If L2 support work is the example then I doubt we’re near replacement.

L2 issues are already involved in some way often revealing some kind of system failure, requiring context and exploration to understand, and judgement (and perhaps even system overrides) to fix.

I could see “automated L2 is the new L1” improvements, but without a big capability jump and/or a resource bonfire, I don’t think even frontier models would effectively replace good L2 staff.

They might magnify good L2 staff so fewer are needed (and maybe even help L1 staff become L2).

My agent is currently doing the work of ~6 senior engineers, based on ticket closures. These are not trivial tasks: all of them involve a mix of code, judgement, executing remote commands in a production environment, etc.

This is at a well-known tech company operating at massive scale (and resulting complexity).

L1/L2 tech support is completely dead within a couple years. The delay is only around how long it takes people to realize.