From "run on a schedule" to "run when something happens"
Scheduled tasks could only fire on the clock: check the inbox every hour, and run and spend credits even when nothing new has arrived. Event triggers reverse the order: the agent wakes only when an email arrives, a ticket changes status or a PR is merged. For things that genuinely need handling only a few times a week, that removes most of the empty runs.
"Continue from last time" is the other practical change. The vendor's example is a weekly project update: the agent carries forward last week's unresolved blockers instead of rebuilding the picture every Monday, and a pricing monitor compares this week's data with earlier results without re-establishing a baseline each time.
Letting outside email wake an agent brings the risk in too
Event triggers also mean that an email from outside, with untrusted content, can directly start an agent that can act on your accounts. Instructions hidden in the email body are a classic prompt injection entry point. When a publication found the feature being tested in Perplexity's client code, it raised the same concern.
Until the vendor publishes more detailed permission guidance, the safer approach is to keep trigger conditions narrow, limited to specific senders or labels, and have Automations produce drafts and reminders while keeping human confirmation for actions like sending, merging or paying.
Similar products are heading the same way
The same day, OpenAI announced dots, its always-on agents, at its developer conference, and Meta was expanding Muse's connectors. "Working in the background and waking on events" is becoming standard for agent products; the differences will be which apps the triggers cover, how fine-grained the permissions are, and whether you can trace which run did what when something goes wrong.
Scope note: features and billing rules come from Perplexity's official announcement and help center; the vendor has not published protections specific to prompt injection in Automations.
via: Perplexity official X post, Perplexity Academy: How to use Automations, Perplexity Help Center: Scheduled Tasks in Computer, RuntimeWire report