Hanako (@hanakoxbt)

Don't waste 2 years learning to build self-improving AI agents. Stanford just dropped a 3.5 hour course on building them from scratch. 0:00 - self-improving agent basics 1:06:29 - multi-step reasoning in agents 2:20:08 - agents learning from feedback look at the third one, because that is where t...

The end state is easy to describe. An agent finishes a change, opens it, and it goes in without a human reading it....

Here is what happens to 99% of Claude users....

Most people use Claude the way they used Google....

For two years, getting more out of an AI agent meant writing a better prompt....