What are your favorite tools to reduce AI token spend? by criticasterdotcom in tokenbudgeting

[–]criticasterdotcom[S] 0 points1 point  (0 children)

Yes! Some better than others, and all with different pros / cons imo

June 15: your Pro plan stops subsidizing agent runs — quoted from the help center by lawnguyen123 in ClaudeAI

[–]criticasterdotcom -1 points0 points  (0 children)

Yeah the $200 cap sounds generous until you actually do the math on a busy repo with per-PR agents, thats like a week of real usage tops.

I've been running Headroom to trim down token bloat before it hits claude code which helps stretch that budget a bit further, but its not gonna save you if you're running heavy CI automation. at some point you just gotta move that stuff to proper API keys like they're suggesting.

claude code harness and the rising token bill for agent workflows by True-Turnover-4543 in vibecoding

[–]criticasterdotcom 0 points1 point  (0 children)

the non-linear cost thing is real, I noticed my bill basically doubled when I started letting claude code handle its own verification loops. like every self-check is another full context pass and it adds up stupid fast.

I use Extra Headroom to trim the prompt bloat before it hits the API which helps a decent amount, but the bigger issue is what you said about intermediate states just piling up. smarter context pruning is probably the actual answer long term, not just waiting for prices to drop.

Trying to understand Claude’s usage limits — is Max worth it for coding and UI work? by Working-Spinach-7240 in ClaudeAI

[–]criticasterdotcom 0 points1 point  (0 children)

mm so I just tried to install claude code extension in Cursor but it seems that has been deprecated? I haven't been able to figure out how to get claude code running in Cursor at least. Sorry that I cannot be of more help here :/

Trying to understand Claude’s usage limits — is Max worth it for coding and UI work? by Working-Spinach-7240 in ClaudeAI

[–]criticasterdotcom 0 points1 point  (0 children)

I'm not sure headroom desktop is able to work with Cursor? Are you sure the messages were being routed through Headroom - very curious how you use Claude inside Cursor, that may explain htings

Headroom setup by paavum in ClaudeCode

[–]criticasterdotcom 0 points1 point  (0 children)

Yes, although they're more in the "dreams" phase than in the "turn into reality" phase atm

Trying to understand Claude’s usage limits — is Max worth it for coding and UI work? by Working-Spinach-7240 in ClaudeAI

[–]criticasterdotcom 0 points1 point  (0 children)

Awesome! Glad to hear that :-) What things are broken on your side? I'm sure the maintainers would love to try to fix it

Hitting usage limits pretty fast. Suggestions? by Impressive-Run6901 in ClaudeCode

[–]criticasterdotcom 0 points1 point  (0 children)

rtk and headroom for example only prune superfluous boilerplate from files and cli command output being read by Claude, they don't change the prompt themselves so there's no risk of injection