[danoandco]

For a solo dev running one task at a time, a beefy desktop overnight is totally viable. We see a lot of this with the Mac Mini hype

Cloud starts to matter when you want to (a) run a swarm of agents on multiple independent tasks in parallel, (b) share agents across a team, or (c) not worry about keeping a machine online

[2001zhaozhao]

I would point out that a beefy desktop is probably faster at compiling code than a typical cloud instance simply due to more CPU performance. So maybe up to 10-ish concurrent agents it's faster to use a local desktop than a cloud instance, and then you start to get into the territory where multiple agents are compiling code at the same time, and the cloud setup starts to win. (That's assuming the codebase takes a while to compile and pegs your CPU at 100% while doing so. If the codebase is faster to compile or uses fewer threads, then the breakeven agent count is even higher.)

Other than that, I agree with what you said. I don't know what the tradeoffs for local on-premises and cloud agents are in terms of other areas like convenience, but I do think that scalability in the cloud is a big advantage.

[danoandco]

Totally right on the compile time. CIs have the same bottleneck, and the ecosystem is working on fixing this (faster cpus, better caching) in both coding agents and CI to improve overall velocity

[dbbk]

I've just set up an old MacBook with tmux and ssh/mosh, you can run as many parallel Claudes in the 'cloud' as you want

[zingar]

And (d) not worry about toddler agents wrecking your single point of failure beefy desktop