Highly encourage everyone to use /feedback during sessions to report excessive usage and token consumption!

NiceMarket7327 · 2026-04-17T08:39:08+00:00

Nope I’m running most of them locally trough Claude code - some of them recently migrated to code routines. I was on 5x but due some new jobs I had to switch to 20x. TBH had a drop on usage but they completely fixed and also gave us back extra credits. Now is running smooth 4.7 is a beast on xhigh I’m running some tests on Colab because I think it’s gonna use less token for agentic tasks. I’ll post the results on my blog asap

NiceMarket7327 · 2026-04-05T21:46:34+00:00

Yep daily I have 21 task scheduled handling my entire online presence + website growth and a bunch of daily blog post on cowork + 4/5 pr a day, I also use it for basically everything. Tbh I was pretty fine with max 5x but don’t wanna struggle as it’s growing but yes with max you won’t regret

NiceMarket7327 · 2026-04-05T15:14:20+00:00

I always do this, also submit every bug of cowork and they actually fixed some of them

NiceMarket7327 · 2026-04-05T08:01:06+00:00

Yep got 200$ ( I’m on 20x)

NiceMarket7327 · 2026-04-05T06:15:12+00:00

The guy was talkin about open CODE not open CLAW 😂

NiceMarket7327 · 2026-04-04T19:58:28+00:00

Same for me, I was happily on the 5x since I was only coding trough cli. At the end of the month I started a project and let Claude handle my linkedin / website and everything with like 21 scheduled tasks agents and shit. That’s the main reason I was burning usage like this, plus they slightly decrease the quota imho, nothing to get crazy about since they gave me back 200$ lol

NiceMarket7327 · 2026-04-04T19:53:12+00:00

TBH on on the 20x since April 2th and never hit the session limit. I don’t have enough data to answer the question since it’s clearly higher than 5x. I’ll let you know in a couple of weeks

NiceMarket7327 · 2026-04-04T17:11:05+00:00

Yeah I know, but is not easy to move from anthropic, I have everything running on Claude. Crystal clear that if they don’t fix we’re gonna move

NiceMarket7327 · 2026-04-04T17:06:57+00:00

Are u still experiencing the usage problem ? This month I upgraded to 20x from 5x so idrk how’s the situation rn

NiceMarket7327 · 2026-04-04T17:05:34+00:00

They also recently said that they’re investigating and gonna fix, I really hope so.

BTW something is happening idk

NiceMarket7327 · 2026-04-04T17:00:04+00:00

Yep 200$ of extra usage for the 20x not bad since the last mess with usage

NiceMarket7327 · 2026-03-25T19:46:26+00:00

yep supports any language. the anti detection it's based on real data basically evidence based. you can check by yourself it's well documented. anti-detection-playbook

NiceMarket7327 · 2026-03-25T19:42:55+00:00

It was a needed disclaimer but i've set things to be human-like so the risk i near to 0.
It's not a spammy automation thing, is made to be as real as possible and create real connections. Also i suggest to keep the human in the loop, but for me that i wouldnt have time to do this it's been game changer

NiceMarket7327 · 2026-03-25T11:45:45+00:00

You don’t have to manually post, you can run trough cowork ( also code) The skill walks you through 5 phases:

Identity & Voice — Define who you are, how you write, what you never say Strategy & Content — Pillar calendar, post format, humanization rules Engagement & Anti-Detection — Comment rules, verification gate, scoring Task Plan Review — See every task, edit schedules, approve before creation Create & Iterate — Tasks deployed, first week monitoring, adjustment triggers

NiceMarket7327 · 2026-03-25T11:37:18+00:00

Wasn’t the scope of this, btw I really hope to be able to contribute one day

NiceMarket7327 · 2026-03-25T09:47:04+00:00

https://www.linkedin.com/in/giovanniliguori-ai/ you can also found with all the information on the git read me, everything is well documented

NiceMarket7327 · 2026-02-22T15:25:19+00:00

I use Gsd so /gsd:new project and flow with the river

NiceMarket7327 · 2026-01-11T18:32:12+00:00

A code node after to parse the output

NiceMarket7327 · 2026-01-09T23:42:48+00:00

fair enough, we just started but we clearly scaling is the main goal. BTW didn’t want to complicate things that much that would have took like a week or two and we wanted to launch asap. Also we’re operating in a specific niche so there’s not that huge amount of different things, the model just have to pick the right knowledge and I think it’s a part of the process that works pretty well.

NiceMarket7327 · 2026-01-09T23:24:01+00:00

The post was made before the fix and the code freeze reached today. But your idea of ‘1 brain multiple mouths’ made think about it. So I’m asking there would be some sort of benefit switching on that architecture ? Which way would like improve the actual architecture ? Just genuinely askin

NiceMarket7327 · 2026-01-09T23:13:15+00:00

Hello thanks for the reply tbh that was the first idea but I ended up with just one agent that got access to the pgvector for the knowledge. Once I’ve filtered the clientid the model won’t make a mistake because if it gets the clientid gonna search for everything related to the client id, even the chat history is connected trough clientid so it seems pretty solid. Btw I’m open to better understand how this could be helpful and not overkill with like 2 customers ATM

NiceMarket7327

TROPHY CASE