For example, say you want to search for bugs in 100 code files. Ask Claude to “use subagents to look for bugs across these files” and it will likely spin up 5 agents, each taking a different section of the codebase. Theoretically in the limit case this is 5x faster than Claude doing it without subagents.
Any kind of problem shaped like map reduce can be accelerated this way: Looking through your banking records, searching through a database, asking Claude to find that one weird file you remember from three years ago but forgot where you saved it, etc.
Just know that there’s no quicker way to hit your limits than to use subagents. So use them if it’s paid for by your work or whenever you need the 5x speed boost.
You can tell it to do so, but what you'll find is it knows to do it when it needs to. This is another case of "don't overthink it". Just let your agent decide when spinning up sub-agents makes sense.
If you focus too much on optimization, and you do so in the wrong ways, you'll actually find you saved no time/money/tokens vs just letting it decide when to do it. This applies as much to Agentic engineering as it did with programming pre-AI.
tl;dr it will literally do it for you, and it'll tell you when it does so
> But maybe it wouldn't be that exciting to see some guys sitting at a desk.
Let me introduce you to the TV show Industry which takes you into the world of London high finance where tense phone calls, compliance violations and financial crimes are the order of the day [1]
Not sure why they do this, anyone has an idea? Like, the Internet is just there, I can go and watch porn whenever I like. If I am watching your show, it's because I am interested in something that is not porn. Also, if your show has a lot of these scenes, I can't watch in many places (ie: cafe, plane, with other people, etc..)
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Not sure why they do this, anyone has an idea? Like, the Internet is just there, I can go and watch porn whenever I like.
It's HBO. They are known for this. But they definitely went too far with Industry in my opinion.
The sex and drug scenes are much more toned down in the latter two seasons. Part of the reason why is the cast had more leverage and strong armed the writers / directors.
Great show but definitely would be better with 90% of the sex / drug scenes removed.
This is like medical series about ER, in real life it doesn't happen. In real life nobody cares, things slip trough, people die, finally someone receives a huge bill.
I imagine it would look like a bunch of North Korean guys (probably not starving like their countrymen, but probably not looking great either) sitting in something like a cross between a NK state prison and an American office.
There's a very good BBC podcast about the north Korean and Russian hacking teams by BBC, one in Lazarus and one on evil Corp or something. Shoudnlt be hard to search for if interested.
Plenty to film/story to tell - Binance team freaking about the operation, the users who find out funds are gone, and the thieves living it up on the stolen money.
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