How we built FlowPilot's automation engine

Events all the way down

At its core, FlowPilot treats every change in your connected tools as an event. Triggers, conditions, and actions are just subscribers to that stream — which is what lets workflows run in parallel without stepping on each other.

Designing for reliability

Idempotency keys, automatic retries, and a replayable event log mean a failed step never corrupts a run. When something does go wrong, you can see exactly where and re-run from that point — no duplicate side effects.