- Templated but personalized generation.
- Independent workspaces.
- Orchestrator monitoring.
It also illustrates why strong definitions of done and verification matter. The system must know which targets count as complete, what information is required, what should happen when a form is unavailable, and whether submission requires user approval.