@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

Kevin Fremon
Kevin Fremon
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Monday 15 June 2026 18:36:13 GMT
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learningaiwithlaureen
LearningAIwithLaureen :
Everyone talks about prompting. Nobody talks about prompt economics.
2026-06-16 02:25:42
10
waningus
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
reedau
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
58
rebel_1791
Richie :
No explanation how fix it
2026-06-15 18:53:37
2
official_ark1_music
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
moocowmumma
JaneR :
Hi sorry where is the prompt pls.
2026-06-18 09:19:23
0
spxnamxn
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
maydaymike1991
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
buildwtonyy
Tony builds :
You look ai lol
2026-08-01 20:56:17
1
owodeone
Neo :
There's a caveat, cached LLM response may become outdated
2026-06-18 19:57:46
0
the.ai.syndicate7
The AI Syndicate :
What is Prism?! My dashboard system is named PRISM.
2026-06-15 19:21:13
0
carlsonrealestateco
Carlson Real Estate Co. :
Thanks for the heads up..!! 🤝🤝
2026-06-27 11:22:36
0
benmathias752
Ben Mathias752 :
what you using to build the frontend
2026-06-15 21:58:54
1
wael.ali23
Wael Ali :
i had the same issue , building sofia .. burning tokens like crazy
2026-06-16 18:30:55
0
golfshot0806
Golfshot0806 :
did I miss the prompt for this one? love the content!!
2026-07-03 00:07:30
1
ofek.marsiano
ofek marsiano :
How did u make your ui ecosystem?!?!?
2026-06-16 13:21:11
0
aizo176
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
smileysgotaguntwitch
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
rwear39
ACE🍺 :
you could finetune to model to know your skills also
2026-06-16 05:31:42
0
megan.writes08
Megan Writes :
Hahaha oops!
2026-06-21 02:41:37
0
jxdub
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
rebel_1791
Richie :
I have some sub-agents running and it exhausted my 5 hour limit
2026-06-15 19:13:01
0
thecarboncure
@thecarboncure :
I just talked to my ai about this today. Lol
2026-06-16 12:54:55
1
iamit666
iamIT :
everyone I know who paid for pack package overshot their subscriptions.
2026-06-27 15:08:12
1
benshawpodcast
Ben Shaw :
#valueableinformation
2026-06-15 22:45:27
1
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