THIS CHINESE DEVELOPER BUILT A SELF-IMPROVING AI AGENT THAT FIXES ITS OWN BUGS AND GETS SMARTER EVERY CYCLE Generate → Execute → Evaluate → Improve four steps and the agent never repeats the same mistake twice he ran the agent on real tasks - coding, research, automation - and every next iteration was better than the previous one with zero human involvement before the loop - the agent completed a task and stopped - after the loop - the agent completes the task, evaluates the result, finds the mistake and fixes it itself 5x performance improvement over static agents - tested on real tasks not demos he sells access to this agent to companies paying $15,000/month for what he built in one evening a cycle that never stops - and a business that grows with every iteration

COMPANIES FIRED THOUSANDS OF PEOPLE TO PAY FOR AI. THE AI DIDN'T DELIVER. AND NOW THE DATA IS IN. 🧵

Sysdig's Threat Research Team says it documented the first ransomware attack run with no human at the keyboard. An AI agent breached a server, forged credentials, encrypted 1,342 configs, and fixed its own failed steps in 31 seconds. Full breakdown in today's Article.

someone on reddit gave an ai agent $50 and told it to go make money then he went to sleep 15 days later it was profitable and he'd barely touched it what it did on its own: > registered a domain and built the whole site > wrote a 58,000 word guide to sell > watched it flop, killed its own plan, wrote a better one > spawned 4 more agents under it: sales, analytics, support, creative > woke him up to two overnight orders read that middle line again it fired its own plan and hired a team of ais to run the thing building was never the hard part anymore the only scarce thing left is claiming the spot before someone else does bookmark this before the empty ones fill