Hi @<1541954607595393024:profile|BattyCrocodile47>

It seems to me that instead of implementing webhooks to react to things like adding a tag to a model

Did you look at this example ?
None

Can we straightforwardly stream ALL ClearML events to another system?

what would you consider an event?
The "basic" object type is Task, a state in task is changed via an api call, would that be an event? a Task is added to the Task object via an "edit" call would that be an event?

Sidenote: having events in a queue gives us some fault tolerance for retry logic.

if our code to emit alerts due to a critical failing task crashes,

What do you mean by emits an alert ? if the code fails then the Task fails and it immediately stops, if this is a component of a Pipeline, then you have retry mechanisms on the pipeline component itself (i.e. it is re-launched)

Tasks in general, should not be considered as short lasting (i.e. seconds) , Tasks are long lasting executions (think 10min and up)

It seems you have a specific workflow in mind, but I'm not sure I follow it. Can you give a specific example ?