This page documents how AI Agent Automation actually runs workflows — from task creation to final persistence — with nothing hidden.
Every workflow execution follows the same immutable path. No shortcuts. No branching logic injected by agents.
trigger → task → agent runner → step executor → persistence
The top-level orchestrator that executes workflows deterministically.
Runs exactly one step with strict input/output contracts.
A controlled extension layer for agent capabilities.
Time-based trigger system — not an execution engine.
Execution history is a first-class system artifact.
AI systems become dangerous when behavior cannot be explained. These internals exist to ensure every execution is observable, reproducible, and auditable — even months later.