@kevinfremon: I made a rookie mistake building my AI agent team. Every request was quietly adding up and I had no idea until I looked at the numbers. The fix took minutes. Missing it for this long is on me. Watch before your API bill surprises you. #AIAgent #AIAgents #ClaudeCode #Claude #Jarvis
Everyone talks about prompting. Nobody talks about prompt economics.
2026-06-16 02:25:42
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waningus :
how to actually do it how to build and apply caching? 😭 is there a part 2 thank u
2026-07-26 11:10:44
1
reed :
nice overview. i've had a better experience with workbeaver than most tools i've tried. my days just feel less chaotic with it around.
2026-06-17 18:17:06
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Richie :
No explanation how fix it
2026-06-15 18:53:37
2
ARK1_Official🇿🇦 :
I rebuilt a UI a bunch of times because it kept failing and breaking. eventually I deleted it and started fresh..the lesson is delete it and start fresh don't build on top of a build
2026-08-07 13:56:21
1
JaneR :
Hi sorry where is the prompt pls.
2026-06-18 09:19:23
0
spxnamxn ₉⁹₉ :
I just coded my own agent team with a management head that I can call and manage my whole web development business. Is that cool? I’m new to this
2026-06-16 05:03:48
2
Michael McDonald :
I almost tanked my 3 biggest accounts by not understanding that Claude's verification is "lazy at best" and "outright deceptive" at its worst.
I told claude to do stuff... It said it did it. so i thought it was done. I couldnt figure it out for a whole month lol.
I was just overloading the LLM with too much. it couldnt remember all the processes. I ended up switching to Codex and made a traditional deterministic live app that stores all of my advanced processes and requires each agent to fulfill its entire process by using the task management system for its incoming and outgoing data.
cut my AI processing time down to maybe 10% of what it used to be. and my mistakes are much less. now I just gotta figure out a new process a single time and its saved forever... No chance of AI skipping steps when they are plugged into a deterministic program that throws up a blocking alarm that shows both me and the agent exactly what failed and when, and the agent cant move on until its done right lol.
understanding that AI is irrepairably predictive was a very difficult and expensive lesson.
this was my hardest lesson but also the most valuable thing I learned... A great engineer shouldnt fight against the tools...
A great engineer will build a system that allows AI to be lightweight and focused on the task, while operations, evidence. context, etc are all stored in deterministic programs that the agent is plugged in to.
2026-06-20 15:21:27
1
Tony builds :
You look ai lol
2026-08-01 20:56:17
1
Neo :
There's a caveat, cached LLM response may become outdated
2026-06-18 19:57:46
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The AI Syndicate :
What is Prism?! My dashboard system is named PRISM.
2026-06-15 19:21:13
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Carlson Real Estate Co. :
Thanks for the heads up..!! 🤝🤝
2026-06-27 11:22:36
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Ben Mathias752 :
what you using to build the frontend
2026-06-15 21:58:54
1
Wael Ali :
i had the same issue , building sofia .. burning tokens like crazy
2026-06-16 18:30:55
0
Golfshot0806 :
did I miss the prompt for this one?
love the content!!
2026-07-03 00:07:30
1
ofek marsiano :
How did u make your ui ecosystem?!?!?
2026-06-16 13:21:11
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Aizo :
No one talking about this jarvis UX , the idea is good but AI not built for this kind of action.
2026-06-29 12:38:16
0
Smiley :
I created a “Learning” File. Every time I figure out a way to do something better I have Claude add the discovery to the file.
2026-06-27 20:02:36
1
ACE🍺 :
you could finetune to model to know your skills also
2026-06-16 05:31:42
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Megan Writes :
Hahaha oops!
2026-06-21 02:41:37
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JXDub :
Thank you for sharing your mistakes as well as your wins. I look forward to the Github release. 😁
2026-06-16 02:48:32
2
Richie :
I have some sub-agents running and it exhausted my 5 hour limit
2026-06-15 19:13:01
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@thecarboncure :
I just talked to my ai about this today. Lol
2026-06-16 12:54:55
1
iamIT :
everyone I know who paid for pack package overshot their subscriptions.
2026-06-27 15:08:12
1
Ben Shaw :
#valueableinformation
2026-06-15 22:45:27
1
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