@eapolinario can you help taking a look at the build error on Monodocs?

@EngHabu @eapolinario the monodocs build will fail until flyteorg/flyte#4822 is merged, since this is one of those situations with cross-repo docs dependencies. The flyte PR shouldn't be merged until this one is ready to merge, though, since that PR links to docs in this PR. (Basically, the two PRs need to be merged as close to simultaneously as possible.)

The build failure I've been unable to resolve is the MNIST classifier example failure. I tried updating the ephemeral storage param in the example code, since I was seeing errors about storage space being exceeded, and also tried bumping the flytekit version in the requirements.txt per Samhita's recommendation, but I can't get that example to build. (To be clear, the MNIST example is not related to agents in any way, it just started failing recently for mysterious reasons.)

I went ahead and reset the MNIST classifier example ImageSpec and requirements back to what they look like in master so engineers can more easily debug.

Thinking about this a bit more, I think we should go ahead and merge this PR without fixing the MNIST classifier example, as long as the agents content looks good. The fact that the MNIST classifier example is failing in this PR means it's already broken in production; we should fix it separately rather than block this PR to fix it.