@itsmariahbrunner: Prompting = you check the work. Loops = it checks its own work and fixes it. #aitools #aitips #aiworkflow #claude #aiforbeginners

Mariah | AI & Tech
Mariah | AI & Tech
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Thursday 18 June 2026 12:17:35 GMT
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praetorian_1995
Praetorian1995 :
tokenmaxing final boss
2026-06-19 21:52:47
42
knsbjdhd22n
Punch :
He has unlimited tokens btw
2026-06-21 01:18:48
18
officiallukecharlton
Luke Charlton 🇨🇦 :
Brilliant 👏
2026-06-20 20:07:40
1
jaztypesstuff
jaztypes :
Super valuable info 🩷
2026-06-21 19:21:44
1
saadafsar7
Saad Afsar :
the token usage is also significantly higher as the multiple agency prioritize thoroughness over an efficient route from a to b. my max plan has never choked as much once I started using loops
2026-06-18 14:06:44
31
alliecatbuildai
✨️ Allie ✨️ :
oh snap this is slick!!
2026-06-20 19:31:51
1
strayashorts
STRAYA SHORTS :
Loops sound like we are paying for their poor design…
2026-06-21 02:55:31
6
fabianostarman
Gino :
But save on tokens: /goal All tests pass and `mvn verify` exits 0 with no errors in the build log /loop 3m Run `mvn verify 2>&1 | tail -50`, identify any failing tests, fix the root cause in the relevant Java file, then report what you changed and current test status
2026-06-21 00:37:08
2
stonks_allday
676767 :
Unfortunately, Claude will burn through daily token limit in 30min. but yest this is the way
2026-06-20 21:39:14
4
cwh681
CWH :
This is how you train an LLM
2026-06-20 04:34:25
2
the_underdog_hedgehog
the underdog hedgehog :
you only need infinite usage limits
2026-06-19 18:18:56
8
ladisingh111
ladisingh111 :
Yes but loops consume unlimited credits 😳
2026-06-18 15:50:34
15
orel24inf
orel24inf :
Not useful on opus, if your goal is not as clear as the team of engineers they have that literally made the product and using a private version of it with unlimited tokens and way better problem solving. The “loop” we’re getting is basic af. I’m using it for real software development not writing 1 page brief 😂
2026-06-20 01:39:30
4
mrsmallcapipo
MrSmallCapIPO :
Ai agentic loop
2026-06-21 03:47:33
0
finn_johannes
Finn Johannes :
AI dropshipping helped me move closer to my dream of investing in real estate
2026-06-20 00:10:34
0
elfondo.inversiones
El-Fondo.com :
This is amazing! Will try this
2026-06-20 17:36:18
1
shes_here2speak
She’s here for the comments :
Thought this was known all these years 🤔
2026-06-21 09:51:38
0
malcolm_s25
Sir Tutor :
for those coding, I always lay these ground rules in the claude.md file
2026-06-21 08:43:02
0
askingy196
Jimmy :
sometimes when we don't get our desired goal if we force then ai hellucinates and give us the wrong result.
2026-06-18 14:15:40
8
nowherenorth
NoWhereNorth 🇱🇧🇨🇦🍉 :
In my prompt I create a looped process and the AI is only allowed to exit when I approve. We keep refining the output until I am happy. But be careful, you go long enough and the conversation can drift.
2026-06-20 12:41:19
2
rocky.mareya
ROCKY MAREYA ™ :
This anthropic promoting token usage lol
2026-06-20 11:42:19
3
goosepumpin
GoosePumps :
She is ai
2026-06-20 09:52:37
2
digitalxu
Luis :
Loops are the new way of prompting, love your content 👌
2026-06-20 17:03:20
2
love_aviation_france
AXESS :
That’s gonna eat your Tokens in a Loop!
2026-06-19 16:37:54
2
hey.its.michael
The Bucky Verse :
so what you explained is a /goal command. how are you deploying the other types of loops
2026-06-19 15:23:58
1
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