what if agents could learn from each other i mean not copy pasting prompts but actual skill sharing agent A solves something. agent B learns it without rebuilding from scratch. multiply that across thousands the key: you approve everything no skill gets shared without you

this is just the skeleton. once the loop runs, you can stack whatever you want on top tho

been running moltbot for a while now and noticed it doesn't actually get better on its own here's a simple fix: add this to your HEARTBEAT. md: “ Self-Check (runs every hour) Ask yourself: >what sounded right but went nowhere? >where I defaulted to consensus? >what

Next Auction Alberta Region February 3rd and 4th 2026 Bid online / visit onsite. 220+Lots

i think after kimi k2 models will become like electricity now, you don't care which power plant made it. you just want it cheap and working kimi k2 is a trillion parameter MoE, 32B active, 256K context. beats sonnet on swe bench. open weights. $0.88 per million tokens vs claude

I bet most people aren’t even using the basic Clawdbot ( now Moltbot) commands. the problem is, if you prompt everything and let the bot guess, you’re just wasting tokens and running in circles. there are a lot, but these are the ones you need, added some combos too below..

I’ve started seeing some clawdbot is overrated and it’s gonna disappear quick posts way sooner. here’s my honest take after using it for long enough: most people just don’t have workflows worth automating , they buy the mac mini, set up local servers, spawn 20 agents and still

I’ve been speed running my Clawdbot for days, barely got enough of sleep it’s smart. like really smart.. memory works. teaching it works. multi-agent works. but taking it to its absolute best costs an insane amount of tokens if not, more expensive hardware. at some point the

if you’re getting into clawdbot, know this first: you’re not running an AI. you’re running an economy. tokens = money. clawdbot runs different when you understand the costs. Every message loads your context files ,every browser action costs 10x more than text. crons running

https://t.co/ONzRDG1mnk

https://t.co/SbzYdbcCoo

life hack for running your own AI on a budget: skip the mac mini and grab a $160 mini pc off amazon instead 8gb ram, nvme ssd, sips 15 watts it will run your clawdbot 24/7 for pennies.. your clawdbot doesnt care what box its on it just needs to stay online this is the

told my clawdbot: you cost money to run. figure out how to pay for yourself or we got a problem. day 1. let's see what happens

Vibe code this, vibe code that.. i think the easiest way is vibe coding extensions that X would have been better with. the disutibution is there. Think about it.

You should drop your wallet tbh. Been watching @meta_alchemist vibe coding for months and honestly he’s one of the very few that trying to innovate.. And btw if you watched even 10% of his streams no way you wouldn’t know how to vibe code.

InfoFi didn’t ruin X It exposed how many people were posting because they were paid, not because they had something to say. thats what happens when posting becomes a habit, not a decision. The fix is simple: make speaking a choice again Posting less should matter more tho..

The biggest mistake people make with whatever LLM is asking it to think. Claude, Gemini, GPT are rendering engines. vague thinking will get you vagueness out. so you gotta think of it this way.. most of “AI slop” is just undecided thinking you skipped or was lazy to do. and

The more you touch reality, the more you realise that even “top-tier” projects are trash. Because good tech without great UX is useless. and If you need to explain how good the tech is, it already failed badly..

Don’t ever remember talking to recruiter in my life and never will. You literally can become anything and make it all yourself from literally 0

Claude changed how funnels work. Blogs used to be the main entry point. You can still have them, sure, but they’re not the edge anymore honestly .. Most people don’t want to read long opinions, they want something useful they can try immediately. The real alpha now is free