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It's not just the LLM costs, to keep your agents busy you need to move them of your workstation onto a server/cloud. I currently have about 16 claude code agents working on different bugs, uses so much resources that my macbook pro m5 max becomes slow to respond. Using cloud session would free up my macbook for other work.

Anthropic recently handed out free cloud resources (it's still free, guess they want you to get used to the fact that cloud is not free). I went through $250 cloud budget in less than 2 days.

Feels almost as expensive as LLM calls.

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I'm impressed you have a workflow that can keep 16 separate agents fed without the whole thing collapsing into nonsense. Even running full agent teams I can't think of ways to do that without being intentionally inefficient
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I let one agent categorize all bugs, then have it decide which clusters of bugs should be addressed together, and which ones can be addressed in parallel.
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Then all the other agents get to write more bugs.
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You call your laptop "workstation"?
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Technically it is... According the original vision for workstation, a computer with >1MB RAM, >1 megapixel of screen resolution, >1 MIPS and costing under 1 Mega cents (10K dollars).

However, so is my phone!

https://en.wikipedia.org/wiki/3M_computer

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6 years ago i had a lenovo thinkpad p1, branded by lenovo as a portable workstation. Today i have macbook pro m5 max, much faster and more powerful than the lenovo, so why not call it a workstation?
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just get a mac mini headless
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Wouldn't that depend on how much hardware you have to run them on, too?
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