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Maximizing the value of your Claude Code sessions

claude.com

41–50 of 206 posts

Re: Maximizing the value of your Claude Code sessions

#41

do people use the Caveman, RTK plugins

No, because it is useless.

https://news.ycombinator.com/item?id=49080605 (JetBrains, Does Speaking to Agents Like Cavemen Save 65% of Tokens? We Test)

https://news.ycombinator.com/item?id=48588755 (The Token Compression Illusion: Why I'm Skeptical of RTK )

Re: Maximizing the value of your Claude Code sessions

#42
post #25

> @-mention files instead of naming them Love Claude, but the @ mention is broken in the desktop app. For the same project if I type the same query "@ephem" I get: CLI: https://imgur.com/a/VZMUCOa (good, relevant results) Desktop: https://imgur.com/a/QLSo4Ms (bad, irrelevant) Opened issue for this and it was automatically closed: https://github.com/anthropics/claude-code/issues/71421 I could have written the issue be…

> Opened issue for this and it was automatically closed: […] Clarification: It wasn’t closed on submission though. It sat open ~17 days, a bot marked it stale, and it closed when nobody responded to the stale label. The two-phase thing is the part I didn’t know until recently: the stale label is basically asking “is this still relevant?”, and answering it makes the bot back off next time around. nixpkgs does the same…

the norms of issue trackers are strongly opposed to “bump”. these autoclose bots may yet change that

Re: Maximizing the value of your Claude Code sessions

#43

Earlier quoted context omitted.

> Opened issue for this and it was automatically closed: […] Clarification: It wasn’t closed on submission though. It sat open ~17 days, a bot marked it stale, and it closed when nobody responded to the stale label. The two-phase thing is the part I didn’t know until recently: the stale label is basically asking “is this still relevant?”, and answering it makes the bot back off next time around. nixpkgs does the same…

Just because a Github issue doesn't have activity doesn't mean it's not an issue anymore.

[deleted]

Re: Maximizing the value of your Claude Code sessions

#44
post #10

Earlier quoted context omitted.

I think I'm happy about the first two. The third I suppose I care less about, just because I've kind of become used to it from decades working on the internet where many businesses/tools/apps are more like services and less like physical tools that never change.

> The third I suppose I care less about, just because I've kind of become used to it I've never become used to it. My impression is that the constant churn has accelerated. Plausible drivers are (1) normalize novelty as desirable (like fast fashion), (2) product developer/designer incentive structures that reward revolutionary change over progressive refinement. The global switch to subscription models and continuous…

> It used to be that you bought a piece of software and used that version until you decided it was worth upgrading, like a particular physical tool.

But Claude is running on someone else's computer, not yours, so it's not Photoshop so much as AWS. Or a rented server farm, if AWS is too new school for you. Of course there's an ongoing cost! And if you configure the server to use more electricity, you get billed more.

If you want to do agentic tooling locally, you can do that—the models aren't quite as good, but they're not bad either. But be warned, for the large models you're going to have to acquire some serious hardware, to the point where you may wish you'd chosen to just rent it instead!

Re: Maximizing the value of your Claude Code sessions

#45
post #5

I mean, it feels hard not to laugh at this type of blog post. My cynical interpretation is that this is a type of passing the buck to engineers in enterprise settings ("Stop spending tokens. Did you read the value maximization blog post? It is your fault.") Oh yes, Claude will do all sorts of different things -- it depends on how you use it! You should totally learn all of these little finicky things ... because now…

I'm curious if you also laugh at articles about how to reduce your AWS bill, or how to add indices to Postgres such that you can run it on cheaper hardware.

Re: Maximizing the value of your Claude Code sessions

#46
post #29

> @-mention files instead of naming them. The file gets attached to your message directly, which saves a Read call, or a search if Claude has to go find it. I've heard it argued that this is an antipattern. If the file is large, it will read the whole file. With Read or something similar, it can do a targeted search and read only the relevant portion. Is this still not the case? Also, since they mention /context: Can…

[dead]

Re: Maximizing the value of your Claude Code sessions

#47
post #25

> @-mention files instead of naming them Love Claude, but the @ mention is broken in the desktop app. For the same project if I type the same query "@ephem" I get: CLI: https://imgur.com/a/VZMUCOa (good, relevant results) Desktop: https://imgur.com/a/QLSo4Ms (bad, irrelevant) Opened issue for this and it was automatically closed: https://github.com/anthropics/claude-code/issues/71421 I could have written the issue be…

> Opened issue for this and it was automatically closed: […] Clarification: It wasn’t closed on submission though. It sat open ~17 days, a bot marked it stale, and it closed when nobody responded to the stale label. The two-phase thing is the part I didn’t know until recently: the stale label is basically asking “is this still relevant?”, and answering it makes the bot back off next time around. nixpkgs does the same…

By what definition of automatically does a bot closing an issue with low activity not count as "automatically closed"?

Re: Maximizing the value of your Claude Code sessions

#48

I'm finding that unexpected cache rewrites cost me huge. I have 1h cache TTL set, and do nothing to cause rewrite (response in time, no model/effort/tool changes). At 400K tokens in, I'll write a message, and /usage shows only a small increase in cache write. On the next message, cache writes shows 800K, and by the end, I often hit 2M cache writes with no explanation. This seems to happen when: using /btw, asking it…

I have long suspected but not confirmed that /btw uses a lower tier model like Haiku.

Depending on how you're triggering reviews, you may be using a sub-agent?

Re: Maximizing the value of your Claude Code sessions

#49

Bro: superintelligent machine line go up AI AGI software solved automate everything Also bro: Run /clearbetween tasks. This prevents prior irrelevant context from being sent back to the model, which can reduce token usage. Set your model and effort level before you start. Changing either one mid-conversation can bust your prompt cache, which can increase token cost. @-mention files instead of naming them. The file ge…

What do you want? Lacking omniscience, even the smartest superintelligence imaginable has to do more thinking to deal with worse inputs.

Re: Maximizing the value of your Claude Code sessions

#50
post #37

I didn't read the whole thing, but I got my back up at the headline and my first reaction is now even the "AI" companies are telling you that "you're holding it wrong". I mean, they told us "just talk naturally to the AI because it's so much smarter than all you meatbags" and now it's “for best results, please learn to manage context windows, prompt caching, cache invalidation, model switching, output verbosity and w…

"It is difficult to get a man to understand something, when his salary depends on his not understanding it." -Upton Sinclair

Anthropic has no incentive to make their products more efficient as long as they're selling them by the token.

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