The three trigger types
The rule of thumb: event-based triggers are often the best choice — the agent runs only when there is actual work, and it reacts instantly. Scheduled triggers can work, and manual triggers have their place for workflows a human should start deliberately. But the rule that holds for every type: make the trigger as precise as possible.
A real example: a meeting-briefing agent first ran on a daily 8 AM schedule. Weekend runs found nothing, and meetings booked during the day were missed entirely. Rebuilt with an event trigger — wake up 15 minutes before each meeting — it runs only when there actually is a meeting, always with fresh information.
Cost example: checking for new items on a tight schedule costs around $50 per month, because most runs find nothing. The same workflow with an event trigger costs around $0.50 per month. That is roughly 100x cheaper.
Make every trigger as specific as possible
Use trigger conditions so the agent does not run on irrelevant events — every filtered-out event is a run you don’t pay for and an error that can’t happen.
Specific triggers = fewer runs, lower cost.
Manual triggers you already have
The best trigger is often a quick action you already do in your daily tools — no new infrastructure needed:Approvals as triggers
Human-in-the-loop checkpoints can be built with triggers: the agent sets a field, status, or label and stops; a human changing that value is the event that triggers the next step. This gives you an approval gate without extra infrastructure — see Shape agent behavior for the HITL pattern. Here’s a real agent using several trigger types at once — including two Slack-reaction triggers as approval gates (👍 advances the candidate, 👎 rejects):
One hiring agent, four triggers: a schedule, an application event, and two reaction-based approvals.
Two things that bite
Watch: Triggers — or how to wake up your agent
See how triggers are set up in the product.
Versioning
Next: iterate on your agent without fear of breaking it.
Credits & usage
How trigger choice fits into overall spend control.