Tshepang.tsx

I write code 💻 || Front-end Ninja || Introverted extrovert who's puzzled by the world

[Tshepang.tsx @TozMoima]

This seems like it’s for people with unlimited tokens. Smh 🤦‍♂️

[Shann³ @shannholmberg]

what is agent looping

for the last two years we prompted agents one task at a time. that is starting to change

instead of asking an agent to build the landing page and then driving every step yourself, you set up a loop that handles discovery, planning, the work, checking, and iterating until the goal is met

looping is a setup you build. almost any agent harness can run it, it just depends on how you wire it up

at its simplest, looping is one agent working on itself:

> researches
> drafts
> checks the draft against a goal
> fixes what is weak
> runs that cycle again until the work clears the requirements

you are not prompting each step anymore. the agent repeats the cycle for you

the bigger version is a fleet looping. you give an orchestrator agent a goal, it breaks the goal into pieces, hands each piece to a specialist agent, and those specialists hand smaller jobs to their own subagents

the whole tree keeps looping through discovery, planning, execution, and verification until the goal is met

one agent looping is like a person redoing their own draft. a fleet looping is a whole team running a project end-to-end

you create a goal, and the system runs the loop until it finishes within the reqs you set

open and closed looping:

OPEN LOOPING is exploratory. it still has conditions and a goal, but you give the agent or the fleet a wide space to move in. it can try different paths, discover things, build something you did not fully spec out

this is the exciting end, it is what Peter and others are doing, and tbh it is where I want to spend more time

the catch is cost, an open loop with real room to explore burns an insane amount of tokens. for the 90 percent of people without an unlimited budget it is not runnable yet, and pointed at projects with a loose standard it turns into a slop machine

CLOSED LOOPING is bounded. a human designs the end-to-end path first:

> clear goal
> defined steps
> an eval at each step
> a point where it stops or hands back to you (and feeds back performance data)

the agents still loop, but inside framework you built. it gets better every run because each pass feeds the next, and it runs on a normal budget because the path is tight.

for most marketing work, closed is the one that pays off today.

> the orchestrator owns the goal
> the specialists own the steps
> the subagents do the narrow work
> an eval gate make sure its not slop

[Peter H. Diamandis, MD @PeterDiamandis]

The thing nobody tells you about exponential change is that it feels like nothing is happening right up until the moment everything happens at once.

[The Witcher @thewitcher]

You asked (a lot) - we delivered.
Geralt is coming back in a new The Witcher 3 Expansion called Songs of the Past

[Tshepang.tsx @TozMoima]

Seriously ???

[Grey BTC @greybtc]

BITCOIN COULD LAND YOU IN JAIL FOR 5 YEARS IN SOUTH AFRICA 🇿🇦

New Treasury draft regs just dropped — declare your crypto holdings or face $60K + up to 5 years behind bars. Self-custody? Travelers? Everything’s affected.

[Tshepang.tsx @TozMoima]

@rasta_syntaX @IamNkonzo 🤣🤣 I’ll farm chickens

[Tshepang.tsx @TozMoima]

@rasta_syntaX @timlotus388 @Trae_ai It’s really that good? Never hear of it, gonna take at it tonight

[Tshepang.tsx @TozMoima]

It’s been 1 years already? Just wild wild wiiild

[NikTek @NikTek]

In one month, GTA 6 Trailer 2 will be a year old

GTA 6 Trailer 1 is now 2 years and 4 months old

[Tshepang.tsx @TozMoima]

@GenAI_is_real The better hardware we have the lazier devs become, we see a lot of this in unoptimised unreal engine games

[Tshepang.tsx @TozMoima]

Super keen on this. And for 30$ 🔥🔥

[Fighting-Games Daily @FGC_Daily]

📰 AVATAR LEGENDS PRE-ORDER TRAILER!

◽ Standard Edition: $29.99
◽ Deluxe Edition: $49.99
◽ Pre-order Bonus:

- Exclusive Character Colors
- Samurai Appa skin (support character)
- Voting Privilege for Year 1 Pass Characters

[Tshepang.tsx @TozMoima]

@iamlukethedev Heya @iamlukethedev would love to join the team

[Tshepang.tsx @TozMoima]

@0xSero @alexhooketh Heya, which video?

[Ash @_Ashwaniii]

@Dearme2_ I’m learning that growing up isn’t loud, it’s quiet. It’s empty chairs at dinner, shorter phone calls, and memories turning heavier than plans. You don’t notice time leaving, you just wake up one day missing versions of people who are still here.

[Tshepang.tsx @TozMoima]

@rrmdp @carsonarkova @openclaw @pbteja1998 And the Mission Control part? Having multiple agents? How does that work? I tried pasting this whole article into my openclaw bot but I can’t get the multiple agents to work or to be autonomous, even when I described what’s needed

[Tshepang.tsx @TozMoima]

@rrmdp @carsonarkova @openclaw @pbteja1998 I find it’s always tricky getting the agents to work, I don’t quite get that part yet

[Tshepang.tsx @TozMoima]

@carsonarkova @rrmdp @openclaw @pbteja1998 Curious how you set this up

[Tshepang.tsx @TozMoima]

@thekitze Heya Kitze, is this part of the https://t.co/RfzwMyFJHr or a discord community? Keen to see your workflows

[Tshepang.tsx @TozMoima]

@billyjhowell @anitakirkovska @openclaw Heya Billy, are you using clawdbot with Claude api or something else ?

[Tshepang.tsx @TozMoima]

@NathanWilbanks_ @BLUECOW009 This looks really cool Nathan what is it?

[Mr. Czar @Mrczar_]

Someone said “hustle like a single father of 4 who owes money to a drug cartel”

[Tshepang.tsx @TozMoima]

Come 2035 we’ll be watching ai movies

[karim_yourself @karim_yourself]

invincible live action.